ScrapeGraphAI vs Scrapeless
55 fields both were evaluated on, 23 of them different — including where one discloses something the other does not. Every value links to the document it came from. 32 further fields are disclosed by neither and are listed at the end rather than tabled.
Assurance
| Field | ScrapeGraphAI | Scrapeless |
|---|---|---|
| Compliance certifications· | Vendor states all requests are SOC 2 Type II compliant (self-declared) “All requests are SOC 2 Type II compliant.”scrapegraphai.com · checked Aug 2, 2026 | “complying with GDPR standards”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| Regulatory alignment· | no public information scrapegraphai.com · checked Aug 2, 2026 | “complying with GDPR standards”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| SLA terms· | no public information scrapegraphai.com · checked Aug 2, 2026 | “Enterprise-level SLA The Service Level Agreement (SLA) serves as a safeguard for your project, ensuring a contract for anticipated outcomes, automated oversight, prompt issue resolution, and a personalized maintenance plan.”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
Agency
| Field | ScrapeGraphAI | Scrapeless |
|---|---|---|
| Action space· | Reads/converts webpages into structured data via API endpoints (scrape, extract, search, crawl, monitor) “Turn any webpage into structured data with one API call”scrapegraphai.com · checked Aug 2, 2026 | no public information www.scrapeless.com · checked Aug 7, 2026 |
| Operating environment· | Operates on the web via API and integrates into AI assistant/IDE environments (Claude, Cursor) via MCP “Enable Claude, Cursor, and other AI tools to scrape data in real-time.”scrapegraphai.com · checked Aug 2, 2026 | “Agent Browser, AI Scraper & Web Scraping APIs”www.scrapeless.com · checked Aug 7, 2026 |
| Initiative· | Can self-initiate on a schedule via the Monitor feature (interval-based webhook notifications), not solely prompt-driven “Watch webpages for changes and get notified via webhook.”scrapegraphai.com · checked Aug 2, 2026 | no public information www.scrapeless.com · checked Aug 7, 2026 |
Safety
| Field | ScrapeGraphAI | Scrapeless |
|---|---|---|
| Safety policy· | no public information scrapegraphai.com · checked Aug 2, 2026 | “We are committed to using technology for the benefit of humanity and firmly oppose any illegal activities and misuse of our products. We support the collection of publicly available data to improve human life, while strongly opposing the collection of unauthorized or unapproved sensitive information.”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| Usage restrictions· | no public information scrapegraphai.com · checked Aug 2, 2026 | “We are committed to using technology for the benefit of humanity and firmly oppose any illegal activities and misuse of our products. We support the collection of publicly available data to improve human life, while strongly opposing the collection of unauthorized or unapproved sensitive information.”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| Incident reporting· | no public information scrapegraphai.com · checked Aug 2, 2026 | “If you find anyone abusing our services, please provide us with feedback!”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| Data handling· | no public information scrapegraphai.com · checked Aug 2, 2026 | “We ensure your information remains confidential, complying with GDPR standards.”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
Practicality
| Field | ScrapeGraphAI | Scrapeless |
|---|---|---|
| Pricing model· | Usage/credit-based pricing (pay per API credit consumed) “Pay only for what you use”scrapegraphai.com · checked Aug 2, 2026 | no public information www.scrapeless.com · checked Aug 7, 2026 |
| Price point· | Free plan $0; Starter $20/mo (10,000 credits); Growth $100/mo (100,000 credits); Pro $500/mo (750,000 credits); Enterprise custom “Starter Plan For individuals $ 20 $ 20 /mo billed monthly 10,000 API credits per month 100 requests/min 5 monitors 3 concurrent crawls Get Started!”scrapegraphai.com · checked Aug 2, 2026 | no public information www.scrapeless.com · checked Aug 7, 2026 |
| Deployment options· | Cloud-hosted API (SaaS); no self-hosted/on-prem option stated “Cloud-Ready API”scrapegraphai.com · checked Aug 2, 2026 | |
