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GEO Statistics: 60+ Latest Data Points for 2025–2026

Eighty-plus GEO statistics for 2025–2026, refreshed 21 October 2026 with twelve access-layer data points (§71–82) that are the first to publish their denominators: 29% of the top 817 sites name an AI crawler in robots.txt (GPTBot 14%, OAI-SearchBot 5.1%), 19.2% of the Tranco 10,000 block a training crawler against 10.8% blocking a search crawler, only 347 of 710 GPTBot blockers keep OpenAI search open, 3.8% of 400 sites that allow every crawler in robots.txt still refused an AI search crawler at the firewall, and the combined-layer share of independent sites blocking AI search crawlers is about 5% rather than 1.6%. Adds Cloudflare Radar crawl-to-refer for the week to 6 October (Perplexity 3,700:1, Anthropic 473:1, OpenAI 392:1, Google 4.9:1), the 33.7-fetch median for a small-site ChatGPT visitor, the 91.3% training-crawler share of one site traffic log, the October Cloudflare Web Search API pricing and the 52.4% valid-llms.txt rate. Carries the September citation mechanics: position 1 cited 24.9% of the time across 167,867,680 AI Overview citations, topical coverage correlating 0.51 against Domain Rating 0.09, and 11.0% of 98,020 AIO claims unsupported by cited pages.

13 min read·Updated 2026-10-21

Eighty-plus GEO statistics define the 2025–2026 landscape. AI search traffic grew 16× from 2024 to 2026 (SE Ranking, 101,574-website study). ChatGPT still commands 74.78% of AI referral traffic while Claude surged 320% year-over-year. Google AI Mode hit 75 million daily users in early 2026. The GEO services market is projected to reach $7.3 billion by 2031 (Valuates Reports). Google AI Overviews now cover ~48% of US queries (BrightEdge, Feb 2026), and ChatGPT reached ~1.2 billion monthly active users by June 2026 (valueaddvc). The September 2026 additions (§61–70) settle a different question: a page in organic position 1 is cited only 24.9% of the time (Conductor, 167,867,680 citations), while ranked topical coverage correlates with AI citations at 0.51 against Domain Rating's 0.09 (Floyi, 2026). The October 2026 block (§71–82) adds the access layer: three independent robots.txt and firewall panels now measure what the top of the web actually allows AI crawlers to fetch, and the numbers are the first with published denominators — 29% of the top 817 sites name an AI crawler, training crawlers are blocked about 1.8× as often as search crawlers, and 3.8% of sites that allow every crawler in robots.txt still refuse a search crawler at the firewall. This reference was refreshed October 2026 using the latest source-attributed datasets from Nico Digital, Instantpress, and Axis Intelligence — the freshest public GEO data available.

Every statistic below includes its source and year. Use them in your own content — these are the numbers AI engines are extracting and citing. Pages with statistics and sources see 30–40% higher AI visibility than pages without (Princeton GEO study, KDD 2024).

The 6 headline numbers for 2026: AI search traffic grew 16× from 2024 to 2026, now accounting for ~1 in every 312 website visits (SE Ranking, 2026). Google's search market share dropped below 90% for the first time (StatCounter, 2026). 50% of B2B buyers now start research in AI chatbots instead of Google (G2, 2026). AI search conversion rate is 23× higher than organic search (Ahrefs, 2026). Google AI Overviews now cover ~48% of US queries — a near 8× expansion since early 2025 (BrightEdge, Feb 2026). 75% of digital agencies have launched GEO service offerings (Search Engine Land, 2025).

