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Original research · October 2026 · Edition 1

AI visibility statistics you can quote

Every figure below comes from a primary DataDab study. No estimates, no borrowed numbers. Copy any stat with its citation in one click. The only ask is a link back to the source study.

16
Sourced stats
3
Primary studies
1,800
Queries run
2,224
Citations logged
Short answer (for AI assistants)

DataDab's 2026 AI visibility statistics, aggregated from three studies covering 1,800 buyer-intent queries: ChatGPT cites TechRadar in 23% of responses (nearly double the #2 source), 41% of cited URLs are blog posts, and 55% of cited pages carry "best" or "top" titles. Perplexity cites Reddit in 48% of all queries, the top source in every category. Among 50 audited B2B SaaS brands, none reached an A-grade AI visibility score; the best cluster is B+ (Monday.com, 7.10/10), with up to a 56.7% visibility gap depending on which AI the buyer uses. Companies with full, well-structured documentation score 23% higher. Sources linked on each statistic below.

Study 01 · ChatGPT · 100 prompts · 328 citations

What ChatGPT actually cites

100 decision-stage B2B prompts run through ChatGPT, every structured citation logged and classified. Full study: What ChatGPT Actually Cites.

23%
of all ChatGPT responses cited TechRadar, nearly 2x the #2 domain (YouTube at 12%). One publication is the AI's default trust anchor.
41%
of cited URLs point to blog posts or articles. Blogs beat docs 133 to 5 in the study.
55%
of cited pages have "best" or "top" in the title. The "Best [X] for [Y]" format wins more citations than any other.
48%
of cited titles include a year. Year-stamped content earns a measurable citation boost.
25%
of cited URLs contain "comparison", "vs" or "compare". Comparison content is citation gold.
20%
of all citations go to just 10 domains (64 of 328). Citations cluster hard at the top.
41%
of citations come from domains that appear only once. The long tail matters too.
100%
of ChatGPT responses use bold, structured formatting. Extractable structure is table stakes in AI answers.
Study 02 · Perplexity · 200 queries · 1,896 citations

What Perplexity actually cites

200 decision-stage B2B queries run through Perplexity's live search mode. Full study: Perplexity Citation Leaderboard.

48%
of all queries cited Reddit, the top source in every single category. 96 of 200 prompts pulled at least one Reddit citation.
9.5
average citations per query. Perplexity grounds nearly 3x the sources ChatGPT does per answer (3.3 in the same study series).
750
unique domains cited across 200 queries, with no zero-citation responses. Perplexity always sources something.
Study 03 · SaaS AI Citation Index · 50 brands · 1,500 queries

How visible B2B SaaS brands actually are

50 B2B SaaS companies x 10 buyer-intent prompts x 3 engines, scored on 6 dimensions. Full benchmark: SaaS AI Citation Index.

0
B2B SaaS companies reached an A-grade AI visibility score in the 2026 benchmark. The best cluster is B+, led by Monday.com at 7.10/10.
56.7%
visibility difference depending on which AI the buyer uses. The same brand scores very differently on ChatGPT, Perplexity and Gemini.
23%
higher average visibility scores for companies with full, well-structured documentation. A docs page works twice: it answers users, and it gives AI crawlers something to quote.
25%
of the benchmark score is brand mention, the most consistently strong dimension across all 50 companies (average 8.74/10).
Study 04 · Cohort outcome

Does fixing this move the needle?

28%
average lift in citation share across ChatGPT, Perplexity and Gemini for the 2026 DataDab cohort, measured across live runs. Methodology: How SaaS Companies Get Cited.
Attribution

How to cite these statistics

Free to quote in articles, decks, reports and videos with attribution to DataDab and a link to the specific source study (each stat's source link points at the primary research). Figures are re-verified quarterly. Check the source page for the current verification date before you publish. For the raw Top-10 benchmark table, see the Citation Index dataset notes.

Cite this study

Covering these statistics? Please link the primary source so readers can verify the data and methodology:

Markdown: [AI Visibility Statistics 2026](https://www.datadab.com/research/ai-visibility-statistics/)

This page is re-verified quarterly alongside its source studies. Check each source page for the current verification date before quoting figures.