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Shoppers ask AI which product to buy before they open your store.

Ask for the best running shoe under $150 and AI answers with a short list of brands and a sentence on each. We find out whether yours is on that list, and what the sentence says.

A snapshot of what AI says about you today. No meeting required.

Illustration

What one answer looks like

"non-toxic candles that still smell strong"

Wickmoor Candle Co

  • Fernlight Home
  • Wickmoor Candle Co

Wickmoor Candle Co and Fernlight Home are fictional. Your report has your competitors and what AI actually said.

Real questions, in plain words.

Examples of how shoppers phrase it. Your report uses the questions that fit your business, written with you.

  • “best running shoes for flat feet under $150”
  • “which standing desk is actually worth the money”
  • “non-toxic candles that still smell strong”
  • “best coffee subscription for one person”
  • “quietest air purifier for a bedroom”

Same service, different questions and sources.

The question is about a product, not a company.

A shopper rarely asks AI who you are. They ask which blender survives daily use, which jacket is warm without being bulky, which brand to trust under a budget. Your brand gets named as the answer to a product question or not at all. So the report is built around product questions, by category and by price point, not around your brand name.

The answer looks like a shortlist.

Ask AI for the best anything and you get a few named options with a line of reasoning each, often with a price attached. Whether you make that list is half the game. What the line next to your name says is the other half. Being named with a wrong price or a product you discontinued is worse than being skipped, because the shopper now has a reason not to check.

Reviews and comparison articles do the talking.

The answer comes with sources: a review site, a marketplace listing, a comparison article, sometimes your own product page. Each one describes your product in someone else's words. The report lists the sources behind each answer to your shoppers' questions, so you see exactly whose description of you AI is repeating.

What your product pages say gets repeated.

AI can only describe what's written down. If your product page doesn't state the fit, the materials, or who the product is for, the answer uses someone else's description of you or leaves you out. The report quotes how AI describes each product we asked about, next to what your page actually says, and the work closes that gap.

Which AI assistants we focus on for ecommerce brands.

  • ChatGPT
  • Google AI Overviews
  • Google AI Mode

We choose which assistants to focus on for each client based on where their shoppers ask, and for ecommerce brands these are the ones we start with. The free report covers ChatGPT, Perplexity, and Google AI Overviews. Paid plans track the 3 assistants your buyers use, chosen with you: ChatGPT, Gemini, Microsoft Copilot, or Google's AI Overviews and AI Mode.

What a report for ecommerce brands looks like.

A full report for Wickmoor Candle Co, the way a client receives it. Read it on the page or download the PDF.

Cover of the sample AI visibility report for Wickmoor Candle Co
Sample report

Illustrative sample. Fictional brand and made-up data, showing what the free report looks like.

AI names Wickmoor more than any other candle brand. But only when shoppers ask about clean ingredients.

  • 167 of 664 AI answers name Wickmoor, the most of any brand tracked.
  • 0 of 184 answers name Wickmoor on scent, gift and seasonal questions.

Questions people ask

Yes. Shoppers ask AI which product to buy before they decide where to buy it, and marketplace listings are part of the written record AI reads. The report shows whether your brand is named at all, wherever the sale ends up.

It names someone. The report shows who, for the questions your shoppers ask, and what those brands have in writing that you don't. That's where the work starts.

Yes. The free report is the same for a two-product store and a catalog of thousands. The roadmap and the monthly service scale with the size of the question set.

Find out what AI says about you.

We run the questions buyers in your industry ask AI, analyze hundreds of answers from ChatGPT, Perplexity and Google AI Overviews, and show you who gets named, how you're described and which sources AI relies on. Paid plans track the 3 assistants your buyers use, chosen with you: ChatGPT, Gemini, Microsoft Copilot, or Google's AI Overviews and AI Mode. A written report, a snapshot of one date, not a trend. No meeting required. No obligation.

Get your free AI visibility report →

Delivered within 2 business days. A snapshot of what AI says about you today. No meeting required.