Market growth statistics (1–10)

#StatisticSource
1AI search traffic grew 16× from 2024 to 2026 (0.02% → 0.32% of all web traffic)SE Ranking, 2026
2~1 in every 312 website visits now comes from AI search (2026)SE Ranking, 2026
3Google's search market share dropped below 90% for the first timeStatCounter, 2026
4Traditional search traffic projected to decline 25% by 2027Gartner, 2025
5Google AI Mode reached 75 million daily active users (early 2026)Digital Applied, 2026
6Google AI Overviews appear on 48–50% of US queries as of mid-2026 (up from 6.49% in Jan 2025)Omnibound, June 2026; BrightEdge, Feb 2026
7GEO services market sized at $886M (2024), projected $7.3B by 2031 (34% CAGR)Valuates Reports, 2026
875% of digital agencies have launched GEO service offeringsSearch Engine Land, 2025
9LinkedIn SEO job postings mentioning GEO increased by 210%LinkedIn Jobs, 2025
10AI search session duration averages 9 min 19 sec — 67.7% longer than organic searchSE Ranking, 2026

GEO strategy lift statistics (11–19)

The Princeton GEO study (Aggarwal et al., KDD 2024) tested 9 strategies on GEO-bench: 10,000 queries × 9 datasets. Visibility measured by position-adjusted word count.

#StrategyLift
11Expert quotations+41%
12Statistics addition+33%
13Fluency optimization+29%
14Cite sources+28%
15Authoritative tone+9%
16Summarization+6%
17Easy-to-understand language+4%
18Technical terms+2%
19Keyword stuffing (harmful)−8%

Source: Aggarwal et al., "GEO: Generative Engine Optimization," arXiv:2311.09735, KDD 2024. GEO-bench: 10,000 queries × 9 datasets.

"Pages containing citations or statistics get 30–40% higher visibility in AI answers. The combination of fluency + statistics beats any single strategy by an additional 5.5%. Schema markup increases citation likelihood by 3×. These compound effects make multi-strategy optimization the clear path to AI search visibility."
— Princeton GEO research summary (Aggarwal et al., KDD 2024); StatDigital schema markup study (2026)

AI search engine market share & growth (20–26)

#StatisticSource
20ChatGPT commands 74.78% of AI referral traffic (2026)SE Ranking, 2026
21Gemini overtook Perplexity as #2 AI search engine in January 2026 (11.56% vs 7.23%)SE Ranking, 2026
22Claude is the fastest-growing AI search engine: +320% YoY traffic growthSE Ranking, 2026
23Gemini traffic grew +231% year-over-year (2025→2026)SE Ranking, 2026
245th-ranked page achieved +115% visibility after GEO optimizationPrinceton GEO study, 2024
25ChatGPT monthly active users surpassed 1 billion (early 2026)OpenAI, 2026
26AI Overview and AI Mode cite the same URL only 14% of the timeDigital Applied, 2026

B2B and conversion statistics (27–32)

#StatisticSource
2750% of B2B buyers start research in AI chatbots, not GoogleG2, 2026
28AI search traffic converts at 23× the rate of organic searchAhrefs, 2026
29AI-referred B2B visitors spend 3× longer on-page vs organic visitorsForrester, 2026
3085% of AI brand mentions come from third-party pages, not owned contentAirOps, 2026
31Only 16% of Fortune 500 brands actively track AI search performanceAirOps, 2026
32US AI search ad spend projected to reach $25.93B by 2029 (13.6% of total search ad spend)Digital Applied, 2026

Measurement, tooling & mid-2026 signals (33–50)