| Integrations· | Integrates with LangChain, CrewAI, LlamaIndex, Agno, Vercel AI, LiteLLM, Hermes, OpenClaw, Smithery, n8n, Zapier, Make, plus Python/JS SDKs, CLI and MCP “LangChain View docs → CrewAI View docs → LlamaIndex View docs → Agno View docs → Vercel AI View docs → LiteLLM View docs → Hermes View docs → OpenClaw View docs → Smithery View docs → n8n View docs → Zapier View docs → Make View docs →”scrapegraphai.com · checked Aug 2, 2026 | “Scrapeless n8n Integration v0.5.4: AI Scraper Workflows”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| Supported regions· | no public information scrapegraphai.com · checked Aug 2, 2026 | |
| Support model· | no public information scrapegraphai.com · checked Aug 2, 2026 | “dedicated technical support throughout”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
Ecosystem
| Field | ScrapeGraphAI | Scrapeless |
|---|---|---|
| Protocols supported· | Supports Model Context Protocol (MCP) for AI assistant integration “Connect AI assistants directly to the web via Model Context Protocol.”scrapegraphai.com · checked Aug 2, 2026 | “Scrapeless MCP Server Is Officially Live!”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| Multi-agent· | no public information scrapegraphai.com · checked Aug 2, 2026 | “Build Your Ultimate AI-Web Connector”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| API access· | Public REST API exists (scrape/extract/search/crawl/monitor endpoints, API key auth) “ScrapeGraphAI is an AI-powered web scraping API that lets you extract structured data from any website using natural language prompts.”scrapegraphai.com · checked Aug 2, 2026 | “Scraping API, Universal Scraping API”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| Marketplace presence· | no public information scrapegraphai.com · checked Aug 2, 2026 | “See what our users say on Product Hunt.”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
Impact
| Field | ScrapeGraphAI | Scrapeless |
|---|---|---|
| User base· | no public information www.scrapeless.com · checked Aug 7, 2026 | |
| Deployment scale· | Reports 27.3k+ GitHub stars, 250M+ webpages extracted, 1M+ users “27.3k+ GitHub stars / 250M+ webpages extracted / 1M+ users”scrapegraphai.com · checked Aug 2, 2026 | “Scrapeless offers AI-powered, robust, and scalable web scraping and automation services trusted by leading enterprises.”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
| Target sectors· | Marketed for e-commerce price monitoring among other use cases (lead gen, market research, real estate) “Track competitor prices on Amazon, eBay, and other e-commerce sites.”scrapegraphai.com · checked Aug 2, 2026 | “Enterprise-level Data Scraping Solution”www.scrapeless.com · checked Aug 7, 2026 Not in our latest capture. We captured this page again on Aug 18, 2026 and this quote was not there. How we re-check citations |
Disclosed by neither
Both ScrapeGraphAI and Scrapeless publish nothing on these 32 fields. That is a finding about the category rather than a difference between them, so it is recorded here instead of as 32 identical table rows. Each is shown with its source check on the individual profiles.
- Autonomy level
- Human oversight
- Goal complexity
- High-risk domains
- Documented incidents
- Availability
- Base models
- Model provider
- Model swappable
- Open weights
- Fine-tuning
- Context window
- Tool use
- Open source
- Safety evaluations
- Red teaming
- Model or system card
- Third-party evaluations
- Insurance available
- Insurance carriers
- Coverage limits
- Indemnification
- Liability cap
- Audit trail
- Tamper-evident log
- Explainability
- Runtime governance
- Permission scopes
- Outcome-based pricing
- Settlement mechanism
- Dispute process
- Evaluation coverage
Questions
- How do ScrapeGraphAI and Scrapeless compare on action space?
- ScrapeGraphAI: Reads/converts webpages into structured data via API endpoints (scrape, extract, search, crawl, monitor). Scrapeless: no public information disclosed.
- How do ScrapeGraphAI and Scrapeless compare on initiative?
- ScrapeGraphAI: Can self-initiate on a schedule via the Monitor feature (interval-based webhook notifications), not solely prompt-driven. Scrapeless: no public information disclosed.
- How do ScrapeGraphAI and Scrapeless compare on user base?
- ScrapeGraphAI: Reports 1M+ users. Scrapeless: no public information disclosed.
- How do ScrapeGraphAI and Scrapeless compare on pricing model?
- ScrapeGraphAI: Usage/credit-based pricing (pay per API credit consumed). Scrapeless: no public information disclosed.
- How do ScrapeGraphAI and Scrapeless compare on price point?
- ScrapeGraphAI: Free plan $0; Starter $20/mo (10,000 credits); Growth $100/mo (100,000 credits); Pro $500/mo (750,000 credits); Enterprise custom. Scrapeless: no public information disclosed.