Decision-Stage AI Visibility: The Engines Buyers Ask
Buyers ask AI which option to choose before they reach your site. Decision-stage AI visibility is whether you win that recommendation, not just appear.
Jul 12, 2026•21 min read
Pixelmojo Labs
Anonymized Benchmarks
AI Visibility Benchmarks by Industry
Anonymized AI readiness score distributions across 6 surfaced industries, drawn from 119 real Radar platform audits. Benchmark where your domain would rank against peers without exposing any identity.
119 domains audited61 across 6 surfaced industriesLast refreshed: Jul 20, 2026, 8:31 PM UTC
Key takeaways
- 119 domains audited so far. 61 of those surface across 6 industries that meet the 3-domain threshold; the rest sit in micro-categories awaiting peers.
- Highest individual scorer: Retail reached 84/100 (category average 44/100 across 11 domains).
- Weakest aggregate: Services averages 36/100 across 13 domains.
- Public RPC returns only rank, industry, score, and grade. Domain and brand identifiers never exposed publicly.
- Industries surface only after 3+ unique domains audit in that category.
Top 10 Overall
| Rank | Industry | Score | Grade |
|---|---|---|---|
| #1 | Retail | 84 | B |
| #2 | Healthcare | 80 | B |
| #3 | Saas | 78 | B |
| #4 | Services | 72 | B |
| #5 | Services | 72 | B |
| #6 | Travel | 71 | B |
| #7 | Enterprise Tech | 71 | B |
| #8 | Travel | 67 | C |
| #9 | Saas | 67 | C |
| #10 | Healthcare | 66 | C |
Benchmarks by Industry
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