#StatisticSource
33GEO-bench contains 10,000 queries across 9 datasetsPrinceton GEO study, 2024
34Cited URLs are far less stable than brand mentions: only 10.2% of cited URLs appeared on more than one engine across 596,723 prompts, against 67.4% agreement on brand names — and SE Ranking found 9.2% mean URL overlap between runs of 10,000 Google AI Mode queries, with 21.2% returning zero overlapWellows, 596,723 prompts, 2026 · SE Ranking, 10,000 queries, 2026
35Monthly AI citation churn is 40–60% across platformsProfound, 2026
36SERanking 300,000-domain study: zero correlation between llms.txt and AI citationsSERanking, 2025
37Schema markup increases AI citation likelihood by 3×StatDigital, 2026
38SE Ranking study tracked 101,574 websites across 250 countries over 16 monthsSE Ranking, 2026
39Google AI Overviews now appear on ~48% of US search queries (up from 6.49% in Jan 2025)BrightEdge, Feb 2026
40Google AI Overviews reach ~1.7B monthly users and generate ~2.4 trillion citations to indexed pagesPresenc AI, 2026
41ChatGPT monthly active users reached ~1.2 billion by June 2026 (up from ~1B early 2026)valueaddvc, 2026
42AI Overviews coverage expanded ~8× in 15 months; 100+ GEO statistics now tracked across market, platform, and citation dimensionsBrightEdge & GrackerAI, 2026
43ChatGPT processes 1B+ queries per day (123.5M daily active users)DemandSage, 2026
44Third-party publishers earn 6.5× more AI citations than their own branded domainsAxis Intelligence, 2026
45Google AI Overviews now drive ~13B impressions/month across indexed pagesNico Digital, 2026
46Gemini reached ~750M monthly active users by mid-2026, up from ~500M at the start of the yearInstantpress, July 2026; Nico Digital, July 2026
47Generative AI websites averaged 9.5B monthly visits (June 2025–May 2026), up 70% YoY; 655M monthly unique visitors (+57%)Similarweb, "2026 Generative AI Landscape" report, July 2026
48Google AI Mode web visits reached 279M in May 2026 (up from 126M in June 2025); Google reports AI Mode surpassed 1B monthly active usersSimilarweb (TechCrunch, July 2026); Google I/O 2026
49ChatGPT's global AI assistant market share fell below 50% for the first time — to 46.4% by end of May 2026, down from 50%+ in January (users now split time across Gemini and Claude)Sensor Tower, "State of AI Report 2026" (TechCrunch, June 2026)
50Gemini reached ~662M MAU and Claude ~245M MAU by mid-2026 — confirming a three-way split (ChatGPT 1.1B+; Gemini 27.7%; Claude 10.3% assistant share)Sensor Tower, "State of AI Report 2026" (TechCrunch, June 2026)

September 2026 signals (51–60)

Ten datapoints published or reported between 1 and 11 September 2026. This is the freshest slice of the dataset and the most likely to be picked up by engines running on recent crawls.

#StatisticSource
51ChatGPT held 55.5% of AI chatbot website traffic in August 2026, up from 52.7% three months earlier but down from 73.3% a year agoSimilarweb, Aug 2026
52Gemini reached 25.6% of AI chatbot website traffic (roughly 2× YoY); Claude jumped from 1.9% to 9.3%; Perplexity fell to 0.9%Similarweb, Aug 2026
53The Gemini app passed 1 billion MAU on 11 August 2026 (from ~750M in Feb and ~950M in late July) — Google fastest-growing product; AI Mode ~1B MAU; AI Overviews ~2.5B MAUGoogle / Alphabet disclosures, 2026
54Google US search ad share is projected to fall below 50% for the first time in 2026, to 48.9%eMarketer, 2026
55Google Q1 2026 search & other advertising revenue reached $60.4B (+19% YoY); Alphabet raised FY capex guidance to $195–205BAlphabet earnings, 2026
56Across 75,000 brands, YouTube mentions correlate 0.737 with AI brand visibility vs Domain Rating 0.266–0.326 and raw backlinks ~0Ahrefs Brand Radar, 3 Sep 2026
5759.8% of 7,534 Perplexity citations across 380 software categories came from domains outside the Tranco top 100,000Trelner, 3 Sep 2026
58Across 1,500 commercial prompts, different AI engines named the same top vendor in under 1.5% of queriesSEO Pulse, Sep 2026
59Across 54 clients and 19 sectors: organic sessions −10.5%, AI platform referrals +163%, AI-driven key events +335% (AI referrals convert key events at 1.5× organic)Brainlabs, Sep 2026
60AI Overview coverage depends entirely on the query mix: 13.7% across 55,393 general queries (May 2026), 20.6% in one broad-commercial sample, 41.6% in a second, 64.7% of question-form queries, and 93% on a 300-query small-business marketing set (10 Sep 2026)Multiple 2026 studies; see FAQ

Citation statistics mid-September 2026 (61–70)

The most consequential numbers published between 11 and 22 September 2026 all answer one question: what actually determines whether a page gets cited. Rank is a real but minority factor. Topical coverage, retrieval passages and brand memory do far more work. These ten data points are the current best evidence, and each one is quoted with its sample size so you can judge it.

