Open data

AI Visibility Industry Benchmark

Aggregated statistics from real RankedByAI 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 3, 2026 · Aug 1, 2026Aug 3, 2026
21
Scans
853
AI answers
3742
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 4 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.comDirectory2075.5%
angi.comDirectory2055.5%
reddit.comSocial1764.7%
openai.comOther (incl. official sites)1484.0%
google.comDirectory1423.8%
bbb.orgDirectory1373.7%
homeadvisor.comDirectory1133.0%
anthropic.comOther (incl. official sites)1062.8%
straitstimes.comMedia / press902.4%
techradar.comMedia / press631.7%

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)
54%
2027
Directory
24%
906
Media / press
10%
364
Social
7%
255
Review platform
5%
190

Directories account for 24% 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.

Plumbers

7 scans · 321 answers
2.2%Mention rate
yelp.com · 207angi.com · 205bbb.org · 134google.com · 119homeadvisor.com · 113

Ai Software Subscription Store

6 scans · 306 answers
0.0%Mention rate
openai.com · 110reddit.com · 107anthropic.com · 101straitstimes.com · 88techradar.com · 59

Auto Repair Shops

Limited sample
1 scans · 63 answers
0.0%Mention rate
dianping.com · 3758.com · 29autohome.com.cn · 23baidu.com · 21meituan.com · 15

Other industries

Limited sample
1 scans · 58 answers
0.0%Mention rate
reddit.com · 39openai.com · 38trustpilot.com · 17chat.openai.com · 16quora.com · 8

Restaurants

Limited sample
2 scans · 36 answers
88.9%Mention rate

Methodology

Sampling

Every data point comes from real RankedByAI 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.

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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