Most B2B brands rank for thousands of keywords in Google, but appear in only about 3% of AI-generated answers, according to Walker Sands’ B2B AI Search Visibility Benchmark of 828 enterprise companies. (Disclosure: I’m the director of SEO and GEO at Walker Sands.)
The benchmark analyzed more than 45 million search queries in March across 828 enterprise B2B companies spanning 14 industries. It evaluated domains across four metrics:
- Keyword coverage: The number of keywords for which a company ranks in Google.
- Keywords with AI Overviews: The number of ranking keywords that trigger AI Overviews.
- AI Overview incidence: The percentage of ranking keywords that display AI-generated responses.
- Citation inclusion rate: How often a company’s domain is cited within those AI-generated answers.
Together, these metrics establish a baseline for how often AI Overviews appear and how often B2B brands are cited within them.
A baseline for B2B AI search visibility
The benchmark reveals a significant gap between ranking visibility and AI citation visibility.
- AI Overviews appear in 50% of search results where enterprise B2B brands rank.
- The median enterprise B2B brand is cited in just 3% of relevant AI Overviews.
- 4.6% of enterprise B2B companies aren’t cited in AI Overviews for any of their relevant keywords.
The typical enterprise B2B company ranks organically for about 9,700 search queries, and AI Overviews appear in nearly half of them. Yet across those opportunities, the median brand is cited in just 3% of AI Overviews.
In other words, B2B brands are present in the search results AI Overviews summarize, but they’re largely invisible within the summaries themselves.
While 4.6% represents a small portion of the market, it highlights a critical visibility gap. These companies may still rank well in traditional search results, but some brands are effectively absent from AI Overviews, which have become an influential part of the buyer journey.
In many cases, a lack of citations signals larger issues, such as:
- Limited topical authority.
- Unstructured or inaccessible content.
- A lack of content that directly answers buyers’ questions.
Addressing these gaps is crucial for visibility in AI-driven search experiences.
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The narrowing funnel from ranking to citation
The benchmark frames AI search performance as four sequential layers, and the value lost at each step tells the real story.
It starts with keyword coverage, or the number of keywords for which a brand ranks in Google’s top 100 organic results. Here, the leaders look healthy. The median company ranks for about 9,700 keywords, while top-quartile brands rank…
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