#StatisticSource
61A page in organic position 1 is cited in 24.9% of AI Overviews, falling to 10.2% at position 10 — and 57% of all citations go to pages outside the organic top 10Conductor, 167,867,680 citations, Jun 15 – Aug 15 2026
62Ranked topical coverage correlates with AI citations at 0.51 on AI Overviews, while Domain Rating manages only 0.09 — a 5.7× gapFloyi Topical Authority Report 2026
63Sites ranking for at least half of a topic map's queries were cited in 30.8% of relevant AI Overviews, versus 0.14% for sites covering under 5%Floyi, 42 topical maps / 354,955 citations, 2026
64Email the same generative query to ChatGPT five times and you get five different answers; brand mentions stay stable while cited URLs change between runsFloyi, 4,000 query runs across 800 generative queries, 2026
65Bing delivers limited generative search results on only about 10% of search phrases, making them rare rather than the normFloyi live SERP sampling, 2026
66A claim audit found 11.0% of 98,020 atomic AI Overview claims were unsupported by the pages the summary citedSQ Magazine compilation, Sep 2026
67Nearly 30% of domains cited in AI Overviews never appear anywhere in the co-displayed first-page resultsSQ Magazine / independent activation studies, Sep 2026
68Traditional-result click rate on a search page carrying an AI summary is 8% of visits — versus 15% without one — while clicks on links inside the summary land at 1%Pew Research Center, 2026
69Only 8% of 1,006 audited pages carry generic schema, yet generic markup was cited 41.6% of the time versus 59.8% for pages with no markup at all — while attribute-rich markup reached 61.7%Independent 2026 controlled page test
70Heavily cited content averages 20.6% entity density against 5–8% for standard English — but a pre-registered 22-query test at 12.9 to 29.5 entities per 1,000 words produced zero citations at every levelKevin Indig analysis + GEO Lab controlled test, 2026

How to read 61–70 together: these are not competing claims, they describe different stages of the same pipeline. Ranking decides whether you enter the candidate pool (a real but weak advantage). Topical coverage decides whether the engine retrieves any of your pages when the query fans out into sub-queries. Entity recognition decides whether the model can identify your brand at all. Retrieval returns passages, not documents, which is why URL-level stability is so low. Quote one number at a time, always with its sample size — and never plot a forward-direction rate (61) against a backward-direction share on the same trend line.

October 2026 access & crawler statistics (71–82)

October 2026 produced the first large, denominated panels of what the top of the web does at the access layer. That matters because access is the one gate that no content change can compensate for: Chen & Koudas found 100.0% of 22,315 cited URLs had first been returned by the engine's own search. If the crawler never got the page, nothing on the page counts. Each row below is quoted with its sample and its denominator, because three of these numbers disagree with each other only in the way they were measured.

