The problem
AI teams waste months building brittle scrapers and still can't get clean, reliable web data into their models
What they do
API that searches, scrapes and crawls the web into clean data for AI agents
Traction Company says 8-figure ARR in year one, more than doubled in year two; 1.5M users
Hiring trend
- Open roles
- 33
- Ops roles
- 4
- Headcount
- ~55
Headcount ~22 → ~56 in 12 mo (+155% YoY, LinkedIn est.); 33 open roles, all added Jul–Oct 2026
Hiring in
- San Francisco
- Toronto Hub
- Remote
Latest news
Sep 2026
Raised $75M Series B led by Smash Capital; launched Alexandria knowledge library for agents ↗Funding
- Last round
- $75M
- Stage
- Series B
- Date
- Sep 2026
Led by Smash Capital (Series B); Nexus Venture Partners, Y Combinator (Series A)
- Hiring+233 open roles on the live job board (30+ roles = +2)
- Funding recency+1.5Series B · $75M, Sep 2026 (1 month ago): 6 months or less = +1.5
- Traction+1.5Strong growth: Company says 8-figure ARR in year one, more than doubled in year two; 1.5M users
- Red flags0Watch-outs noted below, none scored as a significant flag
- Total5.02 + 1.5 + 1.5 − 0 = 5.0 → Sprint (4.75 or more)
Distance (Half) is a separate read on how long the lead can last. It doesn't change the score.
Distance
Half · edge: learns from use
Default web-data layer for AI builders: most-starred scraper on GitHub (190K+), 1.5M users, Shopify, Apple, Canva, and its own indexes plus paid provider deals (Wikimedia). Bright Data is bigger on revenue, labs ship built-in web tools, and publisher pushback on scraping is a live risk.
Sources: Firecrawl: Introducing Alexandria and our $75M Series B (Sep 2026) ↗ · TechCrunch: Firecrawl raises $14.5M Series A, already profitable (Aug 2025) ↗ · Digiday: publishers vs third-party AI scrapers (Apr 2026) ↗
Watch-outs
Watch-out only (no score hit): publishers and TollBit/Goldstein reports name Firecrawl among AI scrapers reselling publisher content, some ignoring robots.txt. No lawsuit naming Firecrawl found; scraping suits are hitting peers (Reddit and Google v. SerpApi, Perplexity).
Sources: Digiday: third-party scrapers incl. Firecrawl named in publisher-content report (Apr 2026) ↗ · Hacker News: users report inconsistent robots.txt handling (Sep 2025) ↗ · ProxyPicker Scraping Law Hub: 2025–26 scraping suits (SerpApi, Perplexity; Firecrawl not a party) ↗
Last checked Oct 25, 2026