What “AI visibility” should mean
The phrase is easy to overpromise. A product can be perfectly structured and still not appear in a particular assistant response; the system may not crawl it, may apply another eligibility rule or may choose a different source. No website checker has authority over that decision.
The honest question is narrower and more actionable: if a compatible agent reaches the store, can it discover the catalog surface, search it efficiently, verify an offer and hand the shopper back to the merchant checkout? That is an engineering question a merchant can improve.
A practical first-pass check
These are not abstract SEO checks. They expose real catalog weaknesses: missing images, ambiguous titles, absent prices, stale exports and endpoints that cannot be discovered. Fixing them helps any client that needs to reason over the store's products.
Use the Ready check as a starting point
KaliCart Ready is designed as a first-pass assessment of the public agent-readiness signals of a WooCommerce store. Treat its result as a diagnostic, not certification and not a ranking prediction. The most valuable outcome is a concrete list of what the merchant can make clearer in their own catalog and infrastructure.
What comes after the check
Once the basic surface is present, inspect the records that agents will consume: product identity, description, brand, primary image, prices, stock state, variants and canonical purchase URL. Then preserve freshness. A visibility signal is not useful if the offer behind it is wrong by the time an agent reads it.
Try the WooCommerce AI visibility check, then read Can ChatGPT read your WooCommerce store? for the distinction between technical reachability and actual platform inclusion.