B2B brands rank in Google but appear in just 3% of AI Overviews

Most B2B manufacturers rank for 1000’s of key phrases in Google, however seem in solely about 3% of AI-generated solutions, based on Walker Sands’ B2B AI Search Visibility Benchmark of 828 enterprise firms. (Disclosure: I’m the director of website positioning and GEO at Walker Sands.)

The benchmark analyzed greater than 45 million search queries in March throughout 828 enterprise B2B firms spanning 14 industries. It evaluated domains throughout 4 metrics:

• Key phrase protection: The variety of key phrases for which an organization ranks in Google.
• Key phrases with AI Overviews: The variety of rating key phrases that set off AI Overviews.
• AI Overview incidence: The proportion of rating key phrases that show AI-generated responses.
• Quotation inclusion charge: How usually an organization’s area is cited inside these AI-generated solutions.

Collectively, these metrics set up a baseline for the way usually AI Overviews seem and the way usually B2B manufacturers are cited inside them.

A baseline for B2B AI search visibility

The benchmark reveals a major hole between rating visibility and AI quotation visibility.

• AI Overviews seem in 50% of search outcomes the place enterprise B2B manufacturers rank.
• The median enterprise B2B model is cited in simply 3% of related AI Overviews.
• 4.6% of enterprise B2B firms aren’t cited in AI Overviews for any of their related key phrases.

The standard enterprise B2B firm ranks organically for about 9,700 search queries, and AI Overviews seem in practically half of them. But throughout these alternatives, the median model is cited in simply 3% of AI Overviews.

In different phrases, B2B manufacturers are current within the search outcomes AI Overviews summarize, however they’re largely invisible inside the summaries themselves.

Whereas 4.6% represents a small portion of the market, it highlights a essential visibility hole. These firms should still rank effectively in conventional search outcomes, however some manufacturers are successfully absent from AI Overviews, which have turn out to be an influential a part of the customer journey.

In lots of circumstances, a scarcity of citations indicators bigger points, corresponding to:

• Restricted topical authority.
• Unstructured or inaccessible content material.
• A scarcity of content material that instantly solutions patrons’ questions.

Addressing these gaps is essential for visibility in AI-driven search experiences.

The narrowing funnel from rating to quotation

The benchmark frames AI search efficiency as 4 sequential layers, and the worth misplaced at every step tells the true story.

It begins with key phrase protection, or the variety of key phrases for which a model ranks in Google’s prime 100 natural outcomes. Right here, the leaders look wholesome. The median firm ranks for about 9,700 key phrases, whereas top-quartile manufacturers rank for greater than 37,000.

The following layer, key phrases with AI Overviews, narrows the sphere. These are rating key phrases that set off an AI Overview. The median firm has roughly 4,500 of them, already lower than half of its rating footprint.

The third layer, AI Overview incidence, measures how usually AI-generated solutions seem throughout a model’s related searches. The median is 48.8%, which means AI now intercepts roughly half the queries the place these firms compete. High-quartile manufacturers function in much more AI-saturated environments, at 61.7%.

The ultimate layer is the one which issues most and the place virtually everybody falls off a cliff: quotation inclusion charge, or how usually a model is cited as a supply inside an AI Overview. The median is 3.0%. Even the highest quartile reaches solely 4.5%, whereas the underside quartile sits at 1.7%.

Seen from prime to backside, the funnel is brutal. Tens of 1000’s of rating key phrases compress right into a single-digit share of AI citations. A lot of the visibility B2B manufacturers have constructed via natural search doesn’t carry via to the layer of search that more and more shapes patrons’ first impressions of a class.

Rating breadth doesn’t purchase you AI citations

A very powerful takeaway can also be probably the most counterintuitive: Rating breadth alone doesn’t predict AI quotation charges.

The examine discovered that some firms rank for 1000’s of key phrases but not often floor in AI-generated solutions. The strengths that gained conventional SERP actual property — sheer web page quantity, broad key phrase focusing on, and area authority collected through the years — don’t routinely translate into changing into the supply an AI system chooses to quote.

