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ShopGraph Review

API that extracts structured product data from any URL with per-field confidence scores, provenance tracking, and Universal Commerce Protocol output.

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Verdict

ShopGraph targets e-commerce automation pipelines and AI agents that need reliable, verifiable product data from arbitrary merchant URLs. Its standout feature is per-field confidence scoring backed by a three-tier extraction pipeline (Schema.org, LLM, headless rendering), giving downstream systems explicit quality signals rather than opaque results. The free tier of 50 calls/month allows easy evaluation, though heavy production use will require a paid plan.

What it does

Product data extraction that tells agents what to trust. Per-field confidence scores, server-side threshold enforcement, and multi-method calibration for commerce data.

Best for

Businesses that need to extract product data from e-commerce sites and require confidence scores and per-field provenance.

At a glance

Free planYes
Login requiredNo
MemoryNo
VoiceNo
Image generationNo
Group chatNo
Mobile appNo
NSFW policyN/A
PricingFree + paid — 50 free calls/month, no signup required; paid tiers not publicly listed

Pros & cons

Pros
  • Per-field confidence scores and provenance
  • No signup needed for free tier
  • Standardized UCP JSON output across all merchants
  • RFC 9421 signed requests for bot-detection bypass
Cons
  • Paid pricing not transparent
  • Niche use case limited to commerce data extraction
  • Requires API integration skills

Frequently asked

Is ShopGraph free to use?
Yes. ShopGraph has a free plan — 50 free calls/month, no signup required; paid tiers not publicly listed
Does ShopGraph have memory?
No persistent memory — sessions don't carry over by default.
Can ShopGraph do voice or images?
Voice: no. Image generation: no.
What are the best alternatives to ShopGraph?
Browse the AI Tools Directory for related tools.

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Notes from users

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