What people actually say about ScrapeGraphAI
11 mentions across 1 sources · 75% positive · researched Jul 3, 2026
Hacker News
What users praise
- • AI-powered scraping eliminates brittle CSS/XPath selectors.
- • Natural language prompts make extracting structured data simple.
- • Graph-based pipeline adapts to dynamic, changing websites.
What frustrates them
- • Only 11 Hacker News posts available; no independent community feedback.
- • Free tier provides only 500 one-time credits, insufficient for evaluation.
- • Paid plans start at $20/month, potentially expensive for light use.
This is a summary. The full report adds every quote we found, a per-source breakdown, recurring themes, hidden costs and the learning curve — run a free scan below, or see the full ScrapeGraphAI review.
What comes up again and again about ScrapeGraphAI
Recurring themes across everything we collected, with where each one showed up.
AI-powered scraping reduces the pain of maintaining selectors
praised · seen on Hacker News
Active development with weekly feature releases
praised · seen on Hacker News
Limited real-world feedback and no independent reviews
criticised · seen on Hacker News
Integration with LLM frameworks and automation tools
praised · seen on Hacker News
Potential for company instability due to layoffs
criticised · seen on Hacker News
How hard is ScrapeGraphAI to learn?
Users describe it as beginner · typically 5 minutes to get going
Where people get stuck
- • Understanding credit system and pricing
- • Tuning prompts for accurate extraction
Who ScrapeGraphAI actually suits
Works well for
- • Developers wanting LLM-based scraping without writing selectors
- • Teams needing to extract data from complex, dynamic websites
- • Early adopters willing to test a rapidly evolving tool
Not the right fit for
- • Budget-conscious users needing a generous free tier
- • Buyers requiring extensive independent reviews and proven reliability
- • Enterprise teams needing guaranteed accuracy and uptime
What people are discussing right now
Discussion volume is low and trending up
- AI-powered web scraping
- Structured data extraction with LLMs
- Weekly releases and new features
What people really think about ScrapeGraphAI
A real-time sweep of the open web — social media, forums, review sites, video reviews and live community discussions — distilled into one honest verdict with the actual mentions behind it.
What's inside your ScrapeGraphAI report
Everything you need to decide — distilled from real, current user opinion.
Live mentions
The actual posts, reviews & complaints about ScrapeGraphAI — with links and dates.
Honest verdict
A straight answer on whether it lives up to the hype — and who it’s really for.
Praise & gripes
What users genuinely love and the frustrations that keep coming up.
Real quotes
Representative voices from real users, not marketing copy.
Recurring themes
The patterns across hundreds of opinions, surfaced at a glance.
Red flags
Hidden costs and dealbreakers people only discover after signing up.
How it works
Sign up free
Create an account in seconds — get 5 free scans, no card.
We sweep the web
Live social media, forums, reviews & video opinions — in ~30–60s.
Get your report
An honest, downloadable verdict with the real mentions behind it.
Ready to see the real verdict on ScrapeGraphAI?
Your scan is ready in under a minute · ₹20 / $1.
Compare ScrapeGraphAI head-to-head
See how it stacks up against the tools people weigh it against.
Top alternatives to ScrapeGraphAI
Researching options? Explore the closest alternatives.
Spider Cloud
AI web scraping API that turns any site into markdown or JSON for AI agents, pay-as-you-go or flat-rate.
Temporal AI
Durable execution platform that keeps AI agents working through failures with automatic retries and state capture.
ScreenplayIQ
AI screenplay analysis with box office prediction and tailored feedback.
Thunderbit
One-click AI web scraper extension that turns any page into structured data — no CSS selectors.
Scraperai
Free open-source AI CLI that turns web pages into reusable, shareable scraping configs.
Reworkd
AI web scraping with self-healing scrapers and zero hallucinations — sunsetting Feb 6, 2025.
Check sentiment on these too
Run a live scan on the alternatives before you decide.
ScrapeGraphAI — questions buyers ask
What do people complain about most with ScrapeGraphAI?
The complaints that recur most often are only 11 Hacker News posts available, no independent community feedback, free tier provides only 500 one-time credits, insufficient for evaluation and paid plans start at $20/month, potentially expensive for light use. Drawn from 11 mentions across 1 sources.
What do users like about ScrapeGraphAI?
Users consistently praise AI-powered scraping eliminates brittle CSS/XPath selectors, natural language prompts make extracting structured data simple and graph-based pipeline adapts to dynamic, changing websites.
Is ScrapeGraphAI hard to learn?
Users describe it as beginner; most people are up and running in 5 minutes; the usual sticking points are understanding credit system and pricing and tuning prompts for accurate extraction.
Who should not use ScrapeGraphAI?
Based on what users report, it is a poor fit for budget-conscious users needing a generous free tier, buyers requiring extensive independent reviews and proven reliability and enterprise teams needing guaranteed accuracy and uptime.
What are people saying about ScrapeGraphAI right now?
Discussion volume is low and trending up. Current topics: AI-powered web scraping, structured data extraction with LLMs and weekly releases and new features.
How current is this report?
Each scan runs live the moment you click — it reflects what people are saying now, and every report lists the dated mentions behind it.
Can I download it?
Yes — download the full report as a polished, shareable PDF.