This can be a significant break from how most B2B website positioning groups are nonetheless resourced and measured. In case your dashboard tracks rating key phrases and estimated natural visitors, it could be telling a flattering story a few layer of search that’s shrinking in affect whereas saying nothing in regards to the layer that’s rising.

The benchmark argues that manufacturers constantly cited in AI-generated solutions share three traits: deep topical authority throughout associated content material areas, clear and structured explanations that instantly reply purchaser questions, and constant protection throughout a number of related pages.

The frequent thread is specificity. Generative techniques seem to reward content material that resolves a purchaser’s query clearly and demonstrates sustained experience on a subject, quite than content material that merely ranks for a question.

That reframes the work. Optimizing for AI citations seems much less like chasing key phrase quantity and extra like constructing real, well-structured subject-matter depth.

Some industries are much more uncovered than others

AI search visibility isn’t distributed evenly throughout B2B expertise. The trade breakdown reveals sharply completely different aggressive dynamics relying on the class.

Cybersecurity leads on each fronts. AI Overviews seem in a median of 59.9% of cybersecurity-related searches, and cybersecurity manufacturers earn the very best median quotation charge within the examine at 4.2%. Enterprise software program (55.3% AI Overview incidence) and martech (56.3%) additionally see AI-generated solutions in effectively over half of related queries.

On the different finish, skilled providers and distribution and logistics path in citations, each with a median charge of simply 2.1%. Distribution and logistics even have the bottom AI Overview incidence, at 29.6%, which means patrons in that class encounter AI-generated summaries far much less usually than in cybersecurity.

These variations create each dangers and alternatives. In classes the place AI-generated solutions are already pervasive, corresponding to cybersecurity, the price of being invisible is instant. Consumers are forming impressions inside AI summaries proper now.

In classes the place quotation charges are low and few manufacturers have discovered the brand new mechanics, there’s a real first-mover alternative. Manufacturers that study to earn citations earlier than their opponents can form how a whole class is framed in AI-generated solutions, a lot as early website positioning adopters captured outsized shares of natural visibility.

The manufacturers which have gone utterly darkish

Probably the most placing quantity within the report is that 4.6% of enterprise B2B firms aren’t cited in any respect in AI-generated solutions for his or her related key phrases.

These aren’t fly-by-night operations. They’re firms with $100 million or extra in income that, in lots of circumstances, nonetheless rank effectively in conventional search. They’ve merely turn out to be invisible within the AI layer — current within the index, absent from the reply.

Close to-zero quotation charges could be attributed to deeper structural points: skinny topical authority, content material that’s unstructured or troublesome for techniques to parse, and a scarcity of fabric that instantly solutions the questions patrons are asking.

For a small however significant slice of the market, AI search isn’t a spot the place they’re dropping share. It’s a spot the place they don’t exist.

What this implies for B2B search groups

The benchmark offers a baseline, however the strategic implications for website positioning, GEO, and advertising groups are already clear.

• Measurement should evolve. Quotation inclusion charge is now a definite KPI from rating. Groups that may’t see whether or not their content material is being cited in AI-generated solutions are flying blind on one of many fastest-growing components of the funnel. Realizing your personal quotation charge — and benchmarking it towards the three% median and 4.5% top-quartile benchmarks — is a wise first step.
• The content material mandate shifts from breadth to depth. The drivers all level towards consolidating authority across the matters that matter to patrons, structuring content material so machines can interpret it, and answering actual questions instantly quite than producing quantity for quantity’s sake.
• The window is open however closing. Generative AI will affect greater than 75% of B2B search queries inside the subsequent one to 2 years. If that projection holds, even roughly, the median 3% quotation charge isn’t a secure equilibrium. It’s a snapshot of an early, contested market that rewards manufacturers transferring now.

The uncomfortable fact is that a lot of the website positioning fairness B2B manufacturers have constructed is being summarized by AI techniques that don’t cite the businesses that created it. For many enterprise manufacturers, the query is not whether or not they rank. It’s whether or not they’re within the reply in any respect.

The full H1 2026 B2B AI Search Visibility Benchmark is available from Walker Sands.