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Web Data UNLOCKED Hackathon

We’ve unlocked the web for your AI. Now build what wasn’t possible before.

🌍 Hybrid Hackathon | 💻 Online Build: May 25–30,2026 | 📍 SF Onsite Finale: May 30–31,2026

We’ve unlocked the web for your AI. Now build what wasn’t possible before.

Build AI agents with live web data, then join the SF onsite finale at Bright Data’s new Web Data Loft.

🚀 The onsite experience will take place during the opening of Bright Data’s new SF space, The Web Data Loft.

📍 On-site Venue (May 30–31):

The Web Data Loft

625 2nd St, San Francisco, CA

🏆 $18,300 cash prize + Bright Data AI Startup Program opportunities

🍕 Free food, drinks, networking, workshops, mentorship, and live demos

🎁 Onsite attendees are automatically entered into a live giveaway for 4 × $100 Amazon gift cards.

🧑‍💻 Apply now to build AI agents powered by real-time web access.

Hackathon Overview

Our AI hackathon brought together a diverse group of participants, who collaborated to develop a variety of impressive projects based on:

2310

Participants

767

Teams

294

AI Applications

Winners and Finalists

We are in the process of selecting the finalist teams.
Your voice matters! Vote on your favorite projects in the section below.
Join us for the winner announcement stream, which will be streamed live on Twitch.

This event has now ended, but you can still register for upcoming events on lablab.ai. We look forward to seeing you at the next one!

Check out Upcoming Events →

About

Every AI system eventually hits the same wall: rate limits, bot detection, JavaScript-rendered pages, geo-blocks, and stale data.

Bright Data gives builders access to the infrastructure needed to collect, reason over, and act on live public web data at scale.

For this hackathon, participants will use Bright Data’s full infrastructure stack to build AI agents, data systems, and production-ready web data infrastructure powered by real-time web access.

The goal is simple: build what was not possible before when AI agents were locked, throttled, or limited by stale data.

AI Builder Weekend

What To Expect Onsite

Bright Data AI x Web Data Weekend is more than a hackathon. It’s a builder weekend focused on how modern AI agents use live web data.

Join hands-on workshops, meet founders and builders from the SF AI community, and experience the opening weekend of Bright Data’s new office space, The Web Data Loft, in San Francisco.

🎁 Live Onsite Giveaway

Show up onsite and win.

Everyone attending onsite is automatically entered into our live giveaway with 4 × $100 Amazon gift cards announced during the event.

🧠 Learn AI Agents + Web Data

• Learn how AI agents interact with the live web
• Hands-on workshops with Bright Data engineers
• Learn practical AI agent workflows using live web data

🌉 Meet the SF AI Community

• Meet local AI founders, engineers, and builders
• Experience the opening of The Web Data Loft
• Network with the SF AI ecosystem throughout the weekend

⚡ Explore AI Infrastructure

• Explore infrastructure used in modern AI agents
• See how agents navigate websites and extract live web data
• Learn how real-time web access powers AI applications

🏆 Build & Compete

• Come to learn, explore, and meet people
• Build AI agents and web data workflows during the weekend
• Demo your project and compete for prizes

Choose Your Track

Online vs Onsite

Web Data UNLOCKED is a hybrid hackathon. Build from anywhere online, or join the onsite finale in San Francisco for live workshops, mentorship, networking, demos, and the Web Data Loft opening weekend.

💻

Online

Build remotely from anywhere in the world and submit your project on lablab.ai.

• Build from anywhere in the world
• Full access to Bright Data API credits, $250 per participant
• Workshops streamed live, recordings available
• Discord community + team matchmaking
• Submit your project on lablab.ai, eligible for prizes
• Best if you can't travel to SF or prefer to build remotely

📍

Onsite in San Francisco

Get everything in the online track, plus a live builder experience at The Web Data Loft.

• Everything in the online track, plus:
• Build in person at The Web Data Loft in San Francisco
• Live workshops with Bright Data engineering team
• Hands-on mentor support throughout build hours
• Food, drinks, and networking with the SF AI community
• Live demo on stage, judging in person
• Best if you're in or near SF, or willing to travel

Note: All participants submit projects on lablab.ai, whether they build online or onsite. Onsite spots are limited. More onsite logistics are covered in the FAQ near the bottom of this page.

Need a team? Join the Discord team-matching channel and share your skills before the event starts.

Challenge

Build on Production Infrastructure. Solve Real Enterprise Problems.

AI is moving into the enterprise. That’s where the hard problems are, the budgets are real, and the stakes are high enough to matter.

The web is the largest, most continuously updated source of business intelligence on the planet and Bright Data gives you the infrastructure to access it reliably, at scale, without breaking.

This is a direct challenge: unlock the web for your AI agents and build something a real enterprise team would actually depend on.

• Projects are not limited to one track. A single submission can span multiple tracks.
• Bright Data Tool Integration is required. Your project must demonstrably use at least one Bright Data product.

📈

Track 1: GTM Intelligence

Unlock the web for the teams that drive revenue.

Sales, marketing, and revenue operations run on market knowledge. The web has all of it in real time and most GTM teams still can’t access it reliably or at scale.

This track focuses on systems that:

• Continuously monitor competitors, buying signals, and market movements in real time
• Enrich accounts and surface intelligence directly into GTM workflows and tools
• Replace manual research with always-on, structured web intelligence
• Give AI agents the live web context they need to act on behalf of revenue teams

This track is for builders working on:

• AI agents that research accounts and track competitor moves autonomously
• Competitive monitoring tools tracking pricing, messaging, and hiring signals
• Account and lead enrichment systems delivering structured intelligence into CRM
• Market research tools synthesizing live web signals into actionable briefs
• Buying intent systems surfacing signals before they appear in any vendor feed
• Social listening platforms monitoring brand health and share of voice at scale

Bright Data tools: MCP Server, Web Scraper API, SERP API, Web Unlocker, Scraping Browser

💹

Track 2: Finance & Market Intelligence

Unlock the web for the teams that make financial decisions.

Pricing, risk, procurement, and planning depend on data that reflects right now — not last week's export. It's all out there, continuously updated, rarely structured. The teams that get to it first, reliably, win.

This track focuses on systems that:

• Ingest and structure live financial web data into analytical workflows
• Combine signals from multiple live sources into structured intelligence objects
• Deliver alternative data at the coverage and frequency real decisions require
• Give AI agents the live financial context they need to reason over current reality

This track is for builders working on:

• Alternative data pipelines aggregating job postings, pricing trends, and web traffic signals
• Filing and regulatory monitors that detect, parse, and deliver structured alerts
• Competitive pricing systems tracking price changes across markets in real time
• Earnings intelligence tools cross-referencing web signals to surface pre-earnings indicators
• Supplier and vendor risk systems monitoring financial health and leadership signals at scale
• Multi-source synthesis engines delivering structured company or sector intelligence objects

Bright Data tools: Web Scraper API, SERP API, Web Unlocker, Scraping Browser, MCP Server

🛡️

Track 3: Security & Compliance

Unlock the web for the teams that manage risk.

Threats, regulatory changes, third-party risks, and brand exposure don’t surface in internal systems — they surface across the open web, on sources no SIEM was built to monitor.

This track focuses on systems that:

• Continuously monitor the open web for threats, compliance signals, and risk indicators
• Deliver structured, actionable intelligence to the teams responsible for acting on it
• Operate at the source coverage and bypass capability that internal tools cannot match
• Give AI agents the live web access they need to investigate and alert without human intervention

This track is for builders working on:

• Threat intelligence pipelines monitoring open web sources for org-specific risk indicators
• Regulatory monitoring systems tracking compliance changes and delivering structured alerts
• Third-party risk tools continuously assessing supplier and vendor exposure across the web
• Brand and data exposure monitors detecting leaked credentials or reputational threats early
• AI agents that investigate threat indicators and return structured risk assessments autonomously
• Compliance systems parsing regulatory updates and alerting teams when action is required

Bright Data tools: Web Unlocker, Scraping Browser, SERP API, MCP Server, Web Scraper API

Your mission is to build and launch an AI-native product using X402 Payments - a programmable payments infrastructure designed for the next generation of agentic and automated economies.

In this edition of Launch & Fund Your Startup, you’ll have 6 days to validate an idea, build a working prototype, and present a credible path toward real users and on-chain revenue.

This challenge is open to everyone - from early-stage founders to existing startups looking to expand or pivot their products.

Your submission should clearly show how your solution integrates or reimagines X402 Payments in the context of real-world financial interaction

Tracks
Choose one - or mix and match. Each track explores a core use case of programmable payments in the age of agentic systems:

🤖 Agent-to-Agent Payments

Challenge: Build a system where two or more agents autonomously trigger and settle payments—e.g., for usage-based services, access control, or dynamic pricing. Your product should demonstrate a working agentic payment loop with minimal human input.

🧑‍💼Consumer AI Payments

Challenge: Develop an AI assistant that can make payments on a user’s behalf—with built-in rules like spending limits, approval checkpoints, or identity verification (KYC/AML). Showcase how your product handles decision-making, compliance, and safeguards.

🏢 B2B FinOps & Compliance

Challenge: Build a tool for businesses to manage real-time payments and financial operations—like tracking cash flow, enforcing policies, or generating audit-ready records. Highlight automation, accuracy, and visibility into payment activity.

🛒 On-chain Commerce Primitives

Challenge: Launch a digital product or service with a built-in revenue model using X402. Think: token-gated access, real-time rev-splits, or instant payouts to contributors. Your prototype should demonstrate seamless, trustless commerce flows.

Technology & Resources

Bright Data products are available to participants during the hackathon. Use these tools to build agents, data pipelines, search workflows, scraping systems, and production-ready AI infrastructure.

MCP Server

Connect AI agents directly to the live web via LangChain, CrewAI, Claude, Cursor, and more.

Web Unlocker

Bypass bot detection, CAPTCHAs, and geo-blocks on any public website.

SERP API

Real-time structured search engine results from Google, Bing, Yandex, and more.

Scraping Browser

Full browser automation on JavaScript-heavy and interactive sites.

Web Scraper API

Structured JSON from 660+ pre-built site scrapers, including Amazon, LinkedIn, and more.

Scraper Studio

Build and run custom scrapers with AI or code, with no proxy management required.

Proxies

Residential, datacenter, ISP, and mobile IPs with 400M+ monthly IPs for reliable at-scale access.

Bright Data Tech Page

Explore Bright Data resources, platform details, and guidance for using Bright Data during the hackathon.

Access to Technology

Every participant receives $250 in Bright Data API credits to build AI agents and applications powered by live web data. Teams can request additional credits on-site or via the Discord channel .

💳

How to redeem your $250 credits

Promo Code

unlocked

Apply the code after login

1. Sign up or log in at brightdata.com
2. Go to Billing → Overview
3. In the Current plan box on the right, click Apply a promo code
4. Enter unlocked and click Apply
5. Your $250 credit will appear in your balance

Learning Resources

Bright Data Docs | MCP Quickstart | AI Playground | Starter pack for the Bright Data

Partner Tools

Technology Partners

Technology partners are joining Web Data UNLOCKED to support builders with AI models, speech AI, agent memory, workflow automation, serverless inference, and AI-assisted development tools.

Partner challenge eligibility: To be eligible for partner prizes, the relevant partner technology must be integrated into a project submitted under at least one of the three main hackathon tracks: GTM Intelligence, Finance & Market Intelligence, or Security & Compliance.

AI/ML API provides access to leading AI models through a unified API for agents, automation, research, and multimodal use cases.

Build with it:

• Add model APIs to agent workflows
• Build research, extraction, and summarization agents
• Combine live web data with AI reasoning

Challenge: Best Use of AI/ML API for powering the intelligence layer of your project, including reasoning, automation, extraction, or multimodal AI workflows.

Access:

Credits

$10 per person

Availability

Up to 500 participants

Validity

Until the hackathon ends

Claim AI/ML API Coupon

AI/ML API Tech Page AI/ML API Website AI/ML API Discord

Speechmatics provides speech-to-text and conversational AI technology for voice-enabled agents, assistants, and real-time workflows.

Build with it:

• Add transcription to AI agent workflows
• Build voice-enabled research or monitoring tools
• Process spoken content as part of live data pipelines

Access:

Credits

$200 API credits

Availability

First 100 participants

Validity

1 month

Setup Steps

Speechmatics Setup Guide

Promo Code

WEBDATAHACK200

Use the setup guide and the Workshops section below for the redemption steps, then enter this promo code when prompted.

Speechmatics Tech Page Speechmatics Platform Documentation Code Resources

Featherless AI provides serverless AI inference for open-source models, helping builders integrate specialized models into agents, workflows, and real-time applications.

Build with it:

• Add open-source model inference to AI agent workflows
• Build research, automation, or extraction agents using specialized models
• Combine live web data with model-powered reasoning and generation

Challenge: Best Use of Featherless AI for integrating open-source model inference into a useful agent, workflow, or real-world AI application.

Access:

Credits

$25 per participant

Availability

Up to 1,000 participants

Access

First-come, first-served

Validity

1 month from activation

Open Featherless Setup Guide

Promo Code

WEBDATA26

Follow the setup guide to activate your access, then enter this promo code when prompted.

Featherless Tech Page Featherless AI Website Setup Guide

Cognee helps builders add memory and context to AI agents, making it easier to build systems that remember and reason across tasks.

Build with it:

• Give agents persistent memory across workflows
• Store and retrieve context from live web data
• Build agents that improve through structured knowledge

Challenge: Best Use of Agent Memory with Cognee to help your project remember context, organize knowledge, or reason across repeated tasks and data sources.

Cognee Tech Page Cognee Website Documentation

TriggerWare.ai helps teams build event-driven workflows and automation systems that connect AI agents, tools, and real-world actions.

Build with it:

• Trigger workflows from web data changes or agent decisions
• Connect agents with external tools and actions
• Build automation flows around live web intelligence

Challenge: Best Use of Automated Workflows with TriggerWare.ai to connect agents, live web data, tools, and actions into a useful end-to-end workflow.

