shouldiuse.io

Comparison

ScrapeGraphAI vs Firecrawl

ScrapeGraphAI and Firecrawl both land on Depends.

Firecrawl

firecrawl.dev

Depends
Confidence: Medium

Buy it if you're building AI agents or LLM pipelines that need live web pages as clean Markdown or JSON.

Read the full report

ScrapeGraphAI versus Firecrawl
CompareScrapeGraphAIFirecrawl
VerdictDependsDepends
Best forDevelopers building AI agents needing web dataAI agent builders needing live web data
Who it's not forRisk-averse enterprises . pre-seed vendor, active CVE, no security pageAnyone scraping social media platform data
PrivacyOne public CVE in the open-source library; no vendor security page found.⁸No known public vulnerabilities found in the sources reviewed.
Support qualityNo support evidence in sourcesNo evidence found
Public sentimentReddit users and reviewers praise output quality and time savings, though some debate reliability versus traditional scrapers.¹Early users praise fast setup and clean output for AI workflows, but independent review volume is thin and some advanced users report issues.
Biggest gotchaPatch the open-source library promptly; command-injection CVE disclosed July 2026.⁸Free plan is 500 one-time credits, not monthly . it burns fast16

Pick ScrapeGraphAI when

  • Developers building AI agents needing web data
  • Market research and lead-gen scraping
  • Teams tired of proxy and selector maintenance
  • Open-source users wanting a hosted API

When ScrapeGraphAI is not a fit

  • Risk-averse enterprises . pre-seed vendor, active CVE, no security page
  • No-code teams wanting point-and-click extraction
  • High-volume buyers needing fixed per-record pricing
  • Anyone needing multi-year vendor stability

Pick Firecrawl when

  • AI agent builders needing live web data
  • LLM/RAG pipelines wanting clean Markdown
  • Dev teams comfortable calling APIs
  • Teams monitoring site changes over time

When Firecrawl is not a fit

  • Anyone scraping social media platform data
  • Simple one-page jobs . a basic scraper is cheaper
  • Guess: non-technical teams wanting point-and-click scraping
  • Buyers wanting a deep independent review track record

Sources

  1. ScrapeGraphAI Saved Me 30+ Hours (2026 Review)fahimai.com
    review
  2. ScrapeGraphAI Review 2026: Pricing, Pros, Consthunderbit.com
    review
  3. ScrapeGraphAI Reviews | G2g2.com
    review
  4. Best AI web scraping tools . Reddit r/automationreddit.com
    review
  5. Anyone here actually used ScrapeGraphAI? . Redditreddit.com
    review
  6. ScrapeGraphAI Pricingscrapegraphai.com
    official
  7. ScrapeGraphAI Free vs Paidscrapegraphai.com
    official
  8. GHSA-c36w-gwff-q62j . Command Injection Advisorygithub.com
    security
  9. CVE-2026-5532 Recordcve.org
    security
  10. ScrapeGraphAI Valuation & Funding . Caplightcaplight.com
    news
  11. ScrapeGraphAI Revenue: $330K Est. ARR . GetLatkagetlatka.com
    news
  12. ScrapeGraphAI raised capital with Vento Venturesnordic9.com
    news
  13. Firecrawl on G2g2.com
    review
  14. Firecrawl review: An honest thought about this AI scraper (Gumloop)gumloop.com
    review
  15. Firecrawl Review: Costs, Limits, and What I'd Use Instead (Thunderbit)thunderbit.com
    review
  16. Firecrawl Review (Filip Konecny)filipkonecny.com
    review