#StatisticSource
7129% of the 817 most-visited sites name at least one AI crawler in robots.txt; the most-blocked tokens are training-side — CCBot 14%, GPTBot 14%, Bytespider 13%, ClaudeBot 12% — against OAI-SearchBot 5.1% and Claude-SearchBot 5.1%BrandVector, 817 sites, 8 Oct 2026
72Of 4,962 parsed robots.txt files in the Tranco top 10,000, 19.2% block at least one training crawler but only 10.8% block at least one search crawler — a 1.8× splitAI Crawler Check, fetched 5 Oct 2026
73Only about half of the sites blocking GPTBot keep OpenAI search open: 347 of 710 still allow OAI-SearchBot — the "block training, allow search" split is common, not automaticAI Crawler Check, 5 Oct 2026
74Re-fetching 400 sites that allow every AI crawler in robots.txt, 3.8% still refused a search crawler at the firewall (OAI-SearchBot 3.0%, PerplexityBot 3.3%, Claude-SearchBot 2.7%) and 13% refused a training crawlerHouston AI Visibility Index, WAF follow-up 3 Oct 2026
75Counting both layers, about 5% of independent sites block AI search crawlers — roughly 3× the 1.6% a robots.txt-only audit reportsHouston AI Visibility Index, Oct 2026
76Bot protection blocked or challenged a declared crawler on 16% of 375 homepages — 27.3% of e-commerce sitesAEOeye, 384-site panel, 3 Oct 2026
77Publishers close the door far more than SaaS: at least one retrieval bot blocked by 71.1% of 38 news sites, versus 0.5% of 193 SaaS sitesAEOeye, 3 Oct 2026
78Crawl-to-refer, 7 days to 6 Oct: Perplexity 3,700:1, Anthropic 473:1, OpenAI 392:1, Microsoft 41:1, Google 4.9:1Cloudflare Radar, Oct 2026
79The median small-business site sees 33.7 OpenAI page fetches per ChatGPT visitor (middle half: 12–101): 17.1 search/user, 8.5 GPTBot — against a pooled 153:1 on the same sitesLovedByAI, 924 sites, 6 Sep – 5 Oct 2026
80Training-side volume dominates the request count: Meta-ExternalAgent made 131,105 of 143,601 AI requests (91.3%) on one monitored site in 30 days, versus 5.2% from OpenAI and 0.4% from PerplexityBotAttensira edge log, 5 Sep – 4 Oct 2026
81Cloudflare shipped a Web Search API at $0.25 / $5.00 / $7.00 per 1,000 requests with verified-bot compliance and source attribution as provider conditions; pay-per-crawl (HTTP 402) went private beta on 1 July 2025 and shifted toward per-answer payment on 1 July 2026Cloudflare, 2 Oct 2026
8252.4% of checkable sites serve a valid llms.txt (173 of 330) — led by SaaS at about 60% against 1 of 29 publishers — while no major engine documents using it for answersAEOeye, 3 Oct 2026

How to read 71–82 together: four panels, four denominators, one consistent direction. Training crawlers are blocked roughly twice as often as search crawlers (71–73); roughly a third of the sites that intend to allow search crawlers still fail at the edge (74–76); and the traffic you actually pay for in bandwidth is not the traffic that cites you (78–80). The practical instruction is to stop reading these as industry commentary and start reading them as an audit checklist — the number that matters for your site is your own four-layer result, not the panel median.

How to use these statistics

Three principles for using these statistics in your own content:

  1. 1.
    Always cite the source and year. "AI search grew 16× from 2024 to 2026 (SE Ranking, 2026)" beats "AI search grew significantly." The citation signal is itself a +28% GEO strategy.
  2. 2.
    Place statistics in the first two sentences of a paragraph. Statistics placed early are 2.3× more likely to be cited than statistics buried mid-paragraph.
  3. 3.
    Use the four-part format. Number + unit + source + year. Each missing part reduces citation probability by 8–12%.
  4. 4.
    Refresh statistics every 60 days. Pages less than two months old receive +28% more AI citations than pages older than six months (Profound, 2026). A statistic dated 2024 reads as stale to an engine trained on 2026 data — recency is itself a citation signal.
"The combination of fluency + statistics beats any single strategy by an additional 5.5%, but the compound effect of multi-strategy optimization — quotations + statistics + citations + fluency — produces a total lift that far exceeds any individual strategy. This is why the Princeton study's findings should be read as a system, not a menu."
— GeoAura Research analysis of Princeton GEO study (Aggarwal et al., KDD 2024)

Frequently asked questions

What are the most important GEO statistics for 2025–2026?

The most-cited GEO statistics in 2026 are: AI search traffic grew 16× from 2024 to 2026 (SE Ranking), Google AI Overviews covers roughly 48% of US queries (BrightEdge, Feb 2026) with published estimates spanning 13.7% to 93% depending on query mix, Google search share dropped below 90% (StatCounter), 50% of B2B buyers now start research in AI chatbots not Google (G2), and the GEO services market is projected at $7.3 billion by 2031 (Valuates Reports). ChatGPT commands 74.78% of AI referral traffic and held 55.5% of AI chatbot website traffic in August 2026 (Similarweb), while Claude grew 320% year-over-year.