TriggerWare.ai Tech Page TriggerWare.ai Website Documentation

Kiro is an AI-powered development platform built on AWS that helps developers move from idea to working software faster with AI-assisted coding and workflows.

Build with it:

• Prototype AI agents and full-stack applications faster
• Use AI-assisted coding for faster development
• Turn product ideas into working demos during the hackathon

Challenge: Best Use of Kiro to speed up development and turn your idea into a working demo, AI agent, full-stack app, or prototype during the hackathon.

Access: New users can start with the Kiro Free tier.

Kiro Tech Page Kiro Free Tier Kiro Website Documentation

💡 Quick Note on Partner Access

• Partner credits, promo codes, setup guides, and workshops are provided directly by each technology partner and may depend on availability, eligibility, and each platform’s own terms.

• Some tools, including AI/ML API, may require billing or subscription setup. Please cancel any service you do not plan to continue using after the hackathon to avoid future charges.

• lablab.ai helps coordinate access, but each third-party platform manages its own credits, limits, billing, API keys, and availability.

Workshops & Guides

Workshops

Watch the kickoff stream and partner setup guides to learn how to use the tools available during Web Data UNLOCKED.

lablab.ai

Web Data UNLOCKED Hackathon Kick-off

Speaker: Joanna Slupczewska - Head of Marketing

Topic: Web Data UNLOCKED Hackathon Kick-off Stream

Speechmatics

How to Redeem Your Speechmatics Credits

Speaker: Edgars Adamovics - Developer Relations Lead

Topic: How to redeem your Speechmatics Credits

Speechmatics

Speechmatics Overview

Speaker: Edgars Adamovics - Developer Relations Lead

Topic: Speechmatics Overview

Featherless AI

Featherless AI - Quick Start and Live Demo

Speaker: Isaac Gemal - Developer Relations

Topic: Featherless AI - Quick Start and Live Demo

🏆 Prizes

$18,300+ + Bright Data AI Startup Program opportunities

Onsite & Online Track Prizes

Everyone competes across the same three tracks. Onsite and online winners are awarded separately.

Onsite Prizes

$3,000

Awarded to onsite winners joining the San Francisco finale.

GTM Intelligence

$1,000

Finance & Market Intelligence

$1,000

Security & Compliance

$1,000

Online Prizes

$2,100

Awarded to online winners building remotely and submitting through lablab.ai.

GTM Intelligence

$700

Finance & Market Intelligence

$700

Security & Compliance

$700

Bright Data AI Startup Program

Up to $20,000 in Bright Data credits

Winning teams may be fast-tracked into the Bright Data AI Startup Program to keep building with Bright Data infrastructure, including Web Scraper API, MCP Server, Web Unlocker, SERP API, Scraping Browser, Proxies, and Scraper Studio.

$20K

Credits

Partner Challenges & Rewards

Build with Partner Tools and Win Extra Rewards

AI/ML API Challenge

Best Use of AI/ML API

Must be integrated into at least one of the 3 main tracks

Cash Prize

$1,000

Cash reward from AI/ML API

Platform Credits

$1,000

AI/ML API credits

Speechmatics Challenge

Top Speechmatics Projects

Must be integrated into at least one of the 3 main tracks

1st Place

500 API credits

2nd Place

500 API credits

3rd Place

500 API credits

Cognee Challenge

Best Use of Agent Memory

Must be integrated into at least one of the 3 main tracks

Cognee Team

1 Year Access

Valued at $2,400

Gift Card

$500 Amazon

For the selected team

TriggerWare.ai Challenge

Best Use of Automated Workflows

Must be integrated into at least one of the 3 main tracks

1st Prize

$300 Amazon Gift Card

+ 5,000 tokens/month for 12 months, valued at $600/year

2nd Prize

$150 Amazon Gift Card

+ 5,000 tokens/month for 12 months, valued at $600/year

3rd Prize

$50 Amazon Gift Card

+ 5,000 tokens/month for 12 months, valued at $600/year

Featherless AI Challenge

Inference Credits + Claw Pro

Must be integrated into at least one of the 3 main tracks

1st Place

500 inference credits

+ Claw Pro plan valued at $200

2nd Place

300 inference credits

+ Claw Pro plan valued at $200

3rd Place

100 inference credits

+ Claw Pro plan valued at $200

Kiro Challenge

Best Use of Kiro

Must be integrated into at least one of the 3 main tracks

1st Place

$3,000 Kiro credits

2nd Place

$2,000 Kiro credits

3rd Place

$1,000 Kiro credits

Note: All projects must be submitted through lablab.ai. Everyone competes across the same three main tracks. Onsite and online rewards are awarded separately. Partner prizes require meaningful use of the relevant partner technology and may be subject to partner terms, availability, and final review.

Please note: Participation in lablab.ai hackathons is voluntary. Prizes and opportunities depend on eligibility, availability, and third-party sponsors, for whom lablab.ai is not responsible. Hackathon rules, prizes, and terms may change or be canceled at our discretion. Submissions must be original and MIT-compliant. Prize distribution may take up to 90 days.

Full details: Voluntary Participation & Prize Terms

Community & Social Channels

Stay connected with the teams behind the hackathon and follow along for updates, highlights, and future opportunities.

lablab.ai

X - LinkedIn - Facebook - Instagram - YouTube - Twitch - Website

Bright Data

Website - YouTube - LinkedIn - GitHub - Docs

NativelyAI

X - LinkedIn - Website

What to submit?

📋 Basic Information

• Project Title

• Short Description

• Long Description

• Technology & Category Tags

📸 Cover Image and Presentation

• Cover Image

• Video Presentation

• Slide Presentation

💻 App Hosting & Code Repository

• Public GitHub Repository

• Demo Application Platform

• Application URL

For further details and guidance, please visit Submission Guidelines

Bright Data Requirement: Your submission must demonstrably use at least one Bright Data product.

lablab.ai

Topic: Hackathon Submissions Process

▶️ Watch Video

Judging Criteria

Application of Technology

How effectively the chosen model(s) are integrated into the solution.

Presentation

The clarity and effectiveness of the project presentation.

Business Value

The impact and practical value, considering how well it fits into business areas.

Originality

The uniqueness & creativity of the solution, highlighting approaches and ability to demonstrate behaviors.

Hackathon Details

Join lablab.ai hackathon and innovate using the latest models in the market. Discover all the relevant details below.

🗓️ Where and when

The start date of the hackathon is mentioned according to the date specified on the hackathon page, cover and schedule. The hackathon will take place on the lablab.ai platform, lablab.ai Discord server & Onsite at The Web Data Loft, in San Francisco.

🦸🏼‍♂️ Who can join?

Everyone is welcome to participate, regardless of previous AI or coding experience! We encourage anyone with a passion for AI or an interest in exploring how it can be used in their field to join.

😅 What about teams?

If you don't have a team, don't worry! You can connect with other participants from all over the world on our dashboard or Discord server. We also recommend checking out our Discord server to find teammates and bounce around ideas. You can join the server here.

🛠️ How to participate

The hackathon will take place online on lablab.ai platform and lablab.ai Discord Server. Please register for both in order to participate. To participate click the "Enroll" button at the bottom of the page and read our Hackathon Guidelines and Getting Started Guide.

🧠 Get prepared / Use Lablab.ai to Learn About AI

To get ready for the hackathon, visit our AI Tech pages and read up on all the available technologies. You can also check out our tutorials page for more information on how to use them. Get a head start on your project by using the resources on lablab.ai!

Speakers, Mentors & Judges

Pawel Czech

CEO

Ofer Mendelevitch

Head of developer relations

Isaac Gemal

Developer relations

Sasha Aptlin

Founding AI Engineer @ ReachRx.ai

Nikhil Mehra

Senior Product Manager

Abhishek Saxena

Head of Strategy & Growth

Shraddha Sunil

Co-Founder

Konstantin Marunchenko

Technical Staff Member

Andrea Marazzi

Founder & CCO

Edgars Adamovics

Developer Relations Lead

Santosh Mutyala

Developer relations

Sanem Avcil

AI & Blockchain Advisor

Sohil Vinod Shah

Staff Software Engineer

Andrei Kozlov

Principal Agentic Engineer

Jerry Adams Franklin

AI/ML Research Consultant

Haris Jalal

SWE AI

Noah Kalson

Director Of Brand Marketing

Sandhya Subramani

Sr. Developer Advocate, Gen AI

Vasu Raj Jain

Senior Software Engineer

Kajal Singh

Product Manager

Bhanu Pratap Singh

Lead Technical Architect

Aliaksandr Zhorau

Software Engineer

Shweta Chauhan

Software Development Engineer II

Dave Nielsen

Developer Relations Professional

Valerii Brizhatiuk

Product Lead, VC

Pavan Gondhi

Sr Vice President

Nikhil Mehra

Senior Product Manager

Venkata Guru Vemulakonda

Technical Senior Lead

Japjit Singh

Applied AI Product Lead

Naman Rajpal

Senior Software Engineer

Pawel Czech

CEO

Andrea Marazzi

Founder & CCO

Pawel Czech

Co-Founder

Andrea Marazzi

CCO

Pawel Czech

Founder

Victoria Neiman

Co-founder & COO

Sergey Nuzhnyy

Head of Developer Relations

Sergey Nuzhnyy

Head of Developer Relations

Addy Crezee

Founder & CEO

Sergey Nuzhnyy

Head of Developer Relations

Junnan Li

Research Lead

Gus Martins

Staff Developer Relations Engineer

Philippe Brulé

CTO

Pawel Czech

Co-Founder

Andrea Marazzi

CCO

Andrea Marazzi

Founder and CCO

Event Schedule

To be announced

Web Data UNLOCKED

Onsite FAQ

Questions Before You Join Onsite?

Key details for participants planning to join Web Data UNLOCKED onsite in San Francisco.

Do I need to travel? Do you cover costs?

Travel and accommodation are on you. We cover food, drinks, and the venue. Onsite is best for people already in or near SF, but we welcome anyone willing to make the trip.

I don't have a team yet. Can I still come?

Yes. Join our Discord team-matching channel and tell us your skills. Most winning teams form before the event starts. You can also show up solo and we'll help you find a team on day one.

What's the dress code?

Casual. Wear what you'd code in.

What should I bring?

Laptop, charger, a Bright Data account and an idea or a willingness to find one with a team.

Can I come for just one day?

We strongly recommend both days, but yes, if you can only do one!

Submitted concepts, prototypes and pitches

Submissions from the teams participating in the Web Data UNLOCKED Hackathon event and making it to the end 👊

Spec6: The enterprise intelligence operator

Spec6 is a semi-autonomous AI system for enterprises that collects, monitors, and analyzes live market, competitor, trust, and risk data, then turns it into decision-ready intelligence through chat, memory, triggers, and continuous monitoring.

Unknown wrinkle

Bright Data Proxy NetworkskiroCloudflare Workers AI+1

PriceGhost: Dynamic Pricing Forensic Exposé

PriceGhost exposes corporate dynamic pricing discrimination by coordinating 10 global residential proxies, scraping prices simultaneously, running Gini/Mann-Whitney statistical tests, generating cryptographically signed courtroom-ready evidence dossiers.

Team PriceGhost

Bright Data Web Scraper APIBright Data Scraping BrowserAI/ML API+3

Briefing Forge

Briefing Forge turns live web data into source-backed briefs for meetings, sponsor research, and market intelligence. Built for the Bright Data hackathon.

AAA

AI/ML APIBright Data Web Scraper APIBright Data SERP API

VanTage - Due diligence, on a timeline

Vantage turns 40 hours of PE due diligence into 40 seconds. It builds a live knowledge graph from 12 web sources via Bright Data, auto-surfaces red flags, and a 90-day time slider shows what changed—every claim cited, every memo IC-ready.

Sentinels

Anthropic ClaudeBright Data Scraping BrowserBright Data SERP API+2

Wayfinder

Helps businesses navigate international trade by centralizing freight rates,logistics risks, tariffs, regulations, and shipping requirements.Describe what you want to ship in natural language, and Wayfinder gathers everything you need in one place.

Wayfinder

Bright Data MCP ServerBright Data SERP API

MarketMindAI

MarketMind AI transforms any website into a complete business intelligence report in under a minute.

MergeConflict

kiroBright Data Web Scraper API

ROGUE: Open-web LLM Threat Intelligence Agent

The red-team that never sleeps. A jailbreak hits Reddit; minutes later ROGUE has already tried it on your chatbot and told you if you're breached. Autonomous LLM red-team that harvests new attacks from the web via Bright Data and tests YOUR deployment.

ROGUE

Bright Data MCP ServerBright Data SERP APIBright Data Web Scraper API+3

SupplyPulse

SupplyPulse is an AI delivery exposure platform that helps teams find high-pressure equipment deliveries, connect delays to Bright Data-backed external evidence, and generate traceable reports for faster action.

SupplyPulse

Bright Data SERP APIBright Data Web Scraper APIBright Data Scraping Browser

C2 scraper for crypto currency futures

C2 scraper to scrape binance and crypto futures trade and copy them based on our ML pipeline on the 166k found trades (ongoing and growing)

bastion

AI/ML APIAnthropic ClaudeBright Data Proxy Networks+1

SpoofVane — AI Brand-Impersonation Defense

SpoofVane catches brand-impersonation pages the day they launch. It discovers suspect URLs, renders them live in real Chrome via Bright Data (Scraping Browser, Web Unlocker, geo proxies), then Claude returns a phish verdict and drafts the takedown.

Team SpoofVane

Bright Data Scraping BrowserBright Data SERP APIBright Data Web Scraper API+2

CognitiveOS

CognitiveOS is the persistent memory layer that enables humans and AI to think, remember, and work together over time.

CognitiveOS

CogneeBright Data Datasets

AccessFox

Healthcare account-readiness intelligence from live web signals, helping teams find hospitals preparing to adopt advanced therapies

Evidence Works

AI/ML APIBright Data SERP API

PulseSignal: Executive GTM Strategy Engine

An autonomous Multi-Agent platform that intercepts live web signals, enriches account metadata, and synthesizes executive-level GTM strategies and automated outreach using a Hybrid DeepSeek & Gemini architecture.

