What is AI visibility?

Jenn Starr

Jenn Starr, Co-founder, Selix

2 min read

In one sentence

AI visibility is how often your brand is named when shoppers ask AI assistants like ChatGPT, Gemini and Perplexity what to buy, which shows whether AI sends them to you or to competitors.

How AI visibility is measured

Start with a fixed list of the questions shoppers ask right before they buy. Each one is a shopper question. Ask each AI engine every question, then record what comes back:

  • Mention: is your brand named at all? See named, not named.
  • Position: are you named first, or last in a list of five?
  • Citation: does the answer link to your site? See AI citation.
  • Competitors: who gets named instead? Your share of voice is your mentions compared with theirs.

AI visibility vs. SEO rankings: what's different

SEO rankings
AI visibility
What you track
Your position for a keyword
Whether you're named in the answer
What shoppers see
A page of links
One written answer naming a few brands
How stable it is
Fairly steady day to day
Can change from one run to the next
Where you check
One search engine at a time
Each AI engine separately, since each answers differently

Why AI visibility matters for ecommerce brands

Shoppers now ask AI before they browse. If the answer to "best hiking boots for wide feet" names three brands and yours isn't one, the shopper meets your competitors first.

The questions that matter most are the ones that name no brand, an unbranded query. That is where new customers decide who to consider.

How to improve your AI visibility

  1. Track the same shopper questions across every engine, on a schedule.
  2. Find the gaps: questions where competitors are named and you aren't.
  3. Publish pages that answer those questions directly.
  4. Earn mentions on the sites AI reads: review roundups, comparison articles, forums.
  5. Keep your product data clean with product schema, a current product feed and open crawler access.
  6. Check again and compare with last time.

AI visibility FAQs

How do I check my brand's AI visibility?

Ask ChatGPT, Gemini, Perplexity and Google AI Overviews the shopper questions your shoppers ask, and note who gets named. Use the same questions every time. A tool that runs them on a schedule saves you doing it by hand.

Why does my AI visibility differ between ChatGPT and Gemini?

Each engine learns from different training data and searches the web differently when it answers. So the same question can name different brands on each one. Track them separately.

How long does it take to improve AI visibility?

It depends on the engine. Answers built from a live search can pick up a new page once it is crawled. Answers from training data only change when the model is updated.

Is AI visibility the same as brand awareness?

No. Brand awareness is what people know about you. AI visibility is what AI says when shoppers ask. A well-known brand can still go unnamed for the questions in its own category.

Jenn Starr

About the author

Jenn Starr, Co-founder, Selix

Jenn has spent 20+ years helping SaaS startups build their marketing and implementation playbooks. She has bootstrapped three marketing agencies and is a 500 Startups alum. At Selix, she leads the work of getting ecommerce brands named in AI answers.

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