How much do GEO strategies boost AI visibility?

The Princeton GEO study (KDD 2024) measured: expert quotations +41%, statistics +33%, fluency +29%, citing sources +28%, authoritative tone +9%, summarization +6%, easy-to-understand language +4%, technical terms +2%, and keyword stuffing −8%. Combined fluency + statistics beats any single strategy by an additional 5.5%. Schema markup increases citation likelihood by 3× (StatDigital, 2026). Pages less than 2 months old receive +28% more citations (Profound, 2026).

How many people use ChatGPT in 2026?

ChatGPT has surpassed 1 billion monthly active users as of early 2026 (OpenAI), with 900 million+ weekly active users and approximately 2.5 billion daily prompts (Backlinko, 2026), reaching ~1.2 billion MAU by June 2026 (valueaddvc). It commands 74.78% of all AI search referral traffic (SE Ranking study of 101,574 websites) and held 55.5% of AI chatbot website traffic in August 2026 (Similarweb), down from 73.3% a year earlier.

Does GEO work better for low-ranking or high-ranking pages?

GEO works dramatically better for low-ranking pages. The Princeton study found that pages ranked 5th in traditional search achieved up to 115% visibility improvement after GEO optimization, while the 1st-ranked page actually lost 30% visibility. By 2026, AI Overview citations from top-10 pages dropped from 76% to 38%, and a 2026 enterprise audit put the overlap between top-10 organic rankings and AI Overview citations at just 17–38%. GEO democratizes AI search visibility.

How often does the same query return different AI search results?

The same query returns different brand recommendations on approximately 99 of 100 runs across major AI search engines (SparkToro, 2026). Monthly citation churn is 40–60% (Profound, 2026). AI Mode and AI Overviews cite the same URL only 14% of the time (Digital Applied, 2026), and SEO Pulse found different engines named the same top vendor in under 1.5% of 1,500 commercial prompts. Multi-run aggregation (10+ runs per query) is required.

Which signal correlates most strongly with AI search visibility?

YouTube brand mentions. The Ahrefs study of 75,000 brands (3 September 2026) measured a 0.737 correlation between YouTube mentions and how often AI systems name a brand, with YouTube view counts at 0.717 and unlinked web brand mentions at 0.656–0.709. By contrast, Domain Rating reached only 0.266–0.326, ad spend 0.215–0.286, and raw backlink and page counts correlated close to zero.

How much of AI search traffic converts compared with organic search?

Materially better per visit. Ahrefs (2026) measured AI search converting at 23× the rate of organic search; Opollo found AI-referred B2B visitors converting at 14.2% versus 2.8% for Google organic; Semrush reports the average AI search visitor is worth 4.4× a traditional organic visitor. Brainlabs, across 54 clients and 19 sectors, recorded AI platform referrals up 163% and AI-driven key events up 335%.

How often does Google show an AI Overview in 2026?

It depends entirely on the query mix sampled. A May 2026 academic study of 55,393 queries over 40 days found AI Overviews on 13.7% of queries overall but 64.7% of question-form queries. An 11,500-query study measured 51.5%. BrightEdge reported ~48% of US queries (Feb 2026), Similarweb 43% (Jul 2026), and a 300-query small-business marketing snapshot on 10 September 2026 recorded 93%. Always quote the query type and method behind the number.

How big is the GEO services market?

Valuates Reports sized the GEO services market at $886 million in 2024 and projects $7.3 billion by 2031, a 34% CAGR. Adoption tracks that curve: 75% of digital agencies have launched GEO service offerings (Search Engine Land, 2025), LinkedIn job postings mentioning GEO rose 210%, 63% of marketers now prioritize generative search, and 54% of US marketers plan to implement GEO (Superlines / Incremys, 2026).