PulseSignal

AI/ML APIDeepSeek V3Gemini 3 Flash+4

TalentCompass

Live US heat map of where any role is hottest to hire or apply for — Bright Data scrapes, Cognee graph, BLS truth.

DCTank

Bright Data Web Scraper APICogneeAnthropic Claude+1

PermitRank DC

PermitRank AI is a Bright Data MCP-powered permit intelligence agent for data centers. It anchors on AlohaNAP Kapolei, runs live Honolulu, and uses real-time MCP discovery to rate Maui, Kauaʻi, and Hawaiʻi Island with a live multi-county notices ticker.

PermitRank DC

Bright Data MCP ServerBright Data DatasetsBright Data SERP API+2

Kizuna: Cross-Border Strategic Intelligence

Kizuna is a digital investigator which finds the trust points before corporations selects the wrong bidder from solicitations or a wrong JV.

Happy

AI/ML APIChatGPTClaude Code+1

Insult AI

Insult AI cross-examines claims with live web receipts, then uses guardrails when the target becomes personal.

Insult AI

Bright Data MCP ServerBright Data Web Scraper APIAnthropic Claude

WellSignal

WellSignal turns live web data into wellness GTM intelligence — scraping ClassPass, Eventbrite, and Luma via Bright Data, then using AI to recommend bundles, surface market gaps, and draft corporate outreach.

WellnessSignal

Bright Data Web Scraper APIAnthropic ClaudeLangChain+1

AMI Autonomous Marketplace Intelligence

AMI is a multi-agent marketplace intelligence workspace that uses Bright Data-powered live web signals to turn pricing, supplier, trend, and inventory data into ranked, explainable business recommendations.

Octopus

Bright Data Web Scraper APIBright Data Scraping Browser

OnPoint

Personal stylist for shoppers. Market intelligence for brands. OnPoint turns try-on feedback and live retail data into outfit recommendations and GTM insights — in real time.

OnPoint

Bright Data DatasetsBright Data SERP APIBright Data Web Scraper API+4

VeriTrace

VeriTrace makes AI-generated intelligence cryptographically verifiable. It collects live web data via Bright Data, fingerprints every source with SHA-256, and anchors a tamper-proof merkle root on Solana so any auditor can prove nothing was altered.

VeriTrace

Anthropic ClaudeBright Data SERP APIBright Data Web Scraper API+2

Apohara Synthex

Synthex screens scraped web data for prompt injection before your AI agent ingests it, then seals it into an Evidence Report anyone can verify offline: Ed25519, RFC 3161, a public Rekor transparency log, and C2PA. Built on Bright Data.

Apohara-Team

AI/ML APIClaude Codekiro+11

CausalityAI

AI system that reconstructs how real-world events happen by turning scattered web information into structured causal chains. Instead of summaries, it shows the sequence of events that led to an outcome.

Causality AI

FeatherlessBright Data SERP API

Vertex Real Time Ad Verification

A way to access true, real-time context in any advertising environment for both the ad viewer and the ad environment simultaneously enabled by Bright Data and advanced AI

Team VDX

Bright Data Scraping BrowserBright Data Web Scraper APIBright Data Datasets

WebDataOS

Enterprise intelligence runtime built on Bright Data. Self-healing gateway, Cognee memory, LLM synthesis, and autonomous actions across 3 domains.

Team WebDataOS

AI/ML APIBright Data Web Scraper APIBright Data SERP API+8

SignalWindow: GTM Intent Radar

SignalWindow is an autonomous GTM pipeline that uses Bright Data to reach blocked sources (Reddit, HN, G2), scores when a competitor’s customer is winnable, and fires cited Slack alerts before intent shows up in any vendor feed.

OneDev

Anthropic ClaudeBright Data SERP APIBright Data Web Scraper API+6

Sentra AI - Live GTM Intelligence OS

Sentra AI is a GTM intelligence OS: Bright Data collects live competitor and market evidence, AI/ML API reasons over it, and monitors deliver executive briefs, alerts, visual forensics, and voice-powered analysis history.

Prompt Pirates

Bright Data SERP APIBright Data Web Scraper APIBright Data Scraping Browser+3

Misaki: AI Legislative Intelligence Platform

Misaki is an AI compliance analyst that watches every US state, EU & UK legislature, scores each bill's dollar exposure to your company, and acts on it — generating board-ready briefs from live web data via Bright Data and the AI/ML API.

Mizu

AI/ML APIBright Data MCP ServerBright Data Scraping Browser+5

EROS - External Reality OS

EROS (External Reality Operating System) is an AI-powered intelligence platform that transforms the open web into real-time, actionable business intelligence. By continuously monitoring external signals across competitors, vendors, markets, etc.

DexZ

AI/ML APIAntigravitySpeechmatics api+5

Pulse — Alt-Data Demand Terminal

We turn the open web—marketplace prices, reviews, and job postings—into real-time demand signals, scraping live data via Bright Data and producing a cited momentum nowcast with graph memory that alerts teams the moment competitors move.

Aarya Patel

AI/ML APISpeechmatics apiBright Data Datasets+4

OpportunityOS AI

Continuous deep web monitoring powered by Bright Data crawler clusters. Tailor OpportunityOS AI to scan the live internet for scholarships, tech internships, startup grants, and accelerator programs matching your profile

BDAW

AI StudioBright Data DatasetsBright Data MCP Server+6

PolicyPulse: Regulatory Operations Intelligence

PolicyPulse is a regulatory operations intelligence plaltform for immigration legal workflows, transforming fragmented visa bulletin and legal intelligence signals into prioritized attorney guidance

PolicyPulse

Bright Data Web Scraper APIAnthropic ClaudeStreamlit

Fortify DD

Fortify DD is an AI-powered vendor due diligence agent that gathers open-web intelligence to assess risk dimensions and continuously monitors compliance to detect vendor risk drift, triggering alerts with Cognee memory and TriggerWare automation.

Knuckle Dragger

Bright Data SERP APIBright Data Web Scraper APItriggerware+2

AI-driven real-time web intelligence

High-performance microservice for parallel web data collection, structuring, and cross-analysis.

Dominify

Qwen3Bright Data Web Scraper API

Bellwether

A morning agent that watches your supplier list, surfaces risk from the live web, and files an audit-grade review ticket in your CRM — autonomously, with every claim cited.

Subhendu Das

CrewAIBright Data DatasetsIBM Granite+4

Corporate Truth Terminal

Corporate Truth Terminal is an AI intelligence agent that monitors public signals across job postings, news, security disclosures, and reviews to surface predictive insights about companies before they become obvious.

Full Court Press

Bright Data Web Scraper APIAnthropic ClaudeCodex+6

Bedrock: Grounding Firewall

Bedrock is a claim-level fact checker for enterprise deployment of AI-generated text. Paste an AI-written memo, brief, or summary, and it verifies each atomic claim against live web evidence with verdicts and source receipts.

Monts

Bright Data MCP ServerBright Data Web Scraper APIAI/ML API+1

ojisan.fund -AI powered syndicate

http://ojisan.fund/ - Venture Capital Syndicate Focused on AI and Web3.

OjiSan

AI/ML APICognee

HomeStar — CRE Rental Intelligence

A demand-side early-warning engine for commercial real estate rent. Detects market turns 5–7 months ahead, validated across 17 metros at a 79.3% hit rate, with live Bright Data signals corroborating the engine in real time.

HomeStar

Bright Data Web Scraper APIAnthropic Claude

Uptrend

Uptrend: AI US equity research on single-stock reports, portfolio reviews, sector market pulse. Gemini + optional Bright Data (SERP, Web Unlocker) + Yahoo-style data. On-demand, file-cached; not alerts, live P&L, or investment advice.

uptrend

Bright Data SERP APIBright Data Web Scraper API

Amber: Catch Gray-Market Diversion

Amber captures the same product from inside two countries via Bright Data residential exits, strips VAT, and seals the net price gap into a signed, geo-attributed evidence packet anyone can verify offline. Catch gray-market diversion, and prove it.

Tripod

AI/ML APIBright Data DatasetsBright Data MCP Server+9

AlphaTrade AI

AlphaStream is an automated, AI financial intelligence platform that transforms raw web data into institutional-grade investment reports.

CoderAlpha

AntigravityAnthropic ClaudeBright Data SERP API

Alternative Data Radar

Alternative Data Radar turns job, pricing & traffic signals into a scored earnings verdict — built serverless by Team Dare2DevIntel for mid-market investors.

Dare2DevIntel

AI/ML APIBright Data SERP APIBright Data Web Scraper API+1

California State Spending Data Deep Dive

California state budget is huge. Our tax burden is very high compared to other states. We used Bright Data and gen AI agents to scrape and analyze government spending data looking for anomalous patterns.

RealWork

Bright Data Scraping BrowserBright Data Web Scraper APIBright Data SERP API+1

UniFlow — AI University Companion

Chat first AI hub that runs every Malaysian student's university life — schedule, assignments, budget, scholarships, internships, and Spectrum course imports ,all powered by Bright Data and Groq LLM.

Masterminds

AI/ML APIBright Data SERP APIBright Data Web Scraper API+1

Vendor Risk Radar

Continuous, cited third-party vendor risk intelligence from the live web. Our Blast Radius engine detects when one breach cascades across connected vendors and flags exactly who to investigate - powered by Bright Data SERP, Web Unlocker + AI.

BigBros

AI/ML APIBright Data Web Scraper APIBright Data SERP API+8

Tessera - The Signal Foundry for Open Web

A signal foundry for the open web: same data, any buyer, one verdict.

TheConqueror

Bright Data MCP ServerBright Data SERP APIBright Data Web Scraper API+2

GTM Intelligence

SignalIQ is an AI-powered GTM Intelligence Agent that uses Bright Data to monitor buying signals, competitor activity, hiring trends, funding events, and market movements in real time, transforming live web data into actionable revenue intelligence.

Catnology

AntigravityAnthropic ClaudeChatGPT+3

Human First Capital

For this hackathon project, I set out to build a system that continuously maps my internet ecosystem—identifying people similar to me, uncovering collaboration networks, and surfacing opportunities I might otherwise miss.

Team Hackaholics

AutoGenCodexBright Data MCP Server+1

EduSignal â€” District Root-Cause Intelligence

EduSignal identifies why districts in India are underperforming academically, clusters them by root cause using ML, and tracks intervention effectiveness, turning raw web evidence into actionable insights for education officers.

Aliza Knights

AI/ML APIBright Data SERP APIBright Data Web Scraper API+3

BuildLane Horizon

An autonomous multi-agent workflow that completely automates competitive research using live web data.

BuildLane Horizon

CogneeGemini 3 FlashBright Data Web Scraper API+1

Echo — Real-Time Financial Intelligence Platform

Echo is a multi-agent financial intelligence system powered by Bright Data. It monitors portfolios in real-time, surfaces BUY/HOLD/SELL signals, tracks compliance risks, and delivers alternative data — for smarter investment decisions.

Blue star

Anthropic ClaudeBright Data Scraping BrowserBright Data SERP API+4

Pulse AI

An autonomous GTM intelligence agent that monitors competitors 24/7 using Bright Data MCP and GPT-4o. It automatically tracks real-time pricing updates, hiring signals, and generates verified, CRM-ready personalized sales outreach emails.

PulseAI

Bright Data Web Scraper APIAI/ML APILangChain

London - Match, Deploy & Optimize AI GTM Agents

London is an AI workforce platform that helps businesses match, deploy, and optimize the best GTM agents for their goals, using live web intelligence, performance analytics, and continuous feedback loops.

London

Anthropic ClaudeBright Data MCP ServerBright Data Web Scraper API+2

Foreshock — Continuous ICT Vendor Risk Monitoring

Continuous ICT vendor-risk monitoring for fintech GRC teams. Foreshock tracks vendor business health across public sources, scores converging signals, fires an alert, and writes a citation-audited risk summary. The DORA layer incumbents miss.

DataWisdom Labs

Bright Data MCP ServerAnthropic ClaudeClaude Code+2

Risk Horizon: Supplier Risk AI Agent

Risk Horizon is a multi-step AI agent that uses live web data to detect supplier and market disruption signals, analyze business impact, and generate source-backed risk reports with recommended actions.

Risk Horizon

Bright Data SERP APIBright Data Web Scraper APIBright Data Scraping Browser+1

Contract Finder

Uses web search and URL web scraping to find detailed intelligence on contracts to pursue. Leverages agentic AI from Anthropics Claude, Bright Data tools and Speechmatics to get focused intelligence for pursuit of business goals

FindContracts

Anthropic ClaudeBright Data SERP APIBright Data Scraping Browser+2

Sentinel Signal

Sentinel Signal is the live-data pipeline layer for your CRM/MDM it continuously enriches every account from the open web, scores and sources every fact for your selected customer, and syncs the clean record back into your CRM, warehouse, or MDM.

Sentinel Signal

AI/ML APIBright Data DatasetsBright Data MCP Server+7

Uh Oh!

We’re doomscrolling the internet so product safety teams don’t have to. Uh Oh! uses Bright Data, FDA/openFDA, CAERS, Cognee, and Triggerware to detect food safety signals and turn them into source-backed case files for safety and enterprise risk review.

Uh Oh!

AI/ML APIBright Data SERP APIBright Data Web Scraper API+9

YOLO Street

YOLO Street is an AI-powered autonomus trading agent for retail investors, turning market data, news, and signals into faster decisions and automated trade execution. Turn your 100$ into 1000$

YOLO Street

Bright Data SERP APIBright Data Web Scraper API

Job Title Archaeology

Job Title Archaeology detects emerging job titles and company hiring signals from Bright Data job-posting snapshots, turning messy labor-market data into searchable dossiers and field reports.

Pine

Claude CodeGemini AIBright Data SERP API+2

Bright Data Hiring Agent

AI sourcing agent powered by Bright Data: discovers candidate leads from the web, enriches and scores them with LLMs, and ships a recruiter review-and-export workflow.

