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ScrapeGraphAI · Active

ScrapeGraphAI

API and SDK platform for AI-assisted web extraction and crawling

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Evidence-backed profile summary

Agenova records ScrapeGraphAI as a workflow automation product from ScrapeGraphAI. Accepted availability evidence: Official documentation currently describes Python 3.12 or later, the scrapegraph-py SDK, and a ScrapeGraphAI API key for hosted extraction requests.

Category
Workflow automation
Purpose taxonomy
Business Operations (ade-1a.v1)
Pricing
Open Source
Deployment
Self Hosted
Source freshness
Attention required
Evidence coverage
1 of 8 fields
Execution status
No published execution evidence
Last assessed
2026-09-09
Last source scan
2026-09-20
Last material change
2026-09-07
Canonical Agent entity

What is ScrapeGraphAI?

ScrapeGraphAI provides APIs and SDKs for extracting structured data, crawling sites, producing markdown, and running agentic browser tasks.

ScrapeGraphAI accepts natural-language extraction instructions through hosted APIs and language-specific SDKs, alongside related open-source components. Its official installation documentation requires an account API key and distinguishes the current SDK path from older library materials. Evaluate it for authorized data extraction with robots and terms review, request minimization, personal-data controls, output validation, rate and cost limits, and clear separation between hosted API behavior and self-managed open-source code.

Evidence boundary

What is verified—and what remains unknown.

Source-backed now

  • DeploymentOfficial documentation currently describes Python 3.12 or later, the scrapegraph-py SDK, and a ScrapeGraphAI API key for hosted extraction requests.

Not yet verified

  • PricingNo accepted public source currently supports this field.
  • CapabilitiesNo accepted public source currently supports this field.
  • Enterprise controlsNo accepted public source currently supports this field.
  • Privacy & data policyNo accepted public source currently supports this field.
  • IntegrationsNo accepted public source currently supports this field.
  • Regional availabilityNo accepted public source currently supports this field.
  • Execution reliabilityNo publication-approved execution evidence.
Decision readiness

Evidence coverage: 13%

1 of 8 decision fields supported. Evidence coverage is not a product score.

Source-Backed
1
Execution-Verified
0
Intelligence Gap
6
Execution Evidence Gap
1
FieldCurrent answerEvidence stateSourceLast assessed
Pricing

No directly supporting official source has passed field-level review.

UnverifiedIntelligence GapNo accepted source
Capabilities

No directly supporting official source has passed field-level review.

UnverifiedIntelligence GapNo accepted source
Deployment

CONDITIONAL — official first-party source: Official documentation currently describes Python 3.12 or later, the scrapegraph-py SDK, and a ScrapeGraphAI API key for hosted extraction requests.

Source-BackedScrapeGraphAI official official documentation source
Enterprise controls

No directly supporting official source has passed field-level review.

UnverifiedIntelligence GapNo accepted source
Privacy & data policy

No directly supporting official source has passed field-level review.

UnverifiedIntelligence GapNo accepted source
Integrations

No directly supporting official source has passed field-level review.

UnverifiedIntelligence GapNo accepted source
Regional availability

No directly supporting official source has passed field-level review.

UnverifiedIntelligence GapNo accepted source
Execution reliability

No publication-approved execution evidence is available for this Agent.

UnverifiedExecution Evidence GapNo accepted source
Evaluation status

Execution status: No published execution evidence

Documented product facts and Source-Backed claims do not establish execution quality or performance. Only publication-approved execution evidence can create an Execution-Verified state.

Product facts and market availability

Known facts, with boundaries visible.

Pricing
Open SourceProduct record
Deployment
Self HostedProduct record
Languages
English
Provider-listed markets
GlobalProvider-listed; not verified availability
Independently verified availability
Unverified
Access requirements
Not recorded
Payment access
Not verified
Network dependency
Not verified
Integrations
Not recordedNot verified
Published change intelligence

Recent Changes

ScrapeGraphAI · 2026-09-07

ScrapeGraphAI v2.2.4 documents this product change: 2.2.4 (2026-09-07) Bug Fixes 🐛 read SCRAPEGRAPHAI_TELEMETRY_ENABLED from the environment, not the config file ( 8769c3b ) models: add Gemini 2.5 token limits so they are not truncated to 8192 ( c21af20 ) fetch: surface

This update covers the v2.2.4 release notes and does not infer behavior beyond the official release description.

Affected field
Product fact
Evidence state
Source-Backed
Decision impact
No published decision impact recorded
View update →Official source ↗
Capability intelligence · Evidence-aware, not a ranking

Capabilities and evidence

Documented product intelligence is not execution evidence or a performance claim. No publication-approved Execution-Verified edge appears unless its governed evidence passes.

No evidence-qualified capability edge is published for this profile. Provider-listed labels are not promoted as verified capabilities.

View full evidence audit9 audited fields · default collapsed

Version

Unverified · 0 matching sources · 2026-09-09

No accepted supporting source is recorded for this field.

Capabilities

Unverified · 0 matching sources · 2026-09-09

No accepted supporting source is recorded for this field.

Pricing

Unverified · 0 matching sources · 2026-09-09

No accepted supporting source is recorded for this field.

Enterprise controls

Unverified · 0 matching sources · 2026-09-09

No accepted supporting source is recorded for this field.

Privacy & data policy

Unverified · 0 matching sources · 2026-09-09

No accepted supporting source is recorded for this field.

Integrations

Unverified · 0 matching sources · 2026-09-09

No accepted supporting source is recorded for this field.

Regional availability

Unverified · 0 matching sources · 2026-09-09

No accepted supporting source is recorded for this field.

Traceable provenance

Official sources

These sources support only the fields named below. A missing source is reported as unknown, not as a negative product claim.

SourceType and providerSupportsReviewed
ScrapeGraphAI official product pageofficial product · ScrapeGraphAICanonical identity or product context
ScrapeGraphAI official documentationofficial documentation · ScrapeGraphAIIdentity
ScrapeGraphAI official releasesrelease notes · ScrapeGraphAICanonical identity or product context
ScrapeGraphAI official official documentation sourceofficial documentation · ScrapeGraphAIDeployment, Identity
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