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ScrapeGraphAI Review

Depends

Should I use ScrapeGraphAI?

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

· 1 month ago

Buy if you're a developer feeding structured web data into AI agents and want zero scraping maintenance. Skip if you need vendor stability, predictable pricing, or an enterprise security posture.

Confidence

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

Ratings

  • Value for money
  • Ease of use
  • Feature depth
  • Support qualityNo support evidence in sources
  • Security posture

Pricing

$0

Free

ModelNot disclosed
Monthly feesNot disclosed
HardwareNot disclosed
Free tierYes
Paid (four plans)Credit-based

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

Gotchas - check before you buy

high

Patch the open-source library promptly; command-injection CVE disclosed July 2026.

medium

Markdown scrapes cost 1 credit; extraction and search endpoints cost more — budget accordingly.

medium

Credits listed at $5.00 per 1,000 — verify current rates before committing to volume.

medium

Pre-seed startup: hosted API pricing and endpoints may change — avoid deep lock-in.

Pros and cons

Pros

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

Cons

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

Sources & method

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

official x2review x5security x2news x3
  • CVE-2026-5532 — Command Injection (CVSS 6.3), Command injection vulnerability in the scrapegraph-ai open-source Python library, disclosed July 24, 2026.

Key stats

  • Value for money: 3/5

    Rating

  • $0

    Starting price

  • 12

    Sources

  • Analyzed

  • Value for money: 3/5. Free tier exists, but credit costs scale unpredictably
  • Ease of use: 4/5. Users report 30+ hours saved, no maintenance
  • Feature depth: 4/5. Scraping, search, MCP server, SDKs, LangChain
  • Support quality. No support evidence in sources
  • Security posture: 2/5. Command-injection CVE; no public security page
  • ~$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

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
Full analysis

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

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

Methodology

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

Read how a report is made.

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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