CarbonSilicon Labs

AI/ML APIOpenAIBright Data SERP API+2

PlanMyDay

Help people find events in the bay area without going through multiple sources

makerai

Bright Data MCP ServerBright Data Scraping BrowserBright Data SERP API+1

PulseIntel — Enterprise Web Intelligence Platform

PulseIntel monitors competitor hiring signals to generate AI strategy briefs and scans the open web for brand threats including phishing, credential leaks, and impersonation — all powered by Bright Data MCP and Groq AI.

WECODE

Bright Data MCP ServerGroqLlama 3.2+1

Workfusion SignalOps

Bright Data-powered web intelligence desk for MT4/MT5 EA builders. It detects live public MQL blockers and routes them into debugging, readiness, and risk workflows.

Workfusion SignalOps

Bright Data SERP API

Agentic Audit

A proactive compliance agent that bypasses web blocks to continuously monitor regulatory updates, using multi-agent AI to instantly map legal changes to internal company risk.

Agentic Audit

Bright Data SERP APIChromaClaude Code+2

Transcript Evaluator

pass in an interview transcript and it outputs a rubric with a second agent evaluating the first agent on how the first agent is doing

Henry Qi

CodexBright Data MCP ServerCursor+1

Social Insight: Discover What Customers Want

Social Insight scans public conversations across the web to reveal customer frustrations, unmet needs, and emerging opportunities.Get actionable insights in minutes instead of spending hours scrolling through feeds.

Blast Radius

Bright Data MCP ServerBright Data SERP APIBright Data Web Scraper API+2

RevenueOS

RevenueOS helps sales teams find the right customers, identify buying signals, research accounts, and generate personalized outreach automatically, so reps spend less time on busywork and more time building relationships and closing deals.

RevenueOS

AgentOpsAnthropic ClaudeBright Data Datasets+9

Market Causality Graph

Market Causality Graph uses Bright Data to detect supply chain disruptions in real time and predict their downstream financial impact through statistically validated causal relationships.

Navodayan

Bright Data SERP APIBright Data Scraping BrowserBright Data Web Scraper API

VendorPulse live approval gate for Shadow AI tools

VendorPulse is a live evidence approval gate for Shadow AI tools. It helps enterprise security, privacy, procurement, SaaS management, and GRC teams review employee-used AI vendors with public-web evidence, policy rules, and audit-ready approval memos.

Pakistan

AI/ML APIBright Data SERP APIBright Data Web Scraper API

Wasabi.ai

Wasabi.ai is an autonomous web intelligence platform that leverages AI and real-time scraping to transform messy web data into actionable strategic insights for enterprise leadership and investors.

God Boys

ChatGPTAnthropic ClaudeAntigravity+3

Pricelens

PriceLens detects Amazon price manipulation in real time. Compare UK, US & India prices, spot fake discounts and scarcity tactics, cross-verify via Bright Data SERP API, and get AI-powered verdicts.

The SANdbox

AI/ML APIBright Data SERP APICAMEL+1

AgentMarshal

A governance and audit-evidence layer for autonomous AI agents. Every action is checked against a policy contract, then sealed into a signed, timestamped, hash-chained receipt — proof of what the agent knew and decided. Logs aren't evidence.

AgentMarshal

AI/ML APIAnthropic ClaudeBright Data Datasets+5

Markster Recon: Be the First Call, Not the Fifth

Your best account starts buying and the CRM says nothing - so a competitor calls first. Recon reads the live web via 6 Bright Data products, sources and scores every signal, and writes the next move into HubSpot. Be the first call, not the fifth.

Markster

AgentOpsBright Data DatasetsBright Data MCP Server+12

cis-research-agent

Global IT Research Agent is an AI-powered tool that scrapes live IT job market data using Bright Data and analyzes it with Gemini AI — delivering structured reports on salaries, skills, and market trends in real time.

Prot0_Progers

Bright Data SERP APIAI/ML APIAntigravity+1

Adversarial Infrastructure Analyzer

This monitors newly registerd domain ,Certificate transparency logs,passive DNS feeds for patern matching known threat actor infra.Scrape the live site and screenshot them,score against phising

Solodev

Bright Data Scraping BrowserBright Data Proxy NetworksBright Data SERP API+6

Vigil: Autonomous Supply Chain Risk Intelligence

Vigil is an autonomous multi-agent threat intelligence platform that scans public registries, code bases, and dark web indexes in parallel to detect third-party supply chain breach signals days before official public disclosure.

Bright Data SERP APIBright Data Web Scraper APIBright Data Scraping Browser+2

ghost shift

GhostShift is an autonomous AI platform that detects IP theft and "ghost shift" manufacturing. Powered by Claude 3.5 Sonnet and 5 specialized agents, it scans global marketplaces, traces supply chains, and runs forensic analysis to deliver a legal dossie

GYM_DE_SHOKEEN

Anthropic ClaudeBright Data DatasetsBright Data Scraping Browser+4

Raise AI

AI investor management services to make fund raising simpler for Venture Capital General Partners.

Raiser AI

OpenAIBright Data SERP APIBright Data Web Scraper API

NemoForge - Agentic Web Browsing

A Secure AI Web Data Agent Platform powered by NVIDIA NIM (NemoClaw) & Bright Data

IIT Guwahati DSAI

Bright Data Proxy NetworksBright Data Scraping BrowserNVIDIA+1

bash agent

an AI-powered "vibe-coding" and development platform.Key Characteristics of the AppAutonomous App Development: The application was generated end-to-end using natural language prompts.

single

ReplitGemini AIBright Data Datasets+1

Nexus AI

NEXUS is a deterministic intelligence platform that transforms live web signals into auditable strategic insights. Using temporal replay, explainable AI, and evidence-backed cognition, it enables organisations to monitor, understand, & trust AI decisions.

Techies

AI/ML APIAntigravityBright Data Datasets+9

Trading Card Block

Enterprise-grade Pokémon TCG market hub: Bright Data unlocks live liquidity, PSA comps, and creator transcripts into one warehouse—AI analyst cites every number, never invents data.

TradingCardBlock

Bright Data MCP ServerBright Data SERP APIBright Data Web Scraper API+6

AluminatiEye

AluminatiEye is a GPU Cloud Intelligence platform that tracks real-time pricing, arbitrage opportunities, provider risk, and market signals to help AI teams optimize infrastructure decisions.

AluminatiEye

AI21 LabsAI/ML APIAMD Developer Cloud+20

Market Early Predictor

SignalSprint AI predicts market entry by scanning business signals and turning them into clear strategy, scores, and next actions.

SignalSprint AI

Bright Data SERP APIBright Data Web Scraper APIAnthropic Claude+1

StockPulse

AI-powered pre-earnings intelligence platform that scrapes live web signals via Bright Data and synthesizes them into structured financial briefs using Claude AI.

NeuroAI

Anthropic ClaudeClaude Code

AutoLance

AI-powered Upwork job matching platform — scrapes live jobs via Bright Data, scores them against your CV using Claude AI, and generates personalized proposals so freelancers apply smarter and win more.

Team Mutex

AI/ML APIBright Data Web Scraper API

ReIn Agent

ReIn Agent is an AI-powered research assistant that transforms voice or text queries into structured insights using speech recognition, web intelligence, and LLM-based summarization.

Code Of Duty

AgentOps

ZeravaneAI — Enterprise Web Intelligence Platform

Real-time web scraping + Gemini LLM integration for enterprise intelligence. Scrapes live URLs and answers developer questions using RAG pipeline. Deployed on Streamlit Cloud with BeautifulSoup, FastAPI, and advanced LLM capabilities.

singleton vanguard

Bright Data DatasetsAI/ML APIGemini AI+4

PreIntent

PreIntent helps sales teams find buyers before they show intent. It tracks competitor removals, regulation pressure, and community pain, then combines them into account-level convergence scores and Slack-ready Intel Briefs.

North Star

AI/ML APIFeatherlessAntigravity+4

Heatmapper

Recovers the market's true implied price distribution and dealer gamma/vanna positioning from live options data to reveal where a stock is likely to be pinned or pushed.

prismcredit

Bright Data SERP APIClaude Code

Vendor Shield AI

Vendor Shield AI scans your tech stack against live CVE databases in 60 seconds. Powered by Bright Data web scraping and AI analysis, it delivers real-time breach-risk reports with CVSS scores, exploit status, and patch guidance.

Deep Thinkers

Bright Data DatasetsClaude Code

Wedge — Market Opportunity Briefs in 60s

Paste a product idea, get a one-page Market Opportunity Brief in ~60s: top competitors, real customer complaints with source links, and LLM-synthesized opportunity gaps and positioning angles. Powered by Bright Data SERP API + Web Unlocker

argyteam

Bright Data SERP APINVIDIA

Yaqaz: The Competitor Intelligence Agent

Yaqaz is an autonomous AI agent that monitors any business's competitors across Google Maps and social platforms. It fires Bright Data calls, reasons over thousands of reviews with GPT-5, and delivers live intelligence plus instant WhatsApp alerts.

Yaqaz

AI/ML APIBright Data DatasetsBright Data SERP API+2

JOB MARKET INTELLIGENCE DASHBOARD

AI-powered Job Market Intelligence Dashboard that scrapes real-time job postings, analyzes hiring trends, tracks top companies and roles, and delivers actionable insights through interactive visualizations and AI-driven recommendations.

LDG

Bright Data SERP APIStreamlitGemini AI+1

ARGUS

ARGUS is an autonomous AI cybersecurity agent scanning the live web via Bright Data to detect and respond to threats in real time. It moves beyond scraping to understand, decide, and act through attack simulation and persistent memory.

Obsidian

Bright Data MCP ServerBright Data SERP APICognee+3

Sentinel Web-Risk Intelligence Platform

Sentinel Web-Risk Intelligence Platform is a zero-trust risk engine powered by 6 CrewAI agents. Using Speechmatics voice telemetry and Bright Data proxies, it cross-examines open web data streams to predict vendor collapse before it happens.

Sentinel Labs

Bright Data Proxy NetworksBright Data SERP APIBright Data Scraping Browser+6

ComplianceRadar

ComplianceRadar monitors 50+ regulatory sources (SEC, GDPR, FINRA, FCA, OSHA) in real time. It detects content changes via SHA-256 hashing, synthesizes alerts with Gemini AI, and delivers severity-scored Slack notifications with remediation steps.

QuackForge

AI/ML APIBright Data Web Scraper APIBright Data MCP Server+3

Surface IQ

Surface IQ - agentic AI sales platform powered by Bright Data. Describe your ideal customer, and an AI agent sources companies from LinkedIn, detects live buying signals, and writes personalized outreach. Under 3 minutes, about 3 cents.

Solo Han

Bright Data Web Scraper API

JACOBI: Adversarial Pricing Topology Probe

JACOBI is a 24-agent parallel adversarial pricing probe that detects and classifies real-time location, hardware, and cookie-based price discrimination. Leverages BrightData, AI/ML API, and a gas-optimized Sepolia Solidity Merkle verification ledger.

BrightThree

AI/ML APIkiroCognee+3

MAITS-REILLY: Multi-Agent Intel Tracking System

"MAITS-REILLY is an AI-driven OSINT orchestrator that combines multi-agent logic with enterprise proxy networks to autonomously gather, verify, and analyze complex web intelligence without getting blocked."

MAITS-REILLY

Bright Data DatasetsBright Data Scraping BrowserClaude Code+1

SignalWatch AI

SignalWatch AI is a live web intelligence agent that uses Bright Data SERP API and Gemini AI to monitor public web signals about companies, competitors, market movements, product launches, pricing, and risks, then turns them into intelligence reports.

Slash

Gemini AIAI StudioGenerative AI Studio+2

War Room AI — Autonomous Market Battlefield

Five autonomous agents. Five Bright Data products. Three flagship missions covering all hackathon tracks. Delivers an Executive Battle Brief with Market Move Score and a Recommended Move in 15 seconds.

War Room AI

Bright Data DatasetsBright Data MCP ServerBright Data Scraping Browser+4

CompanyDB

CompanyDB is a company-intelligence platform that continuously scans companies across GTM, finance, and security tracks using AI agents, turning live web evidence into scored signals, trend charts, alerts, and a public API for tracking company momentum.

Ronin

Bright Data SERP APIBright Data Web Scraper API

SalesPilot AI —The Autonomous B2B Sales Researcher

SalesPilot AI is a multi-agent platform that automates deep B2B account research. It analyzes company data, funding news, tech stacks, and buying intent signals to instantly generate personalized outreach drafts for sales teams.

Unlocked

AntigravityAWSBright Data SERP API+4

RevSignal: Ops Intelligence for Startups

Give RevSignal any company domain and it reads the live web to return a cited operational brief: where the company is stretched, what it can automate, and the funding in its own country to pay for it. For founder-led startups, any vertical.

ArtificialArtz

Bright Data DatasetsBright Data MCP ServerBright Data SERP API+3

Cloud Waste Sniper

AI-powered FinOps platform that autonomously detects wasteful cloud infrastructure, scrapes real-time multi-cloud pricing via Bright Data SERP API, and auto-remediates Terraform configurations — committing optimizations directly via Git.

Daddy A & Daddy P

AntigravityAnthropic ClaudeBright Data SERP API+1

VendorWatch AI

VendorWatch AI is an autonomous enterprise vendor-risk intelligence agent powered by Bright Data MCP. It investigates third-party vendors using live public web signals, classifies cybersecurity, legal, financial, operational, and reputation risks

Quiet Intelligence

Streamlit

TrademarkGuard AI

Continuously monitors the open web for brand threats, delivers structured actionable intelligence, operates without human intervention.

nodesemesta

VercelAI/ML APIBright Data SERP API+5

AI_Startup_Oprrator

AI Startup Operator is an AI-powered startup intelligence platform that helps entrepreneurs validate startup ideas, analyze market potential, generate business strategies, and receive smart AI-driven recommendations for building scalable businesses.

Nova Nexus

ChatGPTClaude Code

Reddit Intelligence Swarm

Based on user's query, we get relevant posts and comments from Reddit and using a multi-agent system we inform user of current trends regarding the query.

