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
All Benchmarks
Anonymized Industry Benchmark
Retail: AI Visibility Score Distribution
11 anonymized retail domains ranked by AI readiness score. Average 44/100, median 42/100, top 84/100. Each row is a real Radar audit with no domain or brand name attached.
Average
44
Median
42
Top
84
Key takeaways
- 11 anonymized retail domains; average 44/100, median 42/100, top 84/100.
- Every row is a real Radar audit. Domain and brand names are never fetched or rendered on public pages.
- Use the distribution to benchmark where your domain would rank, not to identify individual sites.
| Rank | Last audited | Score | Grade |
|---|---|---|---|
| #1 | 3mo ago | 84 | B |
| #2 | 3mo ago | 54 | C |
| #3 | 3mo ago | 47 | D |
| #4 | 3mo ago | 46 | D |
| #5 | 3mo ago | 45 | D |
| #6 | 3mo ago | 42 | D |
| #7 | 3mo ago | 38 | D |
| #8 | 3mo ago | 38 | D |
| #9 | 3mo ago | 34 | D |
| #10 | 3mo ago | 33 | D |
| #11 | 3mo ago | 28 | F |
Want to know where you'd land?
Run a free Radar audit. Your domain joins the benchmark anonymously, and you see exactly where you fall in this industry.
