Most advice on optimizing content for AI search is either vague or magical. Here is the unmagical version: five concrete changes to how you write and structure a page that change whether a model can parse you, trust you, and quote you.
1. Lead every section with the answer
State the conclusion in the first sentence under a heading, then support it. Models extract the claim and its evidence together, and they prefer a source that already did the structuring. Burying your point three paragraphs in means a model has to work to find it, and it would rather quote a page that put the answer in plain sight.
2. Use the real question as the heading
Write the heading as the exact question your buyer asks, then answer it in one or two sentences. Answer engines extract question-answer pairs. If your structure mirrors how people ask, you are handing the machine a clean unit to lift.
3. Add the information only you have
Original data, first-hand testing, and named methodology get pulled into answers because they reduce the model's uncertainty. Restated consensus does not, because it adds nothing the model did not already have. If your page could have been written from the first page of results, it will not be the source. This is the heart of generative engine optimization.
4. Be consistent with the rest of the web
A model checks your claims against everything else it has read. When your facts line up across your site, your profiles, and third-party mentions, you read as reliable. When they conflict, you read as risky, and the model routes around you. Consistency is unglamorous and it decides more citations than any clever tactic.
5. Make the page trivial to read
Facts trapped in images or scripts are facts a model might miss. Clean structure, schema, and a markdown version of the page make extraction effortless. We serve a markdown twin of every page on this site for exactly that reason.
None of this is a hack, and that is the point. Hacks do not survive a model that checks your work. Do these five things and you will be the source that is easy to read, easy to trust, and easy to quote. For the full audit, grab the AEO / GEO checklist.