Live benchmark dataset
AI Visibility Benchmark
How often AI engines cite brands by industry. We publish this from real RankEcho audits, so it gets sharper as more brands run the audit.
Completed audits
3
Collected so far
Publishing threshold
20
Minimum total audits
Per-industry threshold
5
Minimum per segment
Collecting data. We're aggregating from 3 completed audits so far and publish per-industry figures once we have at least 20. Run a free audit to add your industry to the dataset.
Run a free audit →
Methodology
Each audit runs a fixed battery of buyer-intent prompts across ChatGPT, Claude, Perplexity and Google AI, and records which sources are cited. Citation rate is the share of prompts where the brand appears. Figures are point-in-time and vary by engine and query.