Answer engine optimisation is the practice of getting your page cited inside an AI-generated answer rather than ranked below it. AEO for crypto has already overtaken ranking as the thing that decides whether a page earns clicks. When Bing or Copilot answers a query directly, the citation panel takes the traffic and the organic result below it collects very little, regardless of its position.
We measured this on our own pages. Two guides on comparable positions differed by a factor of four in click-through rate, and pages cited inside the AI answer earned roughly three times the click-through rate of pages that were not. Position explained almost none of the gap. Citation explained nearly all of it.
Why does AEO for crypto matter more than elsewhere?
Because crypto queries are disproportionately definitional and comparative, and those are exactly the queries answer engines take over first. “What is X”, “how do you do Y”, “which platform is better” all resolve into a generated summary. A crypto project competing on those terms is competing for a citation slot, not for position three.
The second reason is that crypto information decays fast, so answer engines lean on sources that carry recent, specific, attributable claims. A page written in general terms has nothing for the model to quote, and a page whose numbers are two years old gets passed over for one whose numbers are current.
What gets a page cited?
Sentences that carry a specific, attributable fact. Watching which competitors get cited on queries where we do not, the pattern is consistent: the quoted lines contain a number, a date, a named entity or a measured outcome, and they are written so the sentence stands alone without the paragraph around it.
| Gets cited | Rarely cited |
|---|---|
| A named figure with a period attached | A general claim with no number |
| A first-hand measurement the author can stand behind | A restatement of what other articles say |
| A comparison with the values shown | A comparison described in adjectives |
| A dated fact that is currently true | A statistic without a source or a year |
| A self-contained sentence | A claim that only makes sense in context |
How do you write for citation?
- Lead with the answer, not the setup. The first sentence should answer the query outright, because that is the part an engine lifts.
- Put a number in the opening of every major section. A section that opens with a generality gives the model nothing to quote.
- Date every figure. An undated number is unusable to an engine deciding what is current, and it rots silently on your own site.
- Publish something only you know. First-party measurement is the one category of fact that cannot be sourced from a competitor.
- Write self-contained sentences. If a claim needs the previous two sentences to make sense, it will not survive extraction.
- Do not pad with transitions. Filler between claims lowers the density of quotable material without adding meaning.
How do you measure whether AEO for crypto is working?
Not with rank tracking, which will tell you the page is doing fine while it earns nothing. The signals that matter are whether your domain appears in the citation panel for your target queries, whether click-through rate moves independently of position, and whether the gap between impressions and clicks widens on queries that have started producing AI answers.
The practical method is manual and cheap: run your twenty most valuable queries, screenshot the result, and record whether an AI answer appeared and who it cited. Repeat monthly. Automated tools read the underlying markup and frequently miss the answer block entirely, so the screenshot is the reliable record.
Keep the inputs fixed: the same queries, the same engines and a written rule for what counts as a citation, or month-to-month changes are just noise. It is the same discipline behind AI search optimization for multi-location brands, where every address gets its own measured check across six engines.
Does traditional SEO still matter?
Yes, because a page that does not rank will not be cited either. Answer engines draw their citations largely from pages that already rank on the query, so ranking has become the entry requirement rather than the objective. The work has not been replaced, it has been extended: rank first, then make the page worth quoting.
If citation rather than ranking is the gap: how we scope search work.
Where AEO for crypto goes wrong
The usual failure is not the writing. It is that nobody reads the answers, so the page keeps being tuned against a ranking report that no longer explains the clicks. The second failure is fixing the wrong layer: rewriting a page that was never fully crawlable, or adding structure to a page containing nothing anyone would quote.
Deciding which queries to work
Work the queries that already produce an answer panel and that a buyer would type. Definitional and comparative queries are the ones answer engines take over first, so a list built from them is a list where citation is the available prize. Queries that still return ten blue links are ordinary search work and belong in a different plan.
Keep the list short enough to check by hand every month and stable enough to compare across months. A list that grows each time it is reviewed produces a record nobody can read, and the value of the exercise is in the comparison rather than in the coverage.
Checking that the page can be read
Before rewriting anything, confirm the page is reachable. Check that robots.txt does not block the crawlers whose answers you want to appear in, that the text is present in the raw HTML rather than assembled after load, that a crawler receives the same content a browser does, and that nothing you want quoted sits behind a click. A page rendered entirely in the browser gives an extraction step very little to work with.
Then check the page states what it is. An accurate publication date and modification date, an author with a reason to be trusted on the subject, a note on where the figures came from, and headings that repeat the question a reader would type. None of this substitutes for a quotable claim, but a page missing all of it is competing on content alone against pages that are not.
Fixing the opening of every section
Take the sections that matter and read only their first sentences. Where a first sentence sets up a topic instead of answering it, rewrite it so it answers, then move the setup underneath or delete it. This single edit changes the most, because the opening sentence is the part that gets lifted, and it is also the cheapest change to make across an existing site.
