Content AI Visibility

See which of your products and pages show up in AI answers, then open any one of them to see how it performs and what to fix.

This area is actively evolving, so the exact metrics and workflow may change. It's available on select plans.

The Content AI visibility tab looks at AI visibility at the page and product level: which of your pages and products show up in AI answers, and where improving one could help it get cited.

The other tabs answer "how is my brand doing?" This one answers "how is this product doing, and what do I do about it?"

The Content AI visibility tab.

Summary cards

Across the top:

Card	What it tells you
Products / Documents visible in AI answers	How many of your products (or pages) at least one AI engine has cited, out of the total.
Pages optimized	How many of your pages you've already worked through, out of the total.
Potential reach	How many prompts your content could appear in, and their combined search volume.

Page level content improvements

Below the cards, every product and page you have, with how each one is doing in AI answers.

A Products / Documents toggle switches between your product pages and your other content (help pages, guides, blog posts), and there's a search box. Products also get a Category rail down the left side, so you can work through one part of your catalog at a time, with a Top competitors list underneath showing the brands that come up most across your whole catalog.

Each row shows:

Column	Meaning
Product	The product's image, title and description, as AI engines see them.
Win rate	How often this product is the first product recommended in the answers it appears in.
Position	Its average place in the list of recommended products. Lower is better.
Competing brands	The brands recommended alongside it, as logos, with a count of any others.

A dash in all three columns means the product hasn't turned up in a tracked AI answer yet. Switch on Hide products not in AI answers to drop those rows and focus on what's already surfacing.

Click any row to open it.

Opening a product

A product opens on two tabs:

• Overview — how this product is performing in AI answers: its visibility trend, where it ranks against the rival products cited alongside it, which brands compete with it, and which searches it turns up in.

• Recommendations — the work: unanswered questions to turn into FAQs, new content to write, and off-site places worth getting mentioned.

  • Publishing FAQs to Shopify — send the generated FAQs straight to your Shopify product pages.

Pages and documents (rather than products) have no Overview tab — they open straight into the recommendations layout.