Standardize
Clean the core product attributes
Use descriptive titles, truthful identifiers, readable descriptions, canonical URLs, prices and availability that agree with the storefront.
AI product discovery guide
Prepare your WooCommerce or PrestaShop catalogue for AI discovery with clear identifiers, current prices, accurate stock and a stable machine-readable feed.
Audits up to 10,000 products. No account or credit card required.
Store catalogue
Structured XML
One maintained source
Feedlinter output
A separately published catalogue endpoint for AI-channel workflows
What AI shopping systems need
Recommendation systems need to understand what a product is, whether it is available, what it costs and where a customer can buy it. Platform exports often contain the ingredients, but inconsistent identifiers, noisy descriptions and stale stock make the catalogue less dependable.
There is not one universal “ChatGPT ads XML schema” that every merchant can upload today. Treat suspicious templates promising guaranteed placement carefully. The practical preparation is a clean, structured and refreshable catalogue that can be adapted as channel requirements mature.
Omnichannel can publish a parallel ChatGPT channel artifact from the processed catalogue. The current output uses the same clean XML foundation as the GMC channel; it is not a proprietary OpenAI schema or a guarantee of inclusion.
Standardize
Use descriptive titles, truthful identifiers, readable descriptions, canonical URLs, prices and availability that agree with the storefront.
Publish
Keep an independently addressable catalogue artifact for AI discovery integrations without changing the WooCommerce or PrestaShop exporter.
Maintain
Update the published catalogue throughout the day so downstream systems do not rely on obsolete price or stock information.
Better product data means fewer disapprovals, steadier campaigns and more room to scale.
Pricing
Pay for processed products across your account. Every plan includes unlimited domains.
The prices below include each plan’s base SKU allowance. Additional SKUs are sold in packs of 1,000.
$9.99/ month
1,000 SKU total · included
$29.99/ month
10,000 SKU total · included
$59.99/ month
30,000 SKU total · included
1 SKU = 1 processed product record in a feed. The same product in two feeds counts twice. When you exceed your allowance, we email you and allow 24 hours to correct it before adding SKU packs to your invoice.
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Frequently asked questions
Everything you need to know before running your first product feed audit.
Still have a question? Talk to us
There is no single universal merchant XML format that guarantees inclusion across all ChatGPT product discovery experiences. Requirements can differ by integration and region.
No. Feedlinter prepares and publishes structured catalogue data; discovery and inclusion decisions belong to the destination platform.
It is published as a separate channel artifact. The current transformation uses the same clean XML foundation rather than a proprietary OpenAI-specific schema.