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ChatGPT Shopping Feed Checker by LLM Pulse

Validate your product feed against OpenAI's ChatGPT Shopping specification. Check compliance, identify errors, and get actionable recommendations to improve your feed quality.

Per-product validation

OpenAI spec compliance

Feed quality score

Actionable recommendations

100% free Results in seconds

Why check your ChatGPT Shopping feed?

ChatGPT Shopping processes 50M+ shopping queries daily. Merchants need properly formatted product feeds to appear in AI shopping recommendations. This tool validates your feed against the official OpenAI specification and scores your readiness.

Check Your Feed

Paste CSV rows, JSON objects, or JSONL lines

Frequently Asked Questions

What is a ChatGPT Shopping feed?
The ChatGPT Shopping feed is a product data specification by OpenAI that enables merchants to list their products in ChatGPT's shopping experience. Unlike Google Shopping, it uses semantic AI ranking (no paid placements), supports 15-minute refresh cycles, and has unique fields like enable_search, popularity_score, and multi-format descriptions.
What does this checker analyze?
We validate your feed against the official OpenAI product feed specification, checking required fields, data quality, trust signals, media enrichment, and commerce readiness. You get a score out of 100 with actionable recommendations.
Will this submit my feed to ChatGPT?
No — this is a validation tool. You still need to submit your feed to OpenAI via their merchant onboarding process. We help you ensure your feed meets the spec before you push it.