Top Builders

Explore the top contributors showcasing the highest number of app submissions within our community.

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.

Edit on GitHub

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.

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.

Wayfinder

Wayfinder

Wayfinder is an AI-powered platform that simplifies international trade and logistics. Instead of spending hours searching across freight marketplaces, government portals, customs databases, logistics news sites, and shipping providers, users simply describe what they want to ship in natural language. Wayfinder automatically gathers and centralizes critical information, including freight rates, shipping options, tariffs, regulations, required documentation, and logistics risks. Using real-time web data collected from multiple sources, the platform provides users with a comprehensive view of their shipment before making a decision. The platform also monitors potential disruptions such as port congestion, strikes, severe weather events, geopolitical developments, and supply chain bottlenecks that could impact delivery times or transportation costs. Our goal is to make global trade more accessible, transparent, and efficient by transforming fragmented logistics data into a single actionable report. Whether shipping food products, raw materials, or manufactured goods, Wayfinder helps businesses make faster, smarter, and more informed international shipping decisions.

ROGUE: Open-web LLM Threat Intelligence Agent

ROGUE: Open-web LLM Threat Intelligence Agent

A new way to jailbreak AI appears on Reddit, X, or arXiv almost every day. By the time a quarterly red-team catches it, it has already worked on a production chatbot. ROGUE closes that gap , the red-team that never sleeps. ROGUE is an autonomous red-team agent. It continuously harvests new LLM attacks from 19 live open-web sources — Reddit/X jailbreak communities, arXiv, GitHub (the Pliny umbrella), HuggingFace, MITRE ATLAS, OWASP, and vendor safety blogs — then reproduces each against YOUR deployment: your system prompt, your declared tools, your target model, scored together. Not a bare model. Not a frozen test bank. Your actual setup, against today's attacks. It's the only project here using Bright Data MCP on BOTH sides. As a consumer, the discovery agent reasons over Bright Data's MCP tools (Web Scraper, SERP, Web Unlocker, Scraping Browser) to reach sources that block bots. As a producer, ROGUE exposes its own MCP server. Try it now ,the dashboard has one-click "Add to Cursor / VS Code" buttons, and the hosted endpoint (rogue-api-mr5w.onrender.com/mcp) needs zero setup. Connect it and ask, from your own IDE, "what new attacks broke our support bot in the last 24 hours?" — live, during judging. The numbers are real, not a demo fixture. One live sweep: 8,321 breach trials across 6 deployment configs, a 16.5× vulnerability spread between weakest and strongest model. A separate judge scores every trial (REFUSED / EVADED / PARTIAL / FULL) and is calibrated against blind human labels, 98% breach-axis agreement, validated on WildGuardTest and StrongREJECT, not "trust the AI." Bright Data spend: $0.15 per detected breach. Publication-to-breach: ~2 minutes. It also red-teams multimodally, rendering text attacks as images and audio, because a jailbreak refused as text often succeeds as a picture of that text. Built solo in 6 days. Prior: GPTFuzz Grand Prize (Yonsei, 2024) and adversarial-ML research at AIM Intelligence.

SupplyPulse

SupplyPulse

SupplyPulse is an AI-powered delivery exposure platform for enterprise supply chain teams managing critical equipment deliveries across global suppliers, countries, and routes. The platform helps teams identify high-pressure deliveries, understand why they need attention, verify the external evidence behind the findings, and generate business-ready reports. For the demo, SupplyPulse is connected to the NorthBridge Energy Infrastructure workspace for the Singapore Data Center Phase 2 program. It analyzes equipment delivery records, planned need dates, forecast arrivals, source countries, destination countries, and external exposure queries. The user can ask one business question, and SupplyPulse runs an agent pipeline that checks schedule pressure, geopolitical issues, trade and tariff exposure, and route logistics concerns. Bright Data API is used to gather fresh external web evidence, a Source Quality Filter keeps useful sources, and Gemini reasons over the filtered evidence to generate summaries, recommendations, limitations, reports, and an audit trail. SupplyPulse turns static delivery tracking into an evidence-backed workflow for faster, more confident supply chain decisions.