What are the best AEO tools for ecommerce brands?

What the tool has to do

Ecommerce AEO has two halves: measuring which brands the engines recommend, and making your product pages machine-readable. These criteria cover the measuring half.

1. 1

   It queries the engines directly, on a schedule.

   Not web-listening for your name on other sites. The tool should send your customers' questions to ChatGPT, Claude, Gemini, and Perplexity itself and record what came back.

2. 2

   It shows the actual answer, not a score.

   You need the sentence where you were named, or the sentence where a competitor was named instead. A visibility index without the text underneath is not actionable.

3. 3

   It measures share of voice against named competitors.

   How often each engine names you versus each competitor, per prompt, over time. This is the number that tells you whether anything you changed worked.

4. 4

   It tells you what to do next.

   The gap between "you were not named" and "here is the page to write" is where most tools stop. Look for a recommendation tied to a specific prompt.

5. 5

   A solo operator can afford it and read it daily.

   Entry pricing under $60 a month, no seat minimums, and a feed you can get through with coffee rather than a dashboard you open quarterly.

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