TARS

Bright Data Web Scraper APIAntigravityQwen3

GTM Signal Intelligence

A 6stage pipeline that monitors public web signals like SSL certificates DNS changes GitHub activity to detect when companies adopt new B2B software then uses AI to identify the vendor estimate the deal close date and surface the optimal outreach window.

TechieBunnies

OpenAIGPT 4orest api+8

ComputeScout

Find the best place on Earth to run your workload.

Requiem

Bright Data Web Scraper APICursorGroq

GAVAI (Global Asset Valuation AI)

GAVAI is an AI property intelligence platform that models real-time market signals. It uses Bright Data to aggregate fragmented listings and risk maps , providing defensible valuations and hazard scores in seconds.

8Team

AI/ML APIBright Data MCP ServerBright Data Scraping Browser+2

TUNAI: Shared Intelligence Layer for Agentic Web

Tunai is a shared intelligence layer that hardens enterprise trust. Using Bright Data’s real-time web tools, it builds an autonomous verification loop to detect deepfakes, supplier fraud, and competitor bots before they compromise your operations.

Team8

Bright Data DatasetsBright Data MCP ServerBright Data Proxy Networks+4

numberde a local platform

this digital solution brings client and business together and helps equivaletly

Code911

AntigravityChatGPTGemini 3 pro

Alibaba Web Scraper

In order to run the application, kindly run main.py from the root folder.

JasVin

Bright Data Web Scraper APIHuggingFace Hub

Venture Capital Scout

VC Scout is an AI scouting agent that turns a company name into a fully sourced investor deal memo in under 2-3 minutes. By running parallel Bright Data collectors, it automates 30 minutes of manual triage without hallucinating or relying on stale data.

Angel Sahur

AI/ML APIBright Data SERP APIBright Data Scraping Browser

SocialCopilot

SocialCopilot is an AI assistant that publishes to many social platforms. SocialClaw scans competitor posting times and brand DNA, while the campaign generator builds custom text, branded graphics, and cinematic video ads inside one workspace.

going_merry

AI/ML APIBright Data DatasetsBright Data MCP Server+8

Leak Ranger

Leak Radar: a scalable pipeline that ingests sources, scans repositories and feeds, classifies leak candidates with ML, enforces policies, and sends alerts for exposed secrets and sensitive data.

Query curious

AI/ML APIGemini AIBright Data MCP Server+4

MarketIntel: Agentic Competitive Analysis

Autonomous multi-agent system that scrapes competitor websites through Bright Data Web Unlocker, extracts structured intelligence with LLMs, and verifies every claim against source material before generating a report.

TechWiz

Bright Data Web Scraper APIVercelCodex+3

PharmaNexus

A pharma GTM decision engine that correlates live competitive signals across market access, messaging, hiring, regulatory, and KOL influence into one verdict — ACT, PREPARE, or MONITOR. Built with Bright Data, AI/ML API (Claude 4.5), and TriggerWare.

GTMPHARMA

Bright Data MCP ServerBright Data Scraping BrowserBright Data SERP API+2

VanGuard - Open Web Theart Intelligence

VANGUARD is an AI-powered open web threat intelligence platform built to fill the blind spots that traditional security tools miss. While SIEMs and firewalls protect the perimeter, they can't see credential dumps on paste sites, silent regulatory updates

techbirds

GroqClaude Code

DealRadar — AI-Powered Supplier Intelligence Agent

DealRadar uses AI agents + Bright Data to find, verify & analyze suppliers in real-time. Get risk scores & profit margins in 15 seconds.

ParsePair

Anthropic ClaudeBright Data MCP ServerBright Data Datasets+1

DealPulse Scout — AI Agent for Live Car Deals

LangGraph multi-agent system that scrapes live car listings across CarGurus, AutoTrader & Craigslist using Bright Data MCP, Web Unlocker & SERP API — then scores deals against real-time market prices and surfaces the top 3 in under 60 seconds.

SerialHackerAustin

LangChainBright Data Web Scraper APIBright Data SERP API+2

AEOspy

An autonomous multi-agent audit radar optimizing brand visibility & detecting omissions across LLMs, powered by Bright Data.

AEOspy

AI/ML APIAnthropic ClaudeAntigravity+10

AlphaAudit

An autonomous corporate integrity auditor that scrapes official SEC filing claims and cross-references them against live alternative web signals to calculate a "Decoupling Coefficient"—backed by automated Scraping Browser screenshot proof.

Sankar

LangChainGemini 3 FlashBright Data MCP Server+4

WebPulse Intelligence

WebPulse Intelligence is an autonomous GTM intelligence platform that uses Bright Data and AI agents to monitor competitors, detect buying signals, track market changes, and generate actionable sales-ready insights in real time.

WebPulse Intelligence

Bright Data SERP APIOpenAIGemini AI+2

EtsyPulse

EtsyPulse turns live Etsy, search, competitor, and social signals into Judge-scored seller briefs, so Etsy shops see only the market moves worth acting on.

Zach Dolph

Bright Data Web Scraper APIBright Data SERP APIopenclaw+4

RealEstate Buddy

AI-powered UK rental scout that bypasses portal blocks via Bright Data, scrapes Zoopla/Rightmove/SpareRoom in parallel, scores every listing against the live market median, and accepts voice queries via Speechmatics real-time.

TheVoyagers

AI/ML APIAnthropic ClaudeBright Data Web Scraper API+2

Pulse: Autonomous Vendor Risk Agent

Continuous, evidence-backed third-party risk assessment powered by autonomous web intelligence.

MbuhSingPentingMenang

AI/ML APIBright Data SERP APIBright Data Web Scraper API+4

VANTA: Autonomous GTM Intelligence Agent

VANTA scans live web data for competitor complaints, scores buyer intent with AI, generates sales battle cards, and pushes qualified opportunities into CRM.

Alpha

Bright Data MCP ServerBright Data SERP APIBright Data Web Scraper API+3

Trade Bridge

AI-powered export intelligence for African traders. 5 agents fire in real time — live prices via Bright Data, regulations, logistics, buyer discovery, and profit margins. Know your margins before you ship

Status 200

AI/ML APIBright Data DatasetsBright Data MCP Server+4

IntelScout AI — Live GTM Intelligence

IntelScout AI is a real-time competitive intelligence platform built on n8n. It uses Bright Data SERP API to crawl live web data, processes it through Gemini AI, and delivers structured GTM battlecard reports in under 30 seconds.

JABRA

n8nBright Data DatasetsBright Data SERP API+2

NanoAgent: Edge-First Web Intelligence

NanoAgent is an „Edge-First Web Intelligence“ Agent.

MyTeam

Gemini AI

RivalRadar-Real-time Competitor Intelligence Agent

Autonomous AI agent that researches your competitors in real-time using live Google search + web scraping. Enter any company name and get a full competitive intelligence report with charts in under 2 minutes.

Gaurang_Solo

Gemini AIBright Data SERP APIBright Data Web Scraper API+2

ZippoAI Live Intelligence Agent

ZippoAI combines Bright Data live web intelligence with local AI memory to deliver real-time competitor, market, and risk insights through structured enterprise research reports.

Santai Tapi Serius lek

kiroQwen3Qdrant

SkillSeekr

SkillSeekr converts live hiring activity into market intelligence about skill demand, company hiring patterns, salary signals, and strategic business direction

Bay Area Anomoly

Bright Data SERP APIChatGPTClaude Code+1

SignalScope AI

SignalScope AI is a real-time web intelligence that turns live business news into concise AI-driven impact insights.

CognitionX

Bright Data SERP APIBright Data Web Scraper APIGroq+2

JanSetu — India's Civic AI Assistant

Real-time AI that turns government complexity into plain-language answers for every Indian — from farmers finding welfare schemes to businesses tracking SEBI/RBI regulations. Supports 5+ Indian languages.

Team_00

AntigravityAnthropic ClaudeLangChain+5

LexScout — Legal Action Intelligence Agent

LexScout turns any legal situation into a complete action plan — applicable laws, case precedents, a drafted complaint, and free legal aid — powered by live Bright Data web scraping.

ROGER - LexScout

Bright Data Scraping BrowserBright Data SERP APIBright Data Web Scraper API+5

Finance Market AI

FinanceMarket AI is an intelligent financial market analysis platform that provides real-time market insights, price tracking, and AI-powered predictions to help users make informed investment decisions.

Mehran Team

AI/ML APIClaude CodeReplit

GEO visibility analyst

GEO Command Center is an AI visibility intelligence tool for marketing teams. Your brand appears in AI-generated answers, then delivers a visibility score, citation gap analysis, and grounded recommendations.

AI Coffee

Bright Data Scraping BrowserBright Data SERP APIBright Data Datasets

Reality Drift

AI infrastructure that detects when companies publish different sustainability narratives to different regions — and gives compliance teams a live mirror of what their own organization is telling the world before regulators find it first.

REALITY DRIFT

Bright Data DatasetsBright Data MCP ServerBright Data Proxy Networks+8

CareSync Ai

CareSync AI is an autonomous healthcare intelligence platform that uses AI agents, predictive analytics, and live web intelligence to prevent resource shortages, optimize procurement, and improve hospital operations.

Healing Frontier

GPT-4Bright Data MCP ServerBright Data Scraping Browser+7

Vendor Risk Enforcer

Vendor Risk Enforcer is an autonomous multi-agent AI swarm built for M&A cyber due diligence. Powered by Gemini 2.5 Pro and Bright Data MCP, it aggressively maps vendor attack surfaces and isolates threats with zero human latency.

Tech wizard

Bright Data Web Scraper APIGemini AIBright Data Datasets+1

DIFARYX

DIFARYX is an AI scientific reasoning system that transforms experimental data into evidence-based research decisions. It analyzes scientific evidence, identifies validation gaps, recommends experiments, and generates reports to accelerate R&D workflows.

dFRYX LAB

CodexAnthropic ClaudeAntigravity+1

PathwayPulse

PathwayPulse detects when a drug mechanism proven in one disease is quietly being applied to another before the market notices. It ingests preprints, trials, and conference data via Bright Data, then maps cross-indication signals in real time.

F-15

AI/ML APIBright Data Scraping BrowserBright Data Web Scraper API+8

diversifi

Stop watching inflation erode your savings. This autonomous advisor reads live market signals, executes hedging strategies on your behalf, and logs every decision on-chain for full accountability.

fourcast

FeatherlesskiroAI/ML API+5

VendorGuard AI powered by The Loom

Zero-Knowledge B2B threat intelligence. We use Bright Data & Claude for stateless web scanning, then encrypt and store reports locally in the browser via The Loom. Maximum OSINT power, zero centralized honeypots.

VendorGuardAI

Anthropic ClaudeBright Data SERP APIBright Data Web Scraper API

Formica AI

Formica AI uses swarm intelligence to score vendor riskPageRank for graph propagation, ABC/ACO for signal reliability. Fully decomposable. Fully auditable.

Formica AI

Bright Data DatasetsBright Data SERP APIBright Data Web Scraper API

Taki: 14 agents over one live web bundle

14 Gemini 2.5 Pro agents share one Bright Data live-web bundle. GTM, Finance + Security read the same scrape through different lenses; Strategy + Porter + SWOT + PESTLE reconcile through frameworks. All three tracks in one CascadeBrief

enso

AI/ML APIAI StudioAnthropic Claude+2

LongTail Scout

Apollo for the long tail. An AI agent that finds the small, local, niche businesses Apollo can't see — built on Bright Data Scraping Browser, DeepSeek, and a private 7M+ business demand index.

More Coffee Less Sleep

DeepSeek V3Bright Data Scraping BrowserClaude Code+2

SentinelAI

SentinelAI: An autonomous AI agent that scans the open web for CVEs, credential leaks, and vendor breaches using Bright Data, correlates threats against your K8s/AWS infrastructure, and generates remediation plans with Slack/Jira alerts — all autonomously

Rilo

Bright Data Scraping BrowserBright Data SERP APIBright Data Web Scraper API

AI Red Team Investigator

AI Red Team Investigator uses Bright Data web intelligence to discover external cyber threats, map attack surface exposure, generate explainable risk scores, and provide actionable security recommendations for enterprise security teams.

Loafers

Bright Data SERP APIBright Data Web Scraper APIOpenAI+2

Reaper Eagle Scout: Opportunity Radar

Reaper Eagle Scout helps startups and small vendors discover global tenders, RFPs, grants, and market opportunities using Bright Data, FastAPI, and React, then ranks them by urgency, confidence, and business value.

Reaper Eagle

Bright Data Web Scraper APIBright Data MCP ServerBright Data Scraping Browser

TRIARII

A browser-native WebAssembly sandbox that enforces deterministic boundaries on web-connected autonomous agents, neutralizing Indirect Prompt Injections and Capability Laundering in sub-20ms with $0 infrastructure overhead.

TRIARII

Bright Data Web Scraper APIFeatherless

phantom-bridge

Real-time company intelligence - read a company's signals before the market does.

PhantomBridge

Bright Data MCP Server

EarningsEdge

Ticker in, analyst-grade brief out. EarningsEdge autonomously fetches live web data, SEC filings, and quantitative metrics to produce a grounded multi-layer pre-earnings intelligence brief with scenario analysis, and historical pattern matching.

MAKINA MASTERS

AI/ML APIBright Data SERP APIBright Data Web Scraper API

OncoMarket Intelligence Hub

TNBC Insight AI is an AI-powered market intelligence dashboard that unifies fragmented oncology data. It provides researchers, biotech firms, and investors with real-time, actionable insights on clinical trials, patents, and market trends.

Apex Code

Bright Data DatasetsBright Data SERP APIBright Data Web Scraper API+4

Sentinel AI — Unified Multi-Agent Intelligence

Sentinel AI is a 24/7 autonomous platform that unifies multi-agent intelligence for sales, finance, and security, monitoring the web and alerting teams . It replaces expensive siloed tools, offering integrated insights and automated workflows.

