Add your flat file
Drop a CSV or TSV feed, or paste the source. The parser handles quoted commas, tabs, semicolons, line breaks, and UTF-8 BOMs.
Free ecommerce utility
ChatGPT Product Feed Validator
Check a CSV or TSV against OpenAI’s stable product-feed schema before you upload it. Find blocking errors, normalize common merchant-feed headers, and export a precise fix list—without sending product data to a server.
No signupRuns in your browserUp to 10,000 products
Product feed workspace
Stable OpenAI file-upload schema · client-side validation
or paste CSV
What this checks
13 required feed fields
Prices and ISO currency
Eligibility dependencies
URLs and product images
Availability and dates
Variants and deprecated fields
URL format is checked locally. HTTP status, image MIME type, and merchant approval still require OpenAI's live ingestion.
Private by design
Your inputs are processed in this browser and are not uploaded to Georion.
Simple workflow
From raw input to an actionable answer
Run schema checks
The validator checks required fields, enum values, formats, cross-field dependencies, variants, and common Merchant Center aliases.
Export the fixes
Filter errors and warnings, download the complete issue list, then export a normalized feed with canonical OpenAI column names.
Built for useful decisions
Everything you need. No API bill.
The analysis runs with deterministic rules in your browser, so the tool stays fast, free, and transparent.
Stable schema coverage
Covers the required non-Ads fields in OpenAI’s supported flat-file upload schema.
Dependency validation
Catches checkout, pre-order, dimensions, weight, unit-pricing, and variant relationships.
Merchant feed mapping
Normalizes familiar aliases such as id, link, image_link, and item_group_id.
Actionable CSV exports
Every issue includes its row, item ID, field, explanation, and recommended correction.
What is a ChatGPT product feed?
A ChatGPT product feed is a structured catalog that lets OpenAI index product identifiers, descriptions, price, availability, merchant information, and eligibility flags. A valid feed helps the platform represent current product data accurately.
OpenAI’s stable file-upload schema requires more than the usual title, link, and image fields. Search and checkout eligibility, seller information, return policy, currency formatting, and availability all have explicit rules. This checker focuses on those documented requirements.
What the validator can—and cannot—verify
The tool validates the contents and relationships visible in your flat file. It can catch missing columns, duplicate IDs, invalid enums, malformed URLs, incorrect price syntax, and conditional fields before submission.
A browser-only checker cannot confirm that a URL returns HTTP 200, inspect a remote image’s MIME type, test account eligibility, or guarantee ingestion. Treat a clean result as a strong preflight check, then use OpenAI’s upload workflow as the final authority.
FAQ
Questions people ask before using it
Is this an official OpenAI product feed validator?
No. It is an independent Georion preflight tool based on OpenAI’s public stable file-upload schema. OpenAI’s live ingestion remains the final validation step.
Does Georion upload or store my product feed?
No. Parsing, validation, filtering, and CSV generation happen in your browser. The tool does not send the feed to Georion or a paid AI API.
Which fields are required?
For the documented non-Ads feed, the checker expects eligibility flags, item_id, title, description, URL, brand, image URL, price, availability, seller name and URL, and return policy. Checkout-enabled rows also require seller privacy and terms URLs.
Can I validate a Google Merchant Center feed?
You can use a CSV export as a starting point. The tool maps several common headers, but OpenAI has additional required fields, so expect to add eligibility, seller, and policy data.
Does a score of 100 guarantee approval?
No. It means the file passed the local rules implemented here. Remote availability, image formats, merchant status, policy review, and future schema changes can still affect ingestion.
Turn the result into AI visibility
Use Georion to track where your brand appears, understand citation gaps, and prioritize the work that moves visibility.
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