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Ranking in AI answers: what actually moves the needle

AI-generated summaries now sit above organic results for a growing share of queries. What we have learned about being cited in them.

Ananya Bose10 min read

The share of searches that end without a click keeps rising. For informational queries in several of our clients' categories, it is now the majority. This is not a reason to abandon search — it is a reason to change what you optimise for.

Across the accounts we manage, the pages cited most often in AI answers share a few unglamorous traits.

They answer the question in the first hundred words, in plain declarative sentences, before the context and the caveats. Models extract claims; buried claims do not get extracted.

They contain specific, attributable facts — numbers, dates, named methods — rather than general advice. A page that says "most B2B sites convert between 1.8% and 3.2%" gets cited. A page that says "conversion rates vary" does not.

They are structurally clean: real headings that describe content, tables for comparisons, and schema markup that confirms what the page is about.

And they come from domains with corroborating signals elsewhere — the same entity, saying consistent things, across sources the model already trusts. Digital PR turns out to matter more here than it did for traditional rankings, not less.

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