StoreCheck Visibility · Guides
In short: AI answers carry two visibility layers: your brand being named in the answer text (mention) and your page being listed as a source (citation). They don't have to happen together — in a September 2026 study of 205 B2B queries, the most-named brand appeared 47 times while the fifth most-cited site was named only twice. Mentions are an entity/brand game; citations are won by pages that are reachable, machine-readable and carry original evidence.
| Yapısal veri (JSON-LD) | %24 |
| İlk HTML'de içerik (SSR) | %16 |
| AI arama botları robots.txt'de engelli | %6 |
| AI/arama botlarına edge engeli | %2 |
Method: 209 completed self-serve checks (anonymized — no domains). Rows show the share of sites where this check came back warn/fail. Data: 2026-09-23. Cite via the open research dataset →
The answer text and the source list are fed by two separate mechanisms. Being named depends on your strength in the model's entity graph — brand name, product name, frequency in independent sources. Being cited is a page-level decision: the engine's answer to "which URL do I show for this claim?" A brand can be named in every answer while no page of theirs is ever cited; conversely a quiet site's data page can be cited constantly while the brand name never appears.
Cleanlist's September 2026 study over 205 B2B buyer queries makes the gap concrete: 98.5% of queries produced an AI Overview but only 73 showed a source list. The most-named brand appeared in text 47 times; the fifth most-cited domain was named only twice. "We're mentioned" and "we're linked" are separate metrics.
One more caveat: citation studies appear to contradict each other — 38%, 54%, 90% rank-citation overlap figures are all correct, they measure different denominators (does an answer cite at least one top-10 page vs what share of individual citations come from top-10). Read the method before quoting any number.
Google documents the query fan-out mechanism: one question is split into many sub-queries behind the scenes, and the cited page often isn't in the top 10 for the parent query at all — the page that best answers the sub-question wins. Across 1M+ citations, format follows intent: informational questions cite articles, comparisons cite listicles, transactional queries cite product pages.
A controlled academic study (ACM Hypertext 2026) found structured HTML earns 2.6× more citations than the same content unstructured — headings, tables, schema and a clean page hierarchy make it easier for the machine to find a "quotable unit".
Citability is a page-level job: open bot access + JS-free readable content + JSON-LD + evidence nobody else has (your own data, your own tests, a stated sample and method). Being named is a brand-level job: consistent naming, presence in independent sources, appearing in comparison content. They need separate pages, separate metrics, separate owners.
No — different layers. Being named shows entity strength; not being cited suggests your pages lack quotable evidence or have a technical access issue. Run the technical check first.
A good base — traffic and authority flow to the page. To increase naming, use your brand name naturally and consistently on pages and show up in independent sources.
Different funnel stages: mentions drive awareness and shortlisting, citations drive verification and site visits. Instrument them separately — no single metric measures both.
This page is technical guidance; no ranking or AI citation guarantee is claimed.