AEO strategy: a practical guide

Treat it as a program, not a page

The single biggest mistake is treating AEO like a launch. You do one big content push, you check the traffic in three weeks, and when the number is flat you quietly move on. That approach never had a chance, because getting named by a model is a slow, compounding thing, not an event. This is answer engine optimization run as an operation. Some people file the same work under generative engine optimization instead. Different label, same program.

The loop

A working program has a handful of moving parts. You run them in order, then start over:

• Audit what the models say about you now.
• Fix the technical floor so they can read you.
• Build content around the questions your buyers ask.
• Earn presence on the third-party sites models trust.
• Keep your entity consistent everywhere you appear.
• Measure share of voice, then go back to the gaps.

Start by finding out where you actually stand

Before you write a word or touch a template, learn what the models already say about you. Open ChatGPT, Gemini, Claude and Perplexity and ask them the questions your buyers ask. “Best [category] for [use case].” “Alternatives to [the competitor you keep losing to].” “Cheapest option for a team of five.” Watch who gets named. Run each prompt a few times, because the answers wobble between attempts, and read the pattern instead of the one-off.

You’re looking for two things: where you’re absent, and who’s there instead. That gap list is your backlog. Doing this by hand across four engines gets old, and eyeballing it once tells you nothing about the trend, so a free AI visibility audit does the first pass for you and gives you a baseline to measure against later.

Fix the floor so engines can read you

None of the content work pays off if the engines can’t read your site. This is the unglamorous part. Pages have to be crawlable, they have to load fast, and the structure has to be clean enough that a model can lift a clear answer without wading through markup. Your best page might be a slow, script-heavy thing that hides its answer behind three clicks. It won’t get pulled into an answer no matter how good the writing is. Get the floor right first. It’s cheap, and everything else depends on it.

Build content around the questions buyers actually ask

This is the part most teams think of as AEO. The move is to stop shipping scattered posts and start covering a topic properly. Take the questions your buyers ask on either side of a purchase and answer them thoroughly enough that there’s little left to ask. Depth is what earns topical authority: once your site covers a topic more completely than anyone else, models start treating it as the place to pull from. A content system run this way is a content engine that keeps producing those answers, instead of a blog that posts when someone remembers to.

Get named on sites you don't own

A lot of the citations you want don’t live on your site at all. Models pull from G2 and Capterra reviews, from Reddit and niche community threads, from press and roundups written by people who aren’t you. You can publish the perfect page and still lose the recommendation to a comparison post you never wrote.

Keep your entity consistent

Models want to be sure what you are. If your homepage calls you one thing, your G2 profile another, and an old press release a third, the model hedges, and a hedged model reaches for a competitor whose story lines up. Pin down the basics. What you do, who you’re for, the category you sit in. Then say it the same way everywhere it appears. This one is boring and it matters more than people expect.

Measure share of voice, then work the gaps

Once the machine is running, measure it against the people you compete with. The number that matters is share of voice: across the prompts your buyers use, how often does a model name you versus the two or three brands winning those answers now. One reading tells you where you stand. A trend tells you whether the program is working.

When the number stalls on a set of prompts, that’s your next backlog. Go back to the top of the loop and work out why those specific answers skip you: missing content, thin third-party presence, a technical gap, or a story that doesn’t line up. Fix the cause, then measure again. The loop is the strategy.

Who owns what

A program with no owners is a wish. Three roles hold the pieces:

• Content owns the answers: the questions, the coverage, the pages buyers and models both read.
• PR and community own the sites you don’t control: reviews, community threads, and the coverage that turns into citations.
• Web and technical own the floor: crawlability, speed, clean structure, and the entity details staying consistent across every profile.

On a small team one person may hold all three. That works, as long as each piece has a name against it and someone is accountable for moving it forward.

It compounds, slowly

Set expectations honestly, with yourself and with whoever funds this. AEO compounds, and compounding is slow at the start. You’ll put in a month and see almost nothing, then the same work keeps paying out long after you did it. A campaign spikes early and fades; this does the opposite. The teams that win here are the ones who keep running the loop after it stops being interesting. Build it to keep running. That’s where the compounding comes from.