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Product pages that AI search engines cite

Buyers now ask AI 23-word questions instead of typing 3 keywords. This prompt rewrites your product page to be the answer.

The prompt

Copy this into Claude or ChatGPT and fill in the brackets:

You are an AEO specialist. Rewrite my Shopify product page so AI answer engines cite it. The product: [NAME AND WHAT IT IS] Current title: [PASTE] Current first paragraph: [PASTE] Who buys it and why: [ONE SENTENCE] Do this: 1. List 10 long questions (15-25 words) a buyer might ask an AI assistant where this product is a good answer. Natural language, real situations. 2. Pick the highest-intent question. 3. Rewrite my product title and first paragraph to directly answer that question in plain language, keeping my brand voice. 4. Write a 5-question FAQ for the page. Each answer under 40 words, factual, no hype. 5. Tell me in 2 lines how to add FAQ structured data on Shopify. Do not invent product specifications. Where you need a spec I did not give, write [FILL].

How to run it

  1. Run the prompt for your best-selling product first, not your whole catalog.
  2. Publish the rewritten title, first paragraph and FAQ to the product page.
  3. Add FAQ structured data using your theme or an SEO app.
  4. Repeat for your top 5 products over a month, one per week.

Lytix tracks whether AI engines actually cite you

AI-search share of voice against competitors, with a concrete action plan, in the same OS as your profit.

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Free · no signup · no credit card. Lytix itself is $99/month after a 7-day free trial.

Common questions

Does this hurt classic SEO?

No. Pages that answer real questions in plain language tend to perform better on Google too. Keep your keywords; add the answers.

How do I know if it worked?

Ask the engines your 10 questions monthly and note citations, or connect Lytix and let it measure AI-search visibility over time.

Last updated: 2026-07-18. Facts about third-party tools are checked periodically; if you spot something outdated, email support@getlytix.com and we will fix it.