Frontlane dashboard · AI visibility
Is your store in the AI answer?
AI visibility
exampleQuestions asked this week
[n]
Answers that named your store
[n]
Top gap
Products missing a price in the catalog
Engines checked
ChatGPT · Gemini · Perplexity
Five checks, in the order an assistant makes them
Not a checklist we invented. This is the sequence an AI assistant walks when it meets a store it has never seen: reach it, read it, understand the catalog, time it, then look for it.
Your storefront
The same anonymous request an assistant makes — no browser, no cookies, no login. If it cannot reach you, nothing else matters.
What AI is allowed to read
Your own robots.txt, sitemap and llms.txt, fetched live and read the way a crawler reads them.
Your catalogue
The products an agent actually receives when it asks your store what you sell — and the ones it cannot price, picture or describe.
How fast it really loads
What your store takes to answer, plus whatever Google holds on your origin. An agent runs no browser, so your answer time is its whole load time.
Where you rank
AI answers lean on what already ranks in search, so search and AI are one problem rather than two. We run the questions your buyers ask.
From a free install to a focused fix list
01
Install the free plugin or app
The WooCommerce plugin or the Shopify pixel app connects your store to the Frontlane dashboard. No theme code.
02
We ask the questions your shoppers ask
ChatGPT, Gemini and Perplexity get the same natural questions a buyer in your category would type, and we record whether your products come up.
03
See what to fix
The AI visibility tab shows where you appear, where you do not, and the evidence for each line, next to your agent traffic and attributed orders.
No single score to inflate
A check we could not run is not a failure
Anything we could not measure is named as a gap and left out of the arithmetic. A store below Google’s reporting threshold has no field speed data; that is a statement about sample size, not about your store being slow.
Every line comes with the thing it was read from
Your own robots.txt, your own sitemap, the actual response headers, the answer an assistant actually gave. Nothing in the view is a drawing of a claim.
AI visibility: questions
What it checks, what it reads, and why there is no single number at the end.
A tab in the dashboard that shows whether ChatGPT, Gemini and Perplexity bring up your products when shoppers ask about your category, and what on your store is getting in the way.
For the dashboard, yes: it connects through the free Shopify pixel app or the free WooCommerce plugin. Both platforms get the same AI visibility view.
Public pages, the same ones an AI assistant fetches, plus the catalog the plugin or app syncs. No shopper personal data. We never sell your data.
Because one 0 to 100 would mean "you did the work" on one platform and "your platform did the work" on another, from identical arithmetic. The view separates what passed, what failed, and what we could not measure, and a check we could not run is never counted against you.
AI visibility shows where ChatGPT already mentions you without paying. If you want us to run ChatGPT Ads, those ads are paid to OpenAI directly from your own ad account, plus a flat Frontlane fee, never a share of spend.
Frontlane for ChatGPT Ads
Start with the free install.
Connect your store and the AI visibility tab fills in next to your agent traffic and attributed orders.