Open data

AI Visibility Industry Benchmark

Aggregated statistics from real Geovory scans: how often AI assistants mention businesses when buyers ask, which domains they cite, and how that differs by industry. Only measured data — no estimates.

Updated: Aug 9, 2026 · Aug 1, 2026Aug 9, 2026
32
Scans
1480
AI answers
4869
Citations
5
Industries

Brand mention rate by industry

Share of AI answers that mentioned the scanned business, per industry.

Industries marked “limited sample” have too little data for firm conclusions; treat them as directional.

In 3 of 5 industries, scanned businesses appear in fewer than 3% of AI answers — the AI answer box is still wide open.

Domains AI cites most

The domains AI answers cited most often across all scans.

DomainTypeCitationsShare
yelp.comDirectory1974.0%
dianping.comDirectory1863.8%
google.comDirectory1793.7%
reddit.comSocial1713.5%
openai.comOther (incl. official sites)1493.1%
anthropic.comOther (incl. official sites)1072.2%
straitstimes.comMedia / press901.8%
angi.comDirectory891.8%
58.comOther (incl. official sites)871.8%
g2.comReview platform851.7%

Citation source types

What kind of sources AI answers cite: directories, review platforms, social media, media, and everything else (incl. official sites).

Other (incl. official sites)
61%
2947
Directory
19%
913
Media / press
9%
418
Social
6%
304
Review platform
6%
287

Directories account for 19% of all citations — getting listed there is often the fastest citation fix.

Industry deep dive

Per-industry sample size, mention rate, and the top cited domains.

AI Software Subscription Store

9 scans · 414 answers
0.0%Mention rate
openai.com · 110reddit.com · 107anthropic.com · 101straitstimes.com · 88cloud.google.com · 68

Restaurants

3 scans · 336 answers
36.0%Mention rate
yelp.com · 103tripadvisor.com · 72google.com · 62austin.eater.com · 36texasmonthly.com · 35

Other industries

Limited sample
8 scans · 334 answers
0.0%Mention rate
dianping.com · 89meituan.com · 39reddit.com · 3958.com · 38openai.com · 38

Plumbers

Limited sample
5 scans · 156 answers
4.5%Mention rate
yelp.com · 89angi.com · 86bbb.org · 59google.com · 51homeadvisor.com · 48

Auto Repair Shops

Limited sample
2 scans · 153 answers
0.0%Mention rate
dianping.com · 9658.com · 49baidu.com · 47meituan.com · 41google.com · 36

Methodology

Sampling

Every data point comes from real Geovory scans: localized buyer questions (e.g. “best plumber near me”) asked against each AI channel. Answers, brand mentions, and cited URLs are stored verbatim and aggregated here.

AI channels

Direct model answers plus a search-grounded channel (Brave web search + model synthesis). Channels currently measured: grok-4.5, grok-composer-2.5-fast, grok-4.5-grounded, gpt-5.6, claude-sonnet-4.6, gemini-3-flash, deepseek-v3, kimi-k3, glm-5.2, llama-3.3-70b, qwen3-30b, mistral-small-3.1.

Sample size & freshness

The exact sample (scans, answers, citations) and the collection window are shown above. Industries below the sample floor are hidden; small ones are flagged “limited sample”. The snapshot refreshes weekly.

Honesty rules

Only measured data — no estimates, no synthetic or demo data. Aggregates are computed directly from stored scan records; small samples are flagged instead of extrapolated.

Where does your business stand?

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