Then attach a number or a named entity to each of those openings, using figures you already hold rather than ones you go looking for. First-party measurement is the category that cannot be sourced elsewhere, and a page reporting what you measured yourself competes on something a competitor cannot copy the same week.
Check each rewritten sentence in isolation. Read it with the paragraph above hidden, and if it stops making sense, it will not survive extraction either. Pronouns pointing backwards are the usual cause, and replacing them with the actual subject costs a few words and makes the sentence portable.
Resist the temptation to do this everywhere at once. Work through the pages that already rank on queries producing AI answers, since those are the ones where a citation is reachable, and leave the pages that rank nowhere until the ranking work is done. Citation follows ranking rather than replacing it.
Writing for the reader, not the parser
Stuffing a page with question headings and one-line answers produces a page nobody finishes reading and that engines still pass over, because the answers underneath carry nothing specific. The heading format is not what earns the citation; the sentence beneath it is, and a question heading above a general statement wastes the slot.
The same applies to comparison blocks. A comparison is quotable when the values are shown and attributable when they are dated, and it is ignored when it consists of adjectives arranged in columns. If you cannot put a figure in a row, the row is an opinion and belongs in the prose where it can be argued for.
How do you keep a page current?
Answer engines prefer sources whose claims are current, and crypto figures decay within months. A page cited in one quarter and ignored in the next is usually a page whose numbers stopped being true, not one that was outranked by a better competitor.
Running the monthly citation log
Fix the inputs before the first run: the same query list, the same engines, the same written definition of what counts as a citation, and one person running it. Record for each query whether an AI answer appeared, which domains it cited, whether yours was among them, and what the quoted sentence said, then keep the screenshot with the date in the filename so the record survives the person.
Read the log for patterns rather than for a score. Queries where a competitor is cited every month are the ones worth working on, and the useful next step is reading the exact passage that was quoted from them. The gap is almost always specificity: a figure with a period attached against a general statement that could have been written anywhere.
Watch the relationship between impressions and clicks on queries that have started producing answers. Where impressions hold and clicks fall, the answer took the traffic and the page needs quotable material rather than a higher position. A rank tracker will report that nothing happened, which is why the manual log exists.
Updating without breaking the page
Update figures on a schedule rather than when somebody notices. Every number on the page should carry the period it refers to, and the review consists of checking whether that period is still the most recent one you have. Numbers without a date are the ones that rot silently, because nothing on the page reveals to a reader that they are old.
Change the claims, not the structure. A rewrite that renames every heading and changes the URL trades whatever ranking the page had for an uncertain gain, and ranking is the entry requirement for citation. Keep the headings, keep the URL, replace the sentences that are no longer true, and update the modification date honestly rather than on every deploy.
When a page is cited with an outdated figure, correct the page and wait rather than escalating. Re-crawling and regeneration take time, and an engine keeps serving what it holds until it fetches again. Meanwhile, make sure the current figure appears on the first screen of the page, so the next fetch has nowhere else to land.
Some pages get cited without a link, or cited for a claim made in passing. Both are worth reading as a signal about what the page is actually useful for. A passing sentence that keeps being quoted deserves a section of its own, and a mention without a link still moves searches for the project name, which the log will show before analytics does.
When a page ranks and is never cited
A page that ranks on the query and still never appears in the panel is usually competing against a source with first-hand numbers. Read what the cited page says on the same point, then decide whether you can measure something equivalent rather than rephrase what they published. Where you cannot, the honest answer is that the query belongs to someone else and the list should move on.
Check for competing pages of your own as well. Two pages on the same question split whatever authority the site has on it, and the one that ranks is often not the one that was written to be quoted. Merging them into a single page, keeping the stronger URL, resolves more citation problems than another round of rewriting does.
Give the log an owner and a date in the calendar. The work fails quietly when it depends on somebody remembering, and a month missed removes the comparison that made the previous months useful. One person, the same day each month, the same queries, and a written note of what changed since the last run.
Keep a short changelog at the level of the site rather than the page. Which pages were updated, which figures were replaced, who made the change, and what the citation log showed in the month after: that record is what turns the exercise into something a second person can run, and it is the only way to tell an update that worked from one that coincided with a change in the answers.
Frequently Asked Questions
What is AEO?
Answer engine optimisation is the practice of getting a page cited inside an AI-generated answer rather than merely ranked beneath it. In crypto search it now explains more of the variation in clicks than ranking position does.
Is AEO different from SEO?
It extends SEO rather than replacing it. Answer engines mostly cite pages that already rank, so ranking remains the entry requirement. The additional work is making the page quotable: specific, dated, self-contained claims.
Why did my traffic fall while my rankings stayed the same?
Most likely an AI answer now occupies the first screen on your queries and cites someone else. Position is measured against organic results, which sit below that answer, so the ranking report looks unchanged while the clicks go elsewhere.
How do I know if my page is being cited?
Run your key queries manually and record whether an AI answer appears and which domains it cites. Automated rank tools frequently miss the answer block, so a monthly screenshot log is more reliable than a dashboard.
If you would rather have this run for you, see our SEO and AI search service.