A search engine sends someone to your page. An answer engine reads your page and answers without sending anyone anywhere. Those are different outcomes, they want different things from the same words, and most content is still written as though only the first one exists.
I built the inbound engine at Elya off 60+ long-form pieces engineered for AEO, GEO and search, instrumented in GA4, Search Console and Hotjar. The thing that took longest to accept is that these are three jobs and not one, and that a page can do the first well and the other two not at all.
The three jobs, and what each one rewards
- Search wants the best destination for a query. Depth, structure, internal links, freshness, and enough surrounding context that clicking through feels worth the click.
- AEO, answer engine optimisation, wants a passage that survives being lifted out. Self-contained, attributable, specific enough that quoting it is safer for the engine than paraphrasing it.
- GEO, generative engine optimisation, wants your entity to be the one associated with the topic across many sources, not just on your own site. It is the closest thing here to old-fashioned reputation.
The second is the constraint that changes how you write, because it is the harshest. A paragraph that only makes sense after the three above it is useless to a model assembling an answer. It will either be dropped or quoted in a way you would not recognise.
Write in units that can be lifted
In practice this means each paragraph carries a claim and the evidence for that claim in the same block. Not a narrative that builds to its point five screens later. Journalism has a name for the opposite habit, burying the lede, and answer engines punish it harder than readers ever did, because a reader will skim ahead and a model will simply take a different page.
A test I use: cut any single paragraph out, paste it somewhere with no context, and read it. If it still states something true and complete, it can be cited. If it starts with "This means that" or "The other problem is", it cannot. That is not a style preference, it is the difference between being a source and being a page that ranked.
If a paragraph cannot survive being pulled out of the page, it cannot be cited. It can only be ranked.
Be the source, not the summary
The pieces that get cited carry something a model cannot generate for itself. A number you measured. A decision you made and what it cost. A failure with its cause attached. Generic explanation is precisely what these systems are best at producing, so writing more of it means competing with the machine at the thing the machine is for.
This is why first-hand work is the whole asset, and it is also why most content programmes stall. A team that writes by reading the top ten results and synthesising them is producing, by construction, a summary of what already exists. There is no reason for anything to cite it, because everything in it is already available in the ten pages it came from.
I can write about the cost of running a free reasoning tier because I have paid that bill on BiroClick, and about holding a child's face across twelve generations because I have shipped it on Hero of You and watched it miss. Neither of those is reachable by someone assembling a post from search results. That inaccessibility is the entire reason a model has a reason to reach for it.
Structure that machines can actually parse
- One question per heading, phrased the way a person would ask it. Headings are the index a model reads first.
- Answer directly under the heading, in the first sentence. Do not warm up.
- Mark up what you are. A post should carry BlogPosting schema with an author, a date and a canonical URL, so the thing being cited has an identity attached to it. This site does that, which is the least I can do while arguing for it.
- Serve real HTML. A client-rendered page hands an empty body to anything that does not run JavaScript, and that includes a great many crawlers and most answer engines.
That last one is not theoretical. This site shipped as a client-rendered app and served a 1,186-byte empty body to everything that did not execute JavaScript. No heading, no description, no schema. It is the cheapest possible failure, it is invisible in a browser, and I shipped it myself on a site whose whole argument is that its owner does this professionally. Check it before anything else on this list.
What you can honestly measure
Search Console tells you about impressions and clicks, which is the search half and the only half with clean attribution. It does not tell you that an answer engine used your paragraph and credited someone else, or credited nobody.
So the honest position is that measurement here is partial. You watch the queries you surface for, you watch whether branded search and direct traffic move in the weeks after a piece lands, and you accept that some of the return is real and unmeasured. Anyone selling you precise AEO attribution is selling you a number they made up. Treat the citation itself as the unit: go and ask the engines your own questions, and see whose language comes back.
Where I would start
If I had one week: confirm the pages render without JavaScript, add schema, then take the three pieces that already rank and rewrite them into extractable units without touching the arguments. That is usually more valuable than another ten posts, because the pages already have standing and the only thing stopping them being quoted is that their good sentences are structurally unquotable.
The long game is duller and it is the one that works. Publish the things only you can say, from work you actually did, and say them plainly enough that a machine can lift a sentence without breaking it. That is the whole method. Everything else is formatting.