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llms.txt

Authority
48 reach 7 · trust 5 · quality 21 · freshness 15
Tier
listed
llms.txt
https://scrapegraphai.com/llms.txt
llms-full.txt
https://docs.scrapegraphai.com/llms-full.txt
Sections
20
Links
40
Size
21154 bytes
Popularity rank
#462302
Country
United States
For agents
Documentation: developer or product docs worth reading, nothing to call
First seen
2026-10-19T10:43:28.988Z
Last checked
2026-10-21T03:57:15.366Z
Badge
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Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-21T03:57:12.303Z. Cached copy · Source on scrapegraphai.com

# llms.txt

## Overview of ScrapeGraphAI

ScrapeGraphAI is the only scraping API designed for autonomous AI agents. It's an advanced AI-powered web scraping platform that transforms any website into structured data using natural language instructions. No proxies needed. No maintenance required. Just reliable data extraction with clean JSON output that integrates seamlessly into data pipelines, RAG systems, analytics, and machine learning applications.

## Statistics

- **27.3k+ GitHub Stars**: Top-rated open source web scraping project
- **250M+ Extracted Webpages**: Proven at scale across millions of operations
- **1M+ Unique Users**: Trusted by developers and businesses worldwide

## Pricing Model

ScrapeGraphAI utilizes a **credit-based pricing system** that covers both AI inference processing and web data fetching in a single unified cost structure.

### Subscription Plans (Yearly vs Monthly)

**Yearly Plans**: Save 15% - billed upfront

| Plan | Monthly Cost | Yearly Cost | Credits | Rate Limits | Features |
|------|-------------|-------------|---------|-------------|----------|
| **Free** | $0 | — | 500 credits (one-time) | 10 requests/min | 1 monitor, 1 concurrent crawl, Community support |
| **Starter** | $20/month | $204/year ($17/mo equivalent) | 10,000 credits/month | 100 requests/min | 5 monitors, 3 concurrent crawls |
| **Growth** | $100/month | $1,020/year ($85/mo equivalent) | 100,000 credits/month | 500 requests/min | 25 monitors, 15 concurrent crawls, Basic proxy rotation |
| **Pro** | $500/month | $5,100/year ($425/mo equivalent) | 750,000 credits/month | 5,000 requests/min | 100 monitors, 50 concurrent crawls, Advanced proxy rotation, Priority support |
| **Enterprise** | Custom | Custom | Custom credits | Custom limits | Custom monitor and crawl limits, Dedicated infrastructure, Dedicated support |

### Effective Cost Per API Call

Credit examples: Scrape markdown = 1 credit, Extract = 5 credits, Search = 2 credits per result without a prompt or 5 credits per result with extraction, Crawl = 2-credit startup plus per-page Scrape cost, Monitor = per-tick Scrape cost plus 5 credits when a change is detected.

| Plan | Cost / Scrape Markdown | Cost / AI Extract | Cost / Search Result |
|------|------------------------|-------------------|----------------------|
| **Starter** ($20/mo) | $0.0020 | $0.0100 | $0.0040+ |
| **Growth** ($100/mo) | $0.0010 | $0.0050 | $0.0020+ |
| **Pro** ($500/mo) | $0.00067 | $0.00333 | $0.00133+ |

AI extraction is included in the credit model. JavaScript rendering does not add credits; stealth mode adds 5 credits per billed request, page, or result because it uses the anti-bot path.

### Credit Packs (One-Time Top-Ups)

Credit packs stack on any subscription and never expire.

| Pack | Credits | Price |
|------|---------|-------|
| **Small** | 1,000 | $5 |
| **Medium** | 10,000 | $40 |
| **Large** | 50,000 | $150 |

## API Services / doc

Canonical v2 service documentation:
- [`scrape`](https://docs.s
…

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