Ai enthusiast

AI/ML APICogneeBright Data Web Scraper API+7

Autonomous Real-Time Fraud Detection

Sentinel is an autonomous fraud-detection agent that scores every transaction, reads the same public web a human investigator would — via the Bright Data SERP API — explains its decision in plain English, and freezes accounts the instant risk goes HIGH.

dddd

Anthropic ClaudeBright Data SERP APIClaude Code+2

VOYAGERAI - Je voyagerai without hassle

VOYAGERAI is a cloud-edge travel concierge that plans trips with AI, repairs itineraries when reality changes, and keeps critical travel tools available offline on mobile.

MagicBrick

ChatGPTGemma 2

Autonomous Cybercrime Intelligence Platform

CyberSecureMind is an AI-powered cybercrime intelligence platform that investigates suspicious domains, websites, and digital threats by combining cybersecurity, fraud detection, market intelligence, compliance monitoring, and wellbeing support.

AI team

AI/ML APIBright Data SERP APIBright Data Scraping Browser+1

DiligenceFlow_V2

AI-powered VC due diligence platform that automates investment analysis using multi-agent AI, alternative data, and stage-aware scoring to evaluate startups in minutes instead of weeks.

DiligenceFlow

Claude CodeAnthropic ClaudeAI/ML API+2

PULSE Platform

*An integrated digital health surveillance system that connects a mobile AI parasite detection app (DAP) with a live web-based epidemiological monitoring platform, featuring real-time statistics, interactive maps, and smart outbreak alerts

PULSE

YOLOv8Assistants APIBright Data Web Scraper API

First100

Find your first 100 customers before you launch. First100 scans Reddit, IndieHackers, Quora and ProductHunt live via Bright Data SERP API — surfacing real people with real pain points, then generating a complete GTM outreach playbook in 45 seconds.

Qrew

Bright Data SERP APIBright Data Web Scraper APIBright Data MCP Server+5

Anti-Greenwashing Scorecard

An Enterprise AI Orchestration Dashboard that exposes fake eco-friendly claims (greenwashing) on e-commerce websites. It uses Bright Data to scrape product pages and Google Gemini to evaluate sustainability metrics, generating an instant Trust Score.

Nexus Data Agents

Bright Data Scraping BrowserAI StudioVercel+3

RegimeWatch

RegimeWatch — detects cointegration breakdown in equity pairs before prices react, using live regulatory news signals scraped via Bright Data's SERP API to Granger-cause early pair health warnings.

NullSignal

Bright Data SERP APIStreamlit

Shrinkflation AI

Empowering hedge funds and retail analysts to detect FMCG shrinkflation in real-time. We cross-reference historical datasets with live e-commerce scraping to predict gross margin expansions.

UsahaKu AI

Gemini AIAI StudioBright Data Datasets

Synk

Synk scans a GitHub repo, maps its stack, searches live web threat sources with Bright Data, and uses AI plus Cognee memory to return actionable CVE, exploit, deprecation, and breaking-release fixes.

Kaizenv2

AI/ML APIkiroCognee+3

SignalLens

Live GTM intelligence briefing using Bright Data, AI/ML API, and Cognee to turn web data into sales-ready competitive battlecards.

ValIt

AI/ML APIBright Data SERP APIBright Data Proxy Networks+1

SignalOS - AI-Powered GTM Intelligence Platform

SignalOS is an AI-powered GTM Intelligence platform that continuously monitors competitors, hiring trends, product launches, market signals, and transforming real-time web data into actionable revenue intelligence reports for sales and marketing teams.

Cooked GNG

AntigravityAWSAuto-GPT+13

ProspectPulse: Sales Intelligence with Bright Data

Multi-agent AI pipeline that scrapes 50K+ data points via Bright Data, analyzes with Claude 3.5, and generates personalized B2B sales briefs in 2 minutes. Built for emerging markets with country-specific localization.

The Neuromancers

AI/ML APIBright Data DatasetsBright Data SERP API+3

MarketPulse AI: Autonomous Financial Analyst

MarketPulse AI transforms real-time web signals, news sentiment, and hiring velocity into actionable financial intelligence. Our autonomous AI agent provides predictive pre-earnings analysis and risk scores for smarter investing.

MarketPulse Innovators

AI/ML APIAntigravity

Hearsay

Hearsay listens to every channel regulators use to speak — websites, PDFs, hearings — across 125 regulators in 67 jurisdictions. Every change is classified, mapped to SOC 2 / ISO / NIST controls, and explained with AI reasoning.

Rifqi Haikal

Bright Data Web Scraper APIBright Data SERP APIBright Data Datasets+3

AEGIS Sentinel: Multi-Agent Emergency Terminal

A multi-agent emergency coordination HUD translating dispatcher voice audio and web intelligence into verified localized hazard maps, safe proximity escape routing, acoustic SOS sirens, and automated physical email safety briefings in real-time.

froge-neo

AI/ML APIAntigravityBright Data Datasets+9

CyberSentinel: AI Threat Intelligence

CyberSentinel is an AI-powered cybersecurity platform that detects phishing websites, analyzes threat indicators in real time, and generates actionable threat intelligence to help users identify and mitigate online threats.

CyberSentinel

Vercelrest apiBright Data Datasets+9

Sentinel AI

Sentinel AI is a real-time third-party vendor risk monitoring platform that continuously scans the web for security incidents, breaches, and outages affecting enterprise vendors, using Bright Data and OpenAI to deliver instant AI-powered risk alerts.

Dragon Legenders

ChatGPTClaude CodeOpus+2

OmniWarRoom AI

Autonomous multi-agent swarm that monitors competitor websites in real time, scores threats 1-5 via Pydantic-enforced LLM analysis, and generates actionable counter-strategies — powered by Bright Data MCP, LangGraph, Groq, and Gemini 2.0 Flash

OmniWarRoom

AI/ML APIAgentOpsBright Data MCP Server+11

Xantrail Enterprise Radar

A corporate intelligence platform providing real-time target threat assessment, dynamic risk scores, secure dossier compilation, and market sentiment analysis backed by unified Firestore workflows and compliance tracking.

Web Dev Champaign

Bright Data Scraping BrowserBright Data SERP APIBright Data Web Scraper API+3

Orion: AI Co-Pilot for SMB Growth

Orion is a voice-first AI co-pilot for small businesses that captures sales, tracks competitors, generates campaigns, and turns messy business activity into structured growth intelligence.

Orion

Speechmatics apiBright Data MCP ServerAI/ML API

OmniSight: Autonomous Disruption Radar

An autonomous B2B intelligence dashboard that fuses Bright Data web scraping, Speechmatics audio analysis, and Cognee graph memory to instantly generate competitor battlecards.

Solitude

Bright Data SERP APIBright Data Web Scraper APISpeechmatics api+4

Verity - Hiring Intelligence Agent

Verity is an AI agent that autonomously discovers jobs and cross-references live web data to expose fake 'ghost' postings. It scores every job using 4 independent data sources, delivering transparent.

Regu Papatong

AI/ML APIAI StudioBright Data Scraping Browser+7

SignalForge

SignalForge is an AI-powered competitive intelligence web app that continuously collects competitor signals from the live web (pricing, messaging, hiring, and news) and converts them into structured, change events, powered by Bright Data and Forge Scout.

Condexian

Bright Data MCP ServerBright Data Scraping BrowserBright Data SERP API+3

node0

node0 detects breaches, maps which vendors the breached company shares with your targets, and generates outreach so you can sell security to exposed companies while the irons hot. bright data finds the breaches, ai extracts the intel, you close the deals.

apathy

Bright Data Scraping BrowserBright Data SERP APIBright Data Web Scraper API+2

CrossBorder Revenue Radar

A B2B web intelligence mapping US-Kenya price gaps and shipping costs to automate product sourcing and unlock high velocity trade corridors.

TEAM COMAS

AI/ML APIElevenLabsGroq+2

GeniusTrade AI

Genius Trade AI is an AI-powered market intelligence platform that transforms complex trading data into real-time insights, predictive analytics, and smart recommendations, enabling traders to make faster, smarter, and more confident decisions.

Genius Trade AI

RedisVercelLangChain+5

Hawk - AI Price Monitor

Hawk is an AI-powered price monitoring agent that scrapes real product prices across multiple stores, analyzes trends with AI, and helps users find the best deals - powered by Bright Data and local LLM inference.

IbrokhimN team

Bright Data DatasetsDeepSeek R1Bright Data SERP API

SignalScout AI: Evidence-First Why-Now Engine

SignalScout AI turns live public web data into auditable GTM timing intelligence: Bright Data collects evidence, Python computes deterministic why-now scores, and Claude explains the result.

BarBar333

AI/ML APIBright Data SERP APIBright Data Web Scraper API+5

ShadowBuyer

A Bright Data-powered Booking market transparency evidence agent that turns country-targeted public web access into replayable audit packages.

ShadowBuyer

Bright Data Web Scraper APIBright Data Proxy NetworksGPT-5

HypeMeter: Score the Hype, Show the Evidence

HypeMeter is an AI agent that fact-checks corporate claims — it gathers live web evidence with Bright Data and scores the gap between what a company says and what is publicly observable. Every result shows its sources.

HypeMeter

Bright Data SERP APIGemini AIAnthropic Claude+2

Filing Pulse - Know the Moment It Matters

FilingPulse is a finance and compliance intelligence tool for analysts, small funds, and compliance teams who need to know the moment a company publishes something material. Real-time filing intelligence for teams that cannot afford to find out late.

codemaxxers

Bright Data Web Scraper APIBright Data SERP APIBright Data MCP Server+3

QuotePlot Agent

Real-time market intelligence agent using Bright Data's MCP to scrape live financial data from bot-protected sources — combining SVM-powered intent classification with bullish/bearish trend detection to surface actionable trading signals from the live web

Carlsson Studio

Bright Data SERP APIBright Data Web Scraper APIBright Data Scraping Browser+1

RegRadar: Your AI Regulatory Co-Pilot

Regulations change 300x/day globally. RegRadar uses AI agents to monitor, score, and brief your team on what matters — before the fine lands.

Sayaklearner

AgentOpsAntigravityBright Data MCP Server+3

specter

Specter is an agentic web intelligence system that tracks competitor movements in real time. Powered by Bright Data, it bypasses blocks to uncover stealth product launches, pricing tests, and hidden pages, delivering actionable insights for GTM teams.

biwu

AI/ML APIBright Data Scraping BrowserBright Data SERP API+5

VendorGuard AI — Vendor Risk Intelligence

VendorGuard AI monitors your vendors 24/7 using live web data. It detects risk signals from news, regulatory sites, and Wikipedia via Bright Data, then uses AI to generate real-time risk scores, alerts, and PDF reports before threats become problems.

Kalavex

Bright Data SERP APIBright Data Scraping BrowserBright Data MCP Server+3

AlphaSignal — Autonomous Intelligence Engine

AlphaSignal watches competitors across 7 live data streams, correlates signals into investment theses, and generates personalized sales outreach — autonomously.

Hallucination

Bright Data DatasetsBright Data Proxy NetworksBright Data SERP API+3

LeakGuard: Catch Leaks Before Google Does

An autonomous agent that patrols public paste sites for leaked credentials and PII, runs a three-stage triage funnel (regex → Analyst → Judge), and ships a redacted Slack alert - usually before the exposed key is indexed by Google.

Leakguard

Anthropic ClaudeBright Data SERP APIBright Data Web Scraper API+1

NexusIntelAI:One Engine,Three Intelligence Tracks

NexusIntel AI is an autonomous deep-web intelligence engine for GTM, Finance, and Security teams. Powered by Bright Data, it detects semantic anomalies on a live watchlist, runs AI agents to investigate, and pushes Critical Insight Briefs in real time.

AgenticDevelopers

AI/ML APICogneetriggerware+7

Erebus

Erebus is an AI-powered pentesting assessment agent that turns authorized targets—domains, URLs, repos, files, APIs, and LLM apps—into prioritized, report-ready security findings grounded in real tool evidence.

Aegis

Anthropic ClaudeClaude Code

QuickLens

Two agentic AI loops giving consumers the best q-commerce deal and brands real-time competitive intelligence — powered by Bright Data's live web data across Blinkit, Zepto & Swiggy Instamart.

AgentZero

Bright Data MCP ServerBright Data SERP APIGemini AI+1

BrightSenani

BrightSenani is a competitive intelligence command center for GTM teams, competitor tracking, pricing and positioning insights, launch and hiring signals, threat scoring, AI battlecards, prospect intelligence, and an executive advisor in one workspace.

BrightSenani

OpenAIRedisVercel+10

OmniMarket AI

OmniMarket AI automates real-time wholesale chemical price tracking and profit optimization. Empowering local manufacturers to combat inflation with data-driven insights and seamless operational integrations.

OmniMarket Labs and Solutions

Bright Data Web Scraper API

alphaScout: Autonomous AI Financial Risk Engine

An autonomous AI risk engine powered by Google Gemini and Bright Data. alphaScout bypasses WAF perimeters to extract and stream live competitor financial telemetry via real-time Server-Sent Events (SSE).

AlphaScout AI

AI StudioBright Data MCP ServerGemini 3 Flash+1

Greatest Game Agent

An AI-powered market intelligence platform that helps indie game studios make better publishing and development decisions using live web data.

Greatest Interactive

ChatGPTGemini AIBright Data Scraping Browser+2

omniscrape-ai

Turns public web complaints collected by Bright Data into automated customer support tickets using AI.

Eszterhazysok

ChatGPTDeepSeek R1Bright Data Datasets+4

Argus: Unified Web Intelligence

A unified enterprise intelligence platform where specialized agents continuously scrape the live web into a persistent knowledge graph. This single dataset is then analyzed through three distinct lenses: GTM, Finance, and Security.

Lumen

AI/ML APIAntigravityBright Data MCP Server+9

Taste Engine

A neighborhood-aware menu intelligence platform that combines Google Trends and local restaurant review data to identify emerging flavor trends and recommend realistic menu opportunities for fast-casual chains based on their existing pantry capabilities.

