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Bright Data SERP API

The Bright Data SERP API provides real-time access to structured search engine results pages from seven major search engines, including Google, Bing, and Yandex. Results are returned in JSON or HTML and support geo-targeting down to the city level. Pricing applies only to successful requests, making it predictable for production workloads.

General
DeveloperBright Data
TypeSearch Engine Results API
Engines Supported7 (Google, Bing, Yandex, and others)
Countries195
Documentationdocs.brightdata.com/serp
Product Pagebrightdata.com/products/serp-api

Core Features

  • 7 search engines: Google, Bing, Yandex, and four additional engines covered with a unified API interface.
  • 195 country coverage: geo-target results to any country, with city-level options for Google.
  • JSON and HTML output: receive results in structured JSON for automated parsing or raw HTML for custom processing.
  • Pay-per-success pricing: no charge for failed or blocked requests, only successful result deliveries.
  • Response time under 5 seconds: consistent latency targets for production use.
  • Real user results: results reflect what real users see in a given location, not cached or sanitised snapshots.

Supported Search Types

  • Organic search results
  • Google Shopping results
  • Google Maps listings
  • Google News results
  • Image search results
  • Autocomplete suggestions

Tools and Resources

Ecosystem and Integrations

  • Works with the Bright Data MCP Server to expose search capabilities to AI agents and coding assistants.
  • Output integrates into RAG pipelines, market intelligence dashboards, and SEO monitoring tools.
  • Can be combined with the Web Scraper API to first retrieve search results and then scrape the linked pages.

Start querying search engines at brightdata.com/products/serp-api or read the API documentation for parameter reference and example requests.

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Bright Data Bright Data SERP API AI technology Hackathon projects

Discover innovative solutions crafted with Bright Data Bright Data SERP API AI technology, developed by our community members during our engaging hackathons.

Propflip

Propflip

# PropFlip - Multi-Agent Real Estate Wholesale Pipeline A Band.ai-powered system for automated real estate deal sourcing, analysis, and coordination with human oversight. ## Description PropFlip automates the real estate wholesale process using 5 specialized Band agents that communicate through chat rooms to move deals from discovery to buyer matching. The system implements risk-tiered human approval gates to ensure proper oversight of external communications and financial decisions. **Core Workflow:** 1. **DiscoveryAgent** - Scans distressed properties, calculates investment potential using 70% rule 2. **VerificationAgent** - Validates title chains, checks liens, ensures deal feasibility 3. **NegotiationAgent** - Contacts sellers, negotiates terms, structures offers 4. **MatchingAgent** - Connects completed deals with cash buyers from database 5. **OrchestratorAgent** - Coordinates workflow, manages deal lifecycle **Human Oversight Model:** - **Tier 0** (Read-only): Auto-proceed, audit only - **Tier 1** (Internal): Auto-proceed, notify in chat room - **Tier 2** (External contact): Block until human approval - **Tier 3** (Contracts/money): Hard stop, manual handling required Each agent integrates the same HumanGate toolset for consistent risk management and audit trails. ## HumanGate Agent HumanGate is **not a separate Band agent** - it's a **shared toolset** that all PropFlip agents import and use for human oversight.

Phalanx

Phalanx

The Problem: Modern enterprise LLM pipelines are blindly trusting external web data, leaving them vulnerable to sophisticated prompt injections and context manipulation. Current security solutions rely on recursive LLM-based filtering, which is both latency-heavy and computationally expensive. The Solution: Phalanx AI acts as an immutable air gap. By leveraging the Band SDK, we orchestrate a decentralized swarm of specialized agents. Our pipeline follows a rigid interrogation order: Ingestion (Bright data SERP): Bypasses 403 blocks via rotating proxies. Deterministic (Regex): Filters known threats instantly. Statistical (Math): Our custom Stats Agent uses Shannon Entropy and cryptanalytic formulas to identify obfuscated/encoded payloads in sub-milliseconds without burning API tokens. Semantic (Gemini): Deep behavioral analysis intercepts logic traps. Compaction (Llama-70B): Only safe, cleared data is distilled into a compact JSON format for your core model. Extra Protection: Phalanx integrates Lobstertrap, an MIT-licensed Go-based edge inspection engine, ensuring structural integrity at the lowest level. Phalanx is model-agnostic, scalable via Google Cloud Run, and engineered to enforce deterministic security over unpredictable generative AI.

B Scout

B Scout

B Scout — A Multi-Agent Expansion Intelligence Platform B Scout solves this by deploying four specialized AI agents that collaborate through Band's shared interaction layer. A user simply submits a business brief — for example, "Open a specialty coffee shop in Naga City, Philippines" — and the agents take over: 1.Orchestrator (Expansion Coordinator)— Receives the brief through a Band room, builds shared market context, discovers available peer agents using Band's participant tools, and recruits the right specialists by capability. 2. Location Scout (Real Estate Analyst) 3.Competitor Analyst (Market Saturation Specialist) 4.Business Planner (Strategy and Approval Packager)

Briefing Forge

Briefing Forge

Briefing Forge is a Bright Data hackathon prototype that turns live public web data into source-backed briefing memos for meetings, sponsor research, and market intelligence. Instead of giving users a pile of search results, Briefing Forge retrieves current sources, filters noisy or low-value results, ranks relevance, and synthesizes the strongest signals into an executive-ready brief. Each brief includes recent signals, why they matter, risks or unknowns, smart questions to ask, recommended next steps, and cited sources. The app includes Demo Mode for reliable presentation examples and Live Mode powered by Bright Data SERP retrieval. It is privacy-forward and does not save prompts, briefs, sources, accounts, or user data.

RevDev

RevDev

CaliSignal is an AI SDR and GTM intelligence platform built for California startups. It uses Bright Data live web signals to discover high-fit accounts, detect buying windows, score ICP match, and identify the right stakeholders before competitors reach them. The platform turns fragmented public signals like funding news, hiring activity, job posts, reviews, and web changes into prioritized pipeline, account briefs, outreach drafts, alerts, and action workflows. Instead of making SDRs manually research accounts, CaliSignal gives teams a live revenue cockpit that shows who to contact, why now, what to say, and what action to take next.

VanTage - Due diligence, on a timeline

VanTage - Due diligence, on a timeline

Private equity associates spend roughly 40 hours per target on preliminary due diligence—a full week lost to browser tabs, public filings, news archives, and litigation records, manually stitched into something an investment committee will trust. Most of that week isn't analysis; it's gathering. Vantage does it in 40 seconds. Point it at a company and it pulls from 12 distinct web sources at once, assembling them into a live knowledge graph: a connected map of the target's people, financials, legal exposure, customers, suppliers, and reputational signals. Relationships that normally take days to cross-reference appear instantly—the board member sitting on a competitor's audit committee, the lawsuit filed quietly three states away, the executive churn that began before the numbers softened. Red flags don't wait to be found. Vantage automatically surfaces litigation spikes, leadership departures, restatements, and regulatory actions, ranked and explained. A 90-day time slider lets you drag through recent history and watch the target's profile change—because knowing when something shifted is often more revealing than knowing that it did. Every claim is cited back to its source, so partners can audit it and committees can rely on it. Every memo lands IC-ready. This defensibility is powered by Bright Data, whose reliable, large-scale, structured web access makes a trustworthy knowledge graph possible where brittle scrapers and stale databases fail. We target middle-market PE associates—the highest willingness-to-pay segment in B2B software, where seats command $500–$2,000 per month. Their time is billed against nine-figure decisions, and a single avoided bad deal or faster close justifies the spend many times over. Vantage turns the most tedious week in the deal process into a 40-second starting point.