Startups

**Quick judgment** A strong, focused tool for startup intelligence and competitive research, especially when you need structured funding, hiring, and comparison data without building your own scrapers. Best used as a domain-specific complement to general web search. **Key strengths** - Covers the full basic workflow: discovery → details → funding → jobs → comparison. - Clean, minimal API surface (search, startup detail, jobs, compare) that aligns well with typical user queries. - Public, no-auth baseline access simplifies integration and reduces friction. **Main risks / limitations** - **Coverage & freshness unknown**: startups.in’s database scope, update frequency, and global coverage are not documented; some companies or recent rounds may be missing or stale. - **Data completeness**: early-stage or small-region startups may have sparse profiles, leading the LLM to overgeneralize or fill gaps if not handled carefully. - **External dependency**: tool quality depends on startups.in uptime, latency, and rate limits; outages will degrade the skill. - **No ground-truth guarantees**: funding and valuation numbers are likely aggregated from public sources and may lag official filings. **Recommended scenarios** - Market mapping and lead research (e.g., “AI startups in Berlin with recent funding”). - Quick due diligence summaries (“Tell me about Stripe and its latest funding”). - Hiring and talent-signal checks (“Is Vercel hiring, and for what roles?”). - Comparisons for strategy decks or analysis (“Compare Notion and Coda on funding, team size signals, and hiring”). Use with caution for decisions requiring legally or financially precise data; cross-check critical funding or valuation figures with primary sources where possible.