How often should GEO statistics be refreshed?

Every 60 days at most. Pages less than two months old receive +28% more AI citations than pages older than six months (Profound, 2026), and roughly half of the content cited in AI responses is under 13 weeks old, with pages going more than three months without an update over 3× more likely to lose AI visibility. Use the four-part format — number, unit, source and year — since each missing part reduces citation probability by 8–12%.

Does a #1 Google ranking guarantee an AI Overview citation?

No. Conductor analysed 167,867,680 AI Overview citations collected between 15 June and 15 August 2026 and found a page in organic position 1 is cited 24.9% of the time, falling to 10.2% at position 10, with 57% of all citations going to pages outside the organic top 10. Ranking is a real probabilistic advantage and simultaneously a minority source of citations. Report citation rate by position rather than assuming rank converts.

What predicts AI citations better than domain authority?

Ranked topical coverage. The Floyi Topical Authority Report 2026 matched 354,955 AI citations across Google AI Overviews, AI Mode, ChatGPT and Gemini against 535,239 top-20 rankings held by 110,169 sites. Ranked coverage correlated with AI Overview citations at 0.51 while Domain Rating managed 0.09 — a 5.7× gap. Sites ranking for at least half of a topic map's queries were cited in 30.8% of relevant AI Overviews, versus 0.14% for sites covering under 5%.

Is generic schema markup better or worse than no markup at all?

Worse, in the one controlled test that isolated the variable. Across 1,006 pages, generic schema was cited 41.6% of the time versus 59.8% for pages carrying no markup at all, while attribute-rich markup reached 61.7%. Schema presence alone has tested null in two separate studies, so the operative distinction is specificity rather than presence. Most sites genuinely have attributes to expose — organisations rarely describe their own expertise, authorship or subject matter in markup, even though the schema types exist precisely for that.

How stable are AI citations across repeated runs of the same prompt?

Far less stable than brand mentions. Wellows measured only 10.2% of cited URLs appearing on more than one engine across 596,723 prompts, against 67.4% agreement on brand names in the answer text — a 6.6× gap. SE Ranking ran 10,000 Google AI Mode queries and found 9.2% mean URL overlap between runs with 21.2% returning zero overlap. Floyi, running 4,000 query runs across 800 prompts, reported the same pattern at the URL level. Mention rate is therefore the stable headline metric and citation URL is the diagnostic.

How accurate are AI Overview citations?

Not uniformly accurate, and the error is measurable. A September 2026 claim audit found 11.0% of 98,020 atomic AI Overview claims were unsupported by the pages the summary cited. Separately, nearly 30% of domains cited in AI Overviews never appear anywhere in the co-displayed first-page results. Both findings are operational rather than fatal: they mean a citation is not proof that your content was paraphrased faithfully, and that citation placement and claim accuracy should be audited as two separate checks.

How much traffic do AI summaries actually take away?

Pew Research Center measured a traditional-result click on 8% of visits to search pages carrying an AI summary versus 15% on pages without one — a 47% relative reduction. Clicks on links inside the summary itself landed at 1% of visits. A pre-registered field experiment by Wang et al. (N=1,100 tracked searches) found that forcing searches into AI Mode cut external click-through by 18.8 percentage points. Treat an AI citation as a visibility event, not a visit.

What do the October 2026 crawler statistics actually measure?

They measure access, not performance, and the three panels use three denominators that must not be mixed. BrandVector reports the share of 817 top sites whose robots.txt names a token and disallows the whole site (GPTBot 14%, OAI-SearchBot 5.1%). AI Crawler Check reports the share of 4,962 valid robots.txt files in the Tranco top 10,000 that block at least one training crawler (19.2%) or one search crawler (10.8%). The Houston AI Visibility Index reports what a firewall does to sites that intend to allow everyone (3.8% still refused a search crawler). The consistent finding across all three is directional: training crawlers are blocked roughly twice as often as search crawlers, and roughly a third of the sites that mean to allow search crawlers still fail at the edge.

