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AI Search · 2026 Report

The State of AI Search Visibility 2026

How B2B buyers research with AI, what the answer engines cite, and what a demand team should do about it. Every figure traces to a named public source.

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Free PDF. Every figure traced to a named public source.

Five findings that reframe the year

The headline numbers, quoted with their sources. The full report has the data and the charts behind each one.

51%

of B2B software buyers now begin research with an AI chatbot more often than Google, up from 29% in April 2025.

G2, 2026
94%

of B2B buyers used a generative AI tool somewhere in their purchase process.

6sense, 2025
69%

chose a different vendor than first planned after AI-assisted research, and about a third bought from a vendor they had never heard of.

G2, 2026
76 to 38%

the share of Google AI Overview citations that also rank in the top 10 fell this far in eight months. Ranking and getting cited have split.

Ahrefs, 2025 to 2026
85%

of brand mentions in AI answers come from third-party pages you do not own, and roughly 90% of those are listicles, comparisons, and reviews.

AirOps, 2026

Why we wrote it

Buyers stopped starting at Google. Half of B2B software buyers now open their research with an AI chatbot more often than with a search engine, up from 29% a year earlier. The question for a demand team is no longer where you rank. It's whether the model names you when a buyer asks.

How it was sourced

This is an aggregation report. TurboDemand did not run a proprietary panel for this edition. Instead we pulled the strongest published measurements from 2025 and 2026 and put them in one place, weighted toward primary studies with disclosed sample sizes.

Sources fall into three buckets:

  • Search-behavior clickstream: Semrush (10M+ keywords), SparkToro.
  • Citation and crawl analysis: Ahrefs (863K keyword result pages, 4M cited URLs), AirOps (21,311 brand mentions across GPT-5, Claude Sonnet 4.5, and Perplexity), Profound (680M+ citations, August 2024 to June 2025).
  • Buyer surveys: G2's B2B software buyer research and 6sense's 2025 Buyer Experience Report (4,000+ buyers).

Where two credible sources disagree, we say so rather than pick the flattering number. AI-chatbot market-share figures are the clearest example, and we treat them below as a caution about method, not a leaderboard.

A note on Gartner's widely-cited forecast that traditional search volume would fall 25% by 2026. It's a prediction, not a measurement, and it drew informed skepticism when it landed. We cite it as a directional marker, and lean on the measured clickstream data for anything load-bearing.

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Built from published research by
Gartner G2 6sense Semrush Ahrefs AirOps SparkToro