ShopGraph Review
API that extracts structured product data from any URL with per-field confidence scores, provenance tracking, and Universal Commerce Protocol output.
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
Pros & cons
- 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
- Paid pricing not transparent
- Niche use case limited to commerce data extraction
- Requires API integration skills
Related tools
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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