XLR8 AI now tracks ChatGPT product cards
When shoppers ask ChatGPT for the best product in a category, it often answers with product cards, not just text. Until now, AI visibility tracking captured only the text of the answer. XLR8 AI's revamped e-commerce view now captures the cards too, so you can see which products shoppers are actually shown.
What's new
Product share: how often your products appear in cards across your tracked prompts.
Products shown: which of your products appeared, how many times, and in how many prompts.
Prompt-by-prompt view: the exact products shown for each query, including prompts where ChatGPT showed no products at all.
Competitors: which brands appear next to yours, plus the prompts where you are missing and the ones where competitors are.
Sellers and citations: whether a card sends shoppers to your own site or to a third-party reseller.
Shopping over time: the same data in Analytics, so you can watch movement week to week.
Why it matters
Being named in ChatGPT's text answer is not the same as appearing in its shopping cards, and the cards are where shoppers click to buy. A standard prompt-tracking solution reports the first and misses the second. This view separates them, so you can tell whether a visibility gap is a content problem, a product feed problem, or a reseller problem.
