Research any startup instantly
Enter a company name and the agent will search the web, scrape live pages,
and compile a full research report in seconds.
Built with Claude API tool use + Bright Data SERP & Web Unlocker
Three web data agents research each competitor site (scrape + search), then a competitive analysis compares them to your product.
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How it works
1
Search the web
Claude fires multiple targeted Google searches via the Bright Data SERP API, pulling titles, URLs, and snippets for the company.
Bright Data SERP API
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2
Scrape live pages
Promising URLs — About pages, Crunchbase profiles, news articles — are fetched in full via the Bright Data Web Unlocker, bypassing bot protection.
Bright Data Web Unlocker
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3
Synthesise a report
All gathered data is fed back to Claude, which writes a structured report covering founders, funding, business model, and recent news.
Claude API tool use
Try these examples
Mistral AI
AI / LLM
Paris-based LLM startup challenging OpenAI and Google with open-weight models. Fast-growing, well-funded.
Expect: full funding table, open-source strategy, EU AI Act angle, key investors
Cursor
Dev Tools
AI-first code editor built on VS Code. One of the fastest-growing developer tools of 2024–2025.
Expect: product overview, Anysphere team background, Series A/B details, user growth stats
ElevenLabs
AI Audio
AI voice synthesis startup. Produces hyper-realistic speech in 29+ languages used by creators, publishers, and enterprises.
Expect: founders, $1.1B valuation, content partnerships, deepfake misuse controversies
Harvey AI
Legal Tech
AI legal assistant built on Claude and GPT-4. Used by Am Law 100 firms including Allen & Overy and PwC Legal.
Expect: law firm clients, OpenAI partnership, $100M+ raise, vertical AI agent positioning
Udio
AI Music
AI music generation startup — type a prompt, get a full song. Tests how the agent handles newer, less-documented companies.
Expect: thinner report, fewer scraped pages, more reliance on search snippets — good edge case
Linear
Ambiguous name
Project management tool for software teams. Tests how Claude disambiguates a generic name — "linear" could mean many things.
Expect: agent correctly identifies the SaaS tool, founders Karri Saarinen & team, design-led positioning
Searches: 0
Pages scraped: 0
Tool calls: 0
Agent Activity
Research Report
Report will appear here once the agent finishes