Cheshire Cat Lab

Anthropic ClaudeChatGPTClaude Code+1

OSCANFT: AutonomousCyber Threat Intelligence Swarm

OSCANFT is an autonomous cyber threat intelligence and forensics platform powered by AIMLapi and Bright Data. It runs a collaborative 6-agent swarm across the dark web, open web, and social feeds to map threats directly to MITRE ATT&CK tactics.

OscanFT

AgentOpsBright Data MCP ServerAI/ML API+6

DepthGuard — Autonomous Supply Chain Threat Agent

AI agent that detects npm supply chain threats before CVEs sync — combining OSV + GitHub advisories with Bright Data SERP (10 live Google queries) and AI/ML API executive briefs for DevSecOps teams.

god

AI/ML APIBright Data SERP API

AEGIS — Autonomous Enterprise Intelligence OS

AEGIS is an autonomous AI platform that continuously patroles the live web for threat vectors, GTM hiring signals, and pricing pivots. It scrapes, reasons, remembers, and dispatches automated webhooks giving teams always on intelligence.

Fake Conqueror

Vercelrest apiReinforcement Learning+10

Nexus-Intel — Enterprise Intelligence Platform

NexusIntel is an advanced, multi-track intelligence platform designed to deliver comprehensive, real-time insights on any target company. It leverages Bright Data’s scraping ecosystem and Anthropic’s Claude AI to run three parallel data pipelines.

The Tech Herd

Bright Data MCP ServerBright Data Scraping BrowserBright Data Web Scraper API+4

Intel Dash

IntelDash is a real-time intelligence platform that scrapes rival websites,classifies changes with AI, and delivers strategic briefings directly to your team via WhatsApp so you never miss a pricing update, feature launch, or hiring signal again.

404 Intelligence Found

AntigravityBright Data Web Scraper APIChatGPT+3

ConsumerIQ: Validate Demand Before You Build

ConsumerIQ helps founders validate real market demand before investing in their product. It scans marketplace and social signals via Bright Data, then turns them into a clear Build, Pivot, Stop, or Refine launch verdict.

Singkong

Bright Data SERP APIBright Data Web Scraper APICognee+6

Agentic GTM Intelligence

An enterprise GTM intelligence platform that helps Anthropic identify, prioritize, and win high-value accounts using agentic research, competitive intelligence, buying-signal detection, and AI-powered sales recommendations.

Iliosdigital

Bright Data SERP APIBright Data Web Scraper APILangChain+1

Gulf SWF Filing Intelligence Agent

Real-time AI agent monitoring SEC 13D/13G filings from 5 Gulf Sovereign Wealth Funds ($4T AUM) using Bright Data MCP Server to bypass EDGAR bot detection, with Gemini 2.0 Flash generating institutional investment intelligence.

Black Iron Quantum AI

VercelMongoDBHuggingFace Spaces+6

Keiretsu Radar: AI Supplier Risk Map

Keiretsu Radar maps supplier ecosystems and uses live web data to detect financial, operational, compliance, leadership and reputation risks before they disrupt business decisions.

Fovea

VercelAnthropic Claude

FairPrice Watchdog AI Junk-Fee Evidence Agents

AI agents that catch geographic price discrimination and hidden junk fees live proving each violation with court-ready, SHA-256-sealed screenshot evidence and an auto-generated FTC complaint, across 29 jurisdictions (US, UK, EU).

Fathom

Bright Data Web Scraper APIBright Data Proxy NetworksBright Data Scraping Browser+7

RevenueRadar

An AI-powered competitive intelligence & GTM signal platform that autonomously discovers competitors, monitors pricing/hiring/news via Bright Data, and delivers structured battlecards, intent alerts, and audio-keynote transcripts.

InsightOps

Bright Data SERP APIBright Data Scraping BrowserBright Data Web Scraper API+4

RECON — Observable AI Web Intelligence

Observable AI web intelligence. Nine Bright Data products fire in parallel, Claude synthesises live, every claim links to its source. Built for sales briefs, competitive snapshots, and vendor due-diligence. No fake AI.

RECON

Bright Data Web Scraper APIBright Data MCP ServerBright Data Proxy Networks+3

AlphaLens: The Quant Engine Thinks While You Sleep

AlphaLens is an autonomous earnings signal engine that scrapes major social sites of big firms and synthesize them into a single 0–100 score predicting earnings surprises. What quant hedge funds build manually in months, AlphaLens at does night.

Phoenix

Coral ProtocolComposioCrossmint+7

TELMED AI DOCTOR

Telmed AI Doctor delivers instant medical diagnosis via text, voice & image analysis giving underserved communities 24/7 access to AI-powered primary care, medication management & pharmacy discovery on any device.

Pegasus

Gemini 3 proGroqAnthropic Claude+3

TruthForge — Enterprise Verification AI

AI platform that cross-references company claims against live web data via Bright Data. Three parallel engines return a TruthScore in 60-90s, plus SignalJobs hiring intelligence. Built with Groq, AI/ML API, FastAPI, Celery workers.

CREATI

GroqLlama 3.2Redis+5

VendorWatch

An autonomous AI risk agent monitoring live web signals to predict supply chain disruptions before they hit financial ledgers.

DAI STUDIOS

Anthropic ClaudeGemini 3 FlashGemini 3 pro

RepoAlpha - Open Source M&A Intelligence

RepoAlpha is a Bloomberg Terminal for Open Source M&A. It uses Bright Data scrape who is starring GitHub repos, detects corporate adoption signals from Nvidia, Google and Anthropic engineers, and generates BUY/SELL ratings before it becomes public news.

RepoAlpha

AI/ML APIBright Data Scraping BrowserBright Data Web Scraper API+4

Meridian - Supply Chain ESG Compliance Agent

Autonomous supply chain ESG compliance agent. It harvests the geo-native multilingual web with Bright Data, scores violation velocity via an AI/ML API intelligence layer, and auto-generates regulator-ready CSDDD, UFLPA, and LkSG compliance reports.

I Love You 3000

AI/ML APIBright Data MCP ServerBright Data Proxy Networks+6

LexAfrica AI

AI legal assistant powered by Bright Data's live web intelligence. 4 specialized agents analyze legal problems, research current laws via SERP API, and draft formal letters - democratizing legal access for 1.4B Africans.

LexAfrica AI

GroqLangChainLlama 3+3

Uatchit: A Chrome Extension That Watches The Web

Right-click any web page to watch it forever. uatchit re-checks it on a schedule with Bright Data, uses AIML API to read the page and narrate what changed in plain English, and exposes every watch as an MCP feed your AI agents can read.

Athena199

Bright Data Scraping BrowserBright Data Web Scraper APIAI/ML API

Autopilot

Autopilot is an AI paper-trading platform for prediction markets that scans Kalshi and Polymarket, detects arbitrage, applies strict risk checks, and shows explainable decisions in a live operator dashboard with full audit trails.

Autopilot

AlpacaAnthropic ClaudeAntigravity+7

Autonomous Gemini 3.5 Market Research Agent

Autonomous market research agent utilizing Gemini 3.5 Flash and Streamlit. It executes a parallel ReAct loop using Bright Data's SERP & Web Unlocker APIs to search, scrape, and compile structured company dossiers from live web data.

Manifestation

AI StudioAI/ML APIBright Data Scraping Browser+17

Agentlink

AgentLink — multi-agent collaboration protocol. Build a team of AI agents, assign roles, run structured sessions with voting and human veto. Agents plan, deliberate, and deliver finished work. Powered by Claude & Gemini. Push to GitHub.

AgentlinkDreamTeam

Anthropic ClaudeGemini 3 FlashVercel

Indra

Web monitoring agent that uses Bright Data to fetch pages, then fingerprints content to detect changes — sending only the diff to the LLM. 80% fewer token costs. Zero tokens on unchanged pages. One import.

Athena

Claude CodeAnthropic Claude

GhostGrid AI

GhostGrid AI is an AI-powered platform that uncovers hidden digital labor economies through real-time web data analysis, graph intelligence, and predictive mapping to reveal invisible workforce trends and economic activity.

AILeaders

OpenAIGemini AILangChain+3

CompeteIQ — GTM Intelligence AI Agent

CompeteIQ is a real-time GTM intelligence platform powered by Bright Data. Monitor competitor pages, run market searches, enrich company leads, and generate multi-agent streaming intelligence reports in seconds.

CompeteIQ

GroqLlama 3.1Vercel

decroustra.AI — Missing Persons Monitor

AI agent scraping Facebook public groups + the web to centralize missing persons alerts in Côte d'Ivoire. Natural language search by location, age, or name. Built with Bright Data Web Unlocker, Facebook Scraper API, SERP API & DeepSeek.

mika-team

DeepSeek V3

Find Nearby Places

AI-powered hiking app using Bright Data to enrich mountain POI discovery across Italy.

Vector Minds

GPT-4

NarrativeAegis: AI Search Visibility Platform

NarrativeAegis is an AI Search Visibility platform auditing what AI search engines tell users about your brand. Powered by Bright Data SERP API and Gemini AI, it maps sentiment matrices, flags narrative poison sources, and generates action playbooks.

Kzkf dev

VercelGemini 3 FlashGemini AI+1

Contract Alpha

Contract Alpha monitors public government contracts and LinkedIn hiring, generating a score to inform long-term stock investment strategies. The UI offers backtesting, confirmation of contracts, scores, and visual aids to assess company growth.

61baddies

Anthropic ClaudeChatGPTGrok+7

DUAL-BROKER SOTA ENGINE

Dual-Broker SOTA Engine leverages Bright Data's Web Unlocker & Scraping Browser for real-time web intelligence, feeding a low-latency 50-persona LLM Swarm via AI/ML API. An enterprise-grade, risk-managed TradFi/Web3 prediction market arbitrage system.

Dual Broker

AI/ML APIAnthropic ClaudeAntigravity+22

Eventr

Predict the events someone might attend based on their historical Linkedin Posts

John Lins

Anthropic ClaudeAWSCursor

Tendril

Tendril tells B2B sales teams who's ready to buy, why it matters, and what to say next. It scrapes the web (Bright Data), listens to podcasts (Speechmatics), extracts signals (AI/ML API), and remembers (Cognee).

TroN

Bright Data SERP APIBright Data Web Scraper APIBright Data Scraping Browser+6

PhishShield AI

AI-powered phishing detector that analyzes emails and URLs — giving you the threat score, the red flags, the attacker's technique, their goal, and exactly what to do next.

CreD1tM0nchers

Claude CodeOpenAICodex

Agent Atlas

Autonomous agent that produces ground-truth business intelligence by orchestrating 7 modules through Bright Data's MCP Server. Access data behind blocks, CAPTCHA, JS renders, and geo-gates—then synthesize into institutional briefs with source attribution.

Merolav

Anthropic ClaudeVercelVULTR+1

Sentinel — Live Threat Hunting Agent

Sentinel is an autonomous defensive-security agent that hunts the open web for your organization's leaked credentials, impersonation domains, and brand abuse, then returns a prioritized risk report. Built on Bright Data, LangChain, and Gemini.

Outliers

Bright Data SERP APIBright Data Web Scraper APILangChain+1

Cortex — Goldman-Grade Financial Intelligence

Cortex runs 22 specialized AI agents across 12 live data sources using Bright Data to deliver institutional investment intelligence. It extracts real-time web alpha with every calculation visible and an automated, macro-driven pre-crash exit engine.

nhatty

AI StudioAnthropic ClaudeAntigravity

CodeSage — AI DevSecOps Intelligence

CodeSage is autonomous AI-powered DevSecOps platform that analyzes repositories, correlates vulnerabilities with live web threat intelligence using Bright Data and blocks unsafe deployments in real time through intelligent multi-agent security reasoning.

Techie Interns

Gemma 2Llama 3Mistral AI

Supplier Pulse

SupplierPulse is a fully functional multi-agent risk assessment and intelligence platform designed to audit companies and supply chain partners in real time.

Catog

AI/ML APIBright Data DatasetsBright Data MCP Server+4

OmniSignal AI

OmniSignal AI turns live public web signals into enterprise risks, opportunities, savings, AI recommendations, workflows, and executive decisions using a Bright Data-powered intelligence pipeline.

Yousun Apexia

AI/ML APIChatGPTGenerative Agents

GapHunter — Labor Market Intelligence

GapHunter tells job seekers exactly which skills are blocking them from specific jobs — and tells HR teams what competitors are secretly hiring for — powered by live Bright Data scraping and Claude AI.

GapHunter

Bright Data SERP APIBright Data Scraping BrowserBright Data Datasets+1

SignalReach AI

An Intent-Based GTM Intelligence Engine that turns live web signals into hyper-personalized B2B sales emails in under 10 seconds.

forlife

Gemini AISolo TechBright Data Web Scraper API+3

Zelene: AI Chief Intelligence Officer for Business

An AI Chief Intelligence Officer that learns your business, continuously observes the competitive landscape via Bright Data, and surfaces strategic intelligence through a cinematic three-panel interface before it becomes obvious.

Coffee Overflow

Bright Data SERP APIBright Data Web Scraper APIAI/ML API+1

DarkFunnel

DarkFunnel monitors Reddit, HN, G2, LinkedIn and the open web for real-time B2B buying signals — powered by Bright Data SERP API and AI/ML API + Gemini 2.5 Pro. Find your buyers before they find you.

Payload Pioneer

AI/ML APIBright Data SERP APIGemini 3 Flash+2

AEGIS IP : Autonomous Counterfeit Radar

AEGIS IP is an enterprise-grade threat intelligence engine. Powered by Bright Data and CNNs, it autonomously scours global e-commerce sites to detect counterfeit products, calculate financial risk, and execute automated DMCA takedowns in real-time.

Lockpick

Bright Data Web Scraper APIBright Data Scraping BrowserClaude Code+3

LedgerLens

LedgerLens is a trust gate for agent-to-agent web-data commerce. It uses BrightData evidence and GEM² audits to verify seller claims before x402-shaped settlement. No grounded claim, no payment.

