Citation is worth more than double the clicks

On a search result with an AI Overview, being cited inside that overview roughly doubles your click-through rate against ranking on the same page and not being cited. Seer Interactive's study across 53 brands, 5.47 million queries and 2.43 billion impressions from January 2025 to February 2026 puts it at around 2.1% cited against around 0.9% not cited.

For context, a result page with no AI Overview at all delivers around 3.3%.

So there are three states, not two, and the middle one is where most sites now live: present on the page, invisible in the answer, collecting less than a third of the clicks they used to.

The recovery nobody reported

The same study found that CTR with an AI Overview present bottomed at 1.3% in December 2025 and rose to 2.4% by February 2026. Users are adjusting. The initial shock of the format has worn off and people are clicking through again, at a lower rate than before but well above the trough.

Paid moved the other way over the same period, from 14.6% to 16.2%. Attention did not leave the page. It redistributed.

If your organic forecast was built on the December 2025 numbers, it is too pessimistic. If it was built on 2024 numbers, it is too optimistic. Rebuild it on the current split, and split it by whether you are cited.

Citation eligibility is a technical gate first

Google's May 2026 guide on generative AI features names the requirement directly: the page must be indexed and eligible to appear with a snippet. Suppress the snippet and you suppress AI eligibility.

Run this audit before anything else.

1. 1.Search your codebase and CMS for nosnippet, in both the robots meta tag and the data-nosnippet attribute.
2. 2.Check every max-snippet directive. A low character limit applied years ago for a legal or licensing reason is now cutting you out of AI features.
3. 3.Confirm the pages you care about are indexed, not just crawled. Coverage reports lie by omission.
4. 4.Check your robots.txt for blocks that were added defensively during the AI scraping panic of 2024 and never reviewed.

I have seen a site block itself from AI citation with a single directive applied to a template three years earlier for an unrelated reason. It is the cheapest possible win and it takes an afternoon.

Query fan-out is how citation is decided

Google's guide explicitly names retrieval-augmented generation, grounding, and query fan-out, which it describes as concurrent related queries.

The system does not retrieve an answer for the question asked. It generates several related questions, retrieves for each, and assembles. So the page that gets cited is not necessarily the page that ranks for the original query. It is the page that best answers one of the sub-questions.

That changes what a good page looks like. A page that covers one narrow question thoroughly, with the answer stated plainly near the top, is more citable than a sprawling guide that covers ten questions at moderate depth. The sprawling guide ranks. The narrow page gets quoted.

What to do with a page you want cited

Answer in the first hundred words. Not a preamble, not a definition of the topic, the actual answer. Retrieval favours passages that resolve the question without surrounding context.

Make the specifics extractable. Numbers, thresholds, dates, prices, dimensions, timeframes, named steps. A passage containing a concrete figure is far more useful to an assembling model than a passage containing a claim.

Write the sub-questions out as headings. If someone asks about the cost of a commercial fitout, the fan-out includes questions about cost per square metre, timeline, what is included, and who is liable for what. Cover those explicitly rather than implying them.

Say something only you can say. Retrieval assembles from many sources. The passage that survives is the one carrying information the others do not have: your own data, your own process, your own honest account of what goes wrong.

Keep it current with a real date. Grounding favours freshness on queries where freshness matters, and a page that says 2024 in the body will lose to one that says 2026, even if the content is identical.

Measuring it

You cannot see citation share in Search Console. What you can do is track it directly: take your fifty highest-value queries, check them monthly, and record whether an AI Overview appeared and whether you were in it. Fifty queries checked by hand takes an hour and gives you a number nobody else in your category has.

Then cross it against your Search Console CTR for the same queries. If your cited queries are running near 2% and your uncited ones near 1%, you have your own version of the Seer data, on your own brand, and a very clear list of which pages to fix first.

Ranking got you onto the page. Citation is what gets you the click.