How to optimize content for AI search: a manual checklist

AI engines answer the question directly and cite a handful of sources. Getting into those sources takes the same raw work every time: know the questions, see who gets cited, fix your pages, and earn mentions elsewhere. Here is how to do it by hand.

The AI search optimization checklist

1. 1. List the questions your buyers ask AI

   Write 20 to 50 prompts a real buyer would type, such as "best payroll software for a 30-person startup" or "is X legit". Use sales calls, support tickets, and your site search for wording. Group them by stage: learning, comparing, and choosing.

2. 2. Check today's answers by hand

   Run each prompt in ChatGPT, Perplexity, Gemini, and Google's AI Mode. Note whether your brand is named, which competitors are named, and which URLs are cited. Use a logged-out or fresh session, and expect answers to vary.

3. 3. Find the pages the engines cite

   Open the cited URLs. They are often comparison pages, review sites, forums, and documentation. That list tells you which of your pages need work and which third-party sites you need to appear on.

4. 4. Make each page easy to quote

   Answer the question in the first two sentences. Use descriptive headings, short paragraphs, tables for comparisons, and an FAQ block for follow-up questions. Show a clear updated date and a named author.

5. 5. Back every claim

   State prices, numbers, and dates precisely and link to the source. Pages with specific, checkable facts are safer to cite than vague ones, and outdated facts are a common reason a page stops being used.

6. 6. Add structured data

   Mark up FAQs, products, reviews, and articles with schema.org JSON-LD so machines can read the page's structure. Keep it accurate; markup that doesn't match the page can hurt.

7. 7. Earn mentions on sites the engines trust

   Get listed on the review platforms, directories, and comparison pages that showed up in step 3, and take part in community discussions where your buyers ask questions. Ask happy customers to review you.

8. 8. Refresh and re-measure monthly

   Re-run your prompts, update pages that slipped, and keep a log of what changed so you can tie changes to results.

When the manual approach stops scaling

The checklist is manageable for ten pages and a few dozen prompts. Past that, steps 4, 5, and 8 become a content operations job. That is the job AirOps is built for: workflows that audit pages, refresh them with your brand rules and sources, and publish to your CMS after a human approves them.

“I learned how to build a workflow to update glossary pages for my company's website. Using grids automates updates for 100s of pages.”Ari M., Content Marketing Director, G2

The trade-off is setup time. Reviewers consistently say it takes weeks to get workflows running well, and AirOps doesn't publish its prices. Read our AirOps reviews or compare it with other AEO tools first.