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Should I Use ScrapeGraphAI?

scrapegraphai.com·Analyzed 1 hour ago·Based on 12 sources

The web scraping API built for the AI era. Extract structured data from any website. No proxies, no selectors, no maintenance needed.

Depends

Depends

Buy if you're a developer feeding structured web data into AI agents and want zero scraping maintenance.

Great AI scraper for devs building agents; too early-stage and security-light for risk-averse teams.

Confidence: Medium

~$5 / 1,000 credits

Starting price

Credit-based, four plans

Yes

Free tier

Free vs. paid plans offered

$330K (2025)

Est. ARR

GetLatka estimate

Pre-seed

Funding

Vento Ventures, Italy

Value for money3

Free tier exists, but credit costs scale unpredictably

Ease of use4

Users report 30+ hours saved, no maintenance

Feature depth4

Scraping, search, MCP server, SDKs, LangChain

Security posture2

Command-injection CVE; no public security page

Pros

  • Users report saving 30+ hours versus manual scraping¹
  • No selectors, proxies, or maintenance required⁶
  • Free tier plus four plans for testing and scaling⁷
  • Open-source core with hosted API and MCP server
  • Integrates with LangChain and agent frameworks⁶

Cons

  • Complex operations burn more credits than markdown scrapes²
  • Command-injection CVE (CVSS 6.3) in open-source library⁸
  • No public security page found
  • Pre-seed funded with ~$330K estimated ARR — vendor risk11
  • Speed and accuracy benchmarks vs. Parsera are self-published

Gotchas

  • highPatch the open-source library promptly; command-injection CVE disclosed July 2026.⁸
  • mediumMarkdown scrapes cost 1 credit; extraction and search endpoints cost more — budget accordingly.²
  • mediumCredits listed at $5.00 per 1,000 — verify current rates before committing to volume.⁶
  • mediumPre-seed startup: hosted API pricing and endpoints may change — avoid deep lock-in.10

Best for

  • 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

Not for

  • 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

Pricing

Free

$0

  • Trial credits to test the API

Paid (four plans)

Credit-based

  • 1,000 credits ~ $5.00
  • Markdown scrape: 1 credit

Security

One CVE in the open-source library; no vendor security page found.

  • CVE-2026-5532 — Command Injection (CVSS 6.3)Command injection vulnerability in the scrapegraph-ai open-source Python library, disclosed July 24, 2026.⁸

What users say

Reddit users and reviewers praise output quality and time savings, though some debate reliability versus traditional scrapers.

“It produced complete, wo…”
— Reddit, r/automation
“It's an open source AI s…”
— Reddit, r/scrapingtheweb
“Their pricing is really…”
— G2 review

Alternatives

Compare ScrapeGraphAI with each alternative.

Thunderbit

No-code browser extraction for non-developers

Full analysis

Based on ~40 public sources; user quotes truncated in source snippets.

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

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