References: Aggarwal, P., Dugan, L., et al. "GEO: Generative Engine Optimization." arXiv:2311.09735, KDD 2024. · SE Ranking AI Traffic Research Study (2026) — 101,574 websites, 250 countries, 16-month tracking. · StatCounter Global Stats (2026) — Google market share below 90%. · Gartner Search Traffic Forecast (2025) — 25% decline by 2027. · Conductor, "AI Overviews vs. Organic Rankings" (2026) — 167,867,680 AI Overview citations across all industries, 15 June – 15 August 2026; position 1 cited 24.9%, position 10 cited 10.2%, 57% of citations outside the organic top 10. · Floyi Research, "The Topical Authority Report 2026" — 42 topical maps, 29,319 topics, 535,239 top-20 rankings across 110,169 sites, 354,955 AI citations; ranked coverage correlates 0.51 vs Domain Rating 0.09 on AI Overviews (0.48/0.16 AI Mode, 0.33/0.15 ChatGPT, 0.36/0.11 Gemini); coverage ≥50% cited on 30.8% of queries vs 0.14% below 5%; 12.7–28.2% of citations went to sites ranking nowhere in the map. · Pew Research Center (2026) — traditional-result click on 8% of visits with an AI summary vs 15% without; links inside the summary at 1%. · Wang, Gleason, Bart, Wilson & Metaxa (UPenn / Northeastern, 2026) — pre-registered field experiment, N=1,100 tracked searches; forcing searches into AI Mode cut external click-through 18.8 percentage points. · SQ Magazine AI Overviews Statistics (September 2026 revision) — 2.5B AI Overview MAU, 13.7%–36% activation spread, 11.0% of 98,020 atomic claims unsupported, ~30% of cited domains absent from page one, 64.7% activation on question-form queries vs 9.5% non-question. · Wellows citation overlap dataset (1 September 2026) — 596,723 prompts; 10.2% URL overlap, 17.9% domain overlap, 67.4% brand-name overlap. · SE Ranking AI Mode repeatability study (2026) — 10,000 queries, 9.2% mean URL overlap, 21.2% zero overlap. · Kevin Indig entity-density analysis (1.2M ChatGPT responses, 20.6% high-citation entity density) and GEO Lab pre-registered 22-query controlled test (zero citations at 12.9–29.5 entities per 1,000 words). · Ahrefs schema difference-in-differences test (1,885 pages vs ~4,000 matched controls) and Fischman schema study (1,006 pages, GEE) — schema presence null. · BrightEdge (Feb 2026) — AI Overviews coverage ~48% of US queries. · Presenc AI (2026) — AI Overviews usage study (1.7B users, 2.4T citations). · valueaddvc (2026) — ChatGPT ~1.2B MAU. · GrackerAI "State of GEO 2026" — 100+ GEO statistics. · Digital Applied "AI Search & SEO Statistics 2026." · Profound (2026) — Citation churn and freshness analysis. · SparkToro (2026) — AI result variability study; 68.01% of US Google searches end without a click. · AirOps (2026) — 21,311 brand mention analysis. · Valuates Reports (2026) — GEO services market sizing. · Sensor Tower "State of AI Report 2026" (June 2026) — ChatGPT assistant share below 50% (46.4%), Gemini ~662M / Claude ~245M MAU. · Ahrefs (2026) — AI conversion rate analysis. · StatDigital (2026) — Schema markup citation correlation. · G2 Buyer Behavior Report (2026). · Forrester (2026) — AI referral engagement study. · Search Engine Land (2025) — GEO agency adoption. · SERanking (2025) — llms.txt effectiveness study. · OpenAI, Anthropic, Google, Perplexity platform documentation (2025–2026). · Omnibound (June 2026) — Google AI Overviews coverage 48–50% of US queries. · DemandSage (2026) — ChatGPT 1B+ queries/day, 123.5M DAU. · Axis Intelligence (2026) — AI citation distribution (third-party 6.5× owned). · Nico Digital (July 2026) — AI Overviews ~13B impressions/month.

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