GEM-Squared / LedgerLens

Anthropic ClaudeAssistants API

MIA Bright Data

An AI agent covering GTM intelligence, competitive pricing, and security & compliance monitoring using Bright Data's SERP, Web Unlocker, and Scraper APIs — powered by Gemini 2.5 Flash with AI/ML API fallback

Jefri Bulo

GroqVercelAI/ML API+1

AIdeazz: 9 LIVE AI Agents + Web Intel

Type /research_company <name> in Telegram → Claude autonomously fires 5-8 Bright Data calls (Web Unlocker + SERP API + Scraping Browser + MCP Server) → sendable pitch angle in ~90s. Built inside a 9-agent production system on Oracle free tier.

AIdeazz

Claude CodeCursorOpus

PatternForge AI

An AI-powered system that automatically applies any uploaded pattern onto product images using computer vision, enabling real-time, realistic product customization for e-commerce, fashion, and printing industries without manual editing.

Print on Demand System

ChatGPT

Near real-time Inventory for Retail IntelligentOps

Databricks provides access to storage and event ingest mechanisms. Calculating current inventories for various products across multiple store locations.

Brew_Hive

AntigravityCodexClaude Code

Medicare AI — Health Intelligence Platform

An AI-powered healthcare intelligence platform that uses Bright Data's web scraping tools to aggregate real-time Medicare and health data, enabling users to make informed healthcare decisions with live, accurate insights.

Democles

Claude CodeGroqOpenAI

Open Resource: Agentic AI Hiring Platform

An agentic AI recruitment platform that autonomously screens resumes, evaluates candidate-job fit, ranks applicants, and assists companies in making faster, data-driven hiring decisions with minimal manual effort.

KrispLabs

Claude Code

SignalForge AI

SignalForge AI is an AI-powered GTM intelligence platform that uses real-time web data to help startups discover competitors, identify customer pain points, generate ICPs, and build go-to-market strategies automatically.

Ni_Nao_Dot_JSON

CodexClaude CodeAnthropic Claude+5

WebSentry AI: Safe Control Plane for Web Agents

WebSentry AI is a governed control plane that lets enterprise AI agents use Bright Data live web access safely, enforcing domain policy, budget limits, and prompt-injection defense while producing citation-backed, fully auditable GTM intelligence.

rajkumar guthla

Bright Data Proxy NetworksBright Data Scraping BrowserBright Data Web Scraper API+1

Competitor Intelligence Firehose

AI-powered competitor monitoring that saves 8 hours/week with 5206% ROI using Bright Data

Bashman

DeepSeek V3Assistants APIAgentOps+2

VendorGhost

Autonomous vendor risk intelligence: six AI agents scan any domain in parallel via Bright Data, synthesize a cited risk report, and monitor third parties over time.

Code Busters

Bright Data DatasetsBright Data Scraping BrowserBright Data Proxy Networks+6

SEA Property Pulse

AI-powered market intelligence dashboard for real estate agencies across Southeast Asia. Detects seller stress, buyer intent, and neighborhood momentum signals in real-time using 4 Bright Data tools and Claude AI across MY, SG, TH, ID, PH & VN.

SEA Property Pulse

AI/ML APIAnthropic Claude

ORIGIN LENS

Origin Lens is an AI powered platform that analyzes images to detect AI generated or manipulated media using intelligent verification workflows and explainable AI analysis.

ORIGIN LENS

Gemini AIVercelAI/ML API+1

GhostNet AI — Phishing & Impersonation Detector

GhostNet AI is an AI agent that detects brand impersonation threats — fake domains, phishing pages, and spoofed social profiles — in real time using Bright Data's SERP API and Web Unlocker, then generates takedown-ready evidence reports instantly.

DevNumero

Claude CodeLangChainAnthropic Claude

ShiftScope: AI-Powered Dependency Intelligence

ShiftScope tells you what a dependency update means for your code, not just that it happened. It scrapes changelogs, issues & security signals, then delivers a ranked AI brief with line-by-line fixes straight to Slack. No more guessing on version bumps.

Aviatech

AI StudioBright Data DatasetsBright Data SERP API+6

Verdict — AI counterparty due diligence agent

Verdict screens OFAC sanctions & live web data, returns cited APPROVE/ESCALATE/BLOCK verdicts with risk scores, verified citations, and audit PDF exports.

Verdict

GroqHuggingFace SpacesGenerative Agents+3

OpenPulse

Live cross-sector fusion intelligence: Bright Data SERP + page evidence, geolocated hotspots on a map, and a multi-agent pipeline to an exportable executive brief.

!cant

VercelRedisLlama 3.2

Inflection

The agent that catches startups the week they cross from interesting to investable

Webmaze

AI/ML APIBright Data Scraping BrowserBright Data SERP API+2

Strikebase — Freelance Bid Intelligence

Strikebase tells freelancers which jobs to bid on — and why they'll win. We surface live bid counts, client payment history, and real-time market rates using Bright Data, then score each opportunity 0–100 with AI-backed reasoning.

Strikebase

Anthropic ClaudeClaude CodeAI/ML API+5

Sentinel — Open Web Threat & Risk Detection System

Sentinel monitors the open web for org-specific threats, regulatory changes & vendor risks using Bright Data's Web Unlocker, Scraping Browser, SERP API, Web Scraper API & MCP Server — delivering structured, SIEM-ready risk alerts in real time.

Rawlo

Anthropic ClaudeAI/ML APIAgentOps

Auto VIN Scout — AI Risk Intelligence for Cars

Auto VIN Scout uses AI agents and web data to decode used-car risk before you commit. We combine NHTSA records, marketplace signals, FEMA flood data, and recall history into one probabilistic report with actionable buyer guidance.

VIN Scout AI

VercelAnthropic ClaudeBright Data SERP API+2

TruthCart: AI Price Gouging Detection

Claude agent that finds fair prices and flags gouging on Amazon & African marketplaces using Bright Data Web Scraper API and Web Unlocker.

TruthCart

Claude CodeBright Data Web Scraper APIBright Data Datasets

Emett - Evidence-Backed GTM Intelligence

Emett turns public web signals into privacy-safe, evidence-backed GTM intelligence briefs, helping teams detect account-level buying intent before it reaches traditional sales tools.

the best way

AI/ML APIAI StudioBright Data Scraping Browser+9

VigilOS: Autonomous AI Edge Security Ecosystem

VigilOS automates edge security using Speechmatics ASR, Gemini Pro & Bright Data OSINT. Configured via NativelyAI, Cursor & AntiGravity, it governs a decentralized BAND node & polls data with Triggerware to inject Jira incidents over Cloudflare.

Ralphi IA

rest apiOpenAIGemini 3 Flash+6

VisionLink AI: Intelligent Security OS

An advanced AI-powered computer vision system connected directly to live surveillance camera feeds to detect armed suspects and firearms in real-time.

VISION-LINK AI HUB

OpenAIYOLOv8

MarketLens AI

MarketLens AI is a real-time AI agent platform using multi-agent orchestration and Bright Data’s infrastructure to detect supply chain risks, market inefficiencies, and operational disruptions from live web intelligence.

Suiii

kiroAI/ML APIBright Data Datasets+3

A-JEPA AUTOMATA

A formally-verified AI agent platform where Bright Data feeds live web intelligence — competitor signals, filings, pricing — and proof audits every decision before it lands in an append-only ledger. Built for enterprise trust at scale.

ENTERPRISE-WORLD-MODEL

AMD ROCmHuggingFace HubGrok

SIGNAL FORGE AI

It is an autonomous GTM intelligence platform that continuously monitors the web for competitor activity, buying signals, and market changes. it transforms live web data into actionable sales insights, competitive battle cards

Sathyabhama

Anthropic ClaudeAntigravityChatGPT

VEINIntel

An autonomous GTM and competitor intelligence agent suite powered by Bright Data. VEIN.intel tracks real-time hiring signals, competitor pricing, and SaaS positioning to generate hyper-personalized sales outreach briefs and battlecards instantly.

VEIN

Gemini AI

Vyala Archon — Auton PQC Threat Intelligence Agent

Vyala Archon hunts the open web for enterprise cryptographic vulnerabilities using Bright Data's SERP and Web Unlocker APIs, then uses a 6-model AI pool to recommend NIST-approved post-quantum replacements before quantum computers break the internet.

Argus_Dev

Bright Data SERP APIBright Data Web Scraper API

Fact Guard

FactGuard is a 4-track web intelligence platform powered by Bright Data’s SERP API and Scraping Browser, delivering real-time, verifiable, source-scored intelligence across verification, finance, security, and commerce.

DOPE MATTER

AI/ML APIBright Data SERP APIBright Data Scraping Browser+1

TrapScan — AI Agent Trap Detector

TrapScan is a browser-native AI security tool that detects adversarial web content targeting AI agents using local browser analysis and Gemma 4. It identifies prompt injections, jailbreaks, hidden manipulation, and AI agent traps in real time.

SoloForge

VercelSolo TechGemma

ShieldRadius AI

ShieldRadius AI is a high-stakes enterprise multi-agent platform designed to autonomously monitor the open web for vendor security breaches and compliance failures

Ras Ali Labs

AntigravityGenerative AI StudioAI/ML API+4

TalentPulse

TalentPulse scrapes 16,611 live LinkedIn jobs via 15 Bright Data snapshots across USA & India, uses Claude Sonnet 4.6 agentic loop to autonomously analyze the market, and delivers real-time GTM intelligence. Solo built in 3 days.

cal_ai

Anthropic ClaudeBright Data Web Scraper APIStreamlit

BargainHunter_B2B And Pricing Surveillance Agent

An autonomous, Enterprise-Grade AI Agent .This system navigates e-commerce search results, extracts competitor pricing, analyzes market sentiment, and generates strategic B2B pricing recommendations in real-time.

BargainHunter

Bright Data Scraping BrowserBright Data SERP APIBright Data MCP Server+5

UtilityWatch

Open-source AI platform that automates utility bill monitoring for property managers. AI agents powered by Bright Data scrape 30+ utility portals, track balances and due dates, and alert managers before payments are missed.

UtilityWatch

Claude CodeAnthropic ClaudeBright Data Scraping Browser

PulseLens - Evidence Market Intelligence

PulseLens turns live web data into source-backed market intelligence, helping users explore verified facts, pricing signals, company insights, risk alerts, and grounded analyst chat.

V-Spirit

Bright Data Proxy NetworksBright Data Scraping BrowserBright Data SERP API+5

MarketPulse AI

A multi-agent platform that continuously scrapes web data to synthesize pre-earnings signals, competitive pricing shifts, and hiring trend alerts into structured intelligence objects, delivered as a live dashboard and CRM-ready JSON feed.

D-Lab@cmu

Bright Data SERP APIBright Data DatasetsClaude Code+3

birddog

Allowlist-gated Bright Data scraping agent with rate caps, JSONL audit log, and Streamlit dashboard

birddog

StreamlitBright Data SERP APIBright Data Proxy Networks

Teams: Web Data UNLOCKED Hackathon

Check out the roster and find teams to join

More Coffee Less Sleep

Small team from Austin Texas.

dFRYX LAB

dFRYX LAB is focused on developing AI systems for evidence analysis, research automation, knowledge discovery, and enterprise intelligence.

Dev X

AI Geek | Building with AI

Building in Sleath

Maybe building a project manager or a remote worker's local supervisor. Who knows

Next Hackathon

Band of Agents Hackathon

Starts Jun 12, 2026

Join this hackathon →

Hackathon Overview

Winners and Finalists

About

What To Expect Onsite

Show up onsite and win.

Online vs Onsite

Online

Onsite in San Francisco

Build on Production Infrastructure. Solve Real Enterprise Problems.

Track 1: GTM Intelligence

Track 2: Finance & Market Intelligence

Track 3: Security & Compliance

TracksChoose one - or mix and match. Each track explores a core use case of programmable payments in the age of agentic systems:

🤖 Agent-to-Agent Payments

🧑‍💼Consumer AI Payments

🏢 B2B FinOps & Compliance

🛒 On-chain Commerce Primitives

Technology & Resources

MCP Server

Web Unlocker

SERP API

Scraping Browser

Web Scraper API

Scraper Studio

Proxies

Bright Data Tech Page

Access to Technology

Learning Resources

Technology Partners

Workshops

Web Data UNLOCKED Hackathon Kick-off

How to Redeem Your Speechmatics Credits

Speechmatics Overview

Featherless AI - Quick Start and Live Demo

🏆 Prizes

Up to $20,000 in Bright Data credits

Build with Partner Tools and Win Extra Rewards

Best Use of AI/ML API

Top Speechmatics Projects

Best Use of Agent Memory

Best Use of Automated Workflows

Inference Credits + Claw Pro

Best Use of Kiro

Community & Social Channels

Stay connected with the teams behind the hackathon and follow along for updates, highlights, and future opportunities.

What to submit?

Hackathon Details

🗓️ Where and when

🦸🏼‍♂️ Who can join?

😅 What about teams?

If you don't have a team, don't worry! You can connect with other participants from all over the world on our dashboard or Discord server. We also recommend checking out our Discord server to find teammates and bounce around ideas. You can join the server here.

🛠️ How to participate

🧠 Get prepared / Use Lablab.ai to Learn About AI

To get ready for the hackathon, visit our AI Tech pages and read up on all the available technologies. You can also check out our tutorials page for more information on how to use them. Get a head start on your project by using the resources on lablab.ai!

Speakers, Mentors & Judges

Event Schedule

Onsite FAQ

Submitted concepts, prototypes and pitches

Spec6: The enterprise intelligence operator

PriceGhost: Dynamic Pricing Forensic Exposé

Briefing Forge

VanTage - Due diligence, on a timeline

Wayfinder

MarketMindAI

ROGUE: Open-web LLM Threat Intelligence Agent

SupplyPulse

C2 scraper for crypto currency futures

SpoofVane — AI Brand-Impersonation Defense

CognitiveOS

AccessFox

PulseSignal: Executive GTM Strategy Engine

TalentCompass

PermitRank DC

Kizuna: Cross-Border Strategic Intelligence

Insult AI

WellSignal

AMI Autonomous Marketplace Intelligence

OnPoint

VeriTrace

Apohara Synthex

Tracks
Choose one - or mix and match. Each track explores a core use case of programmable payments in the age of agentic systems: