Free · AI Search Readiness Diagnostic
Diagnose your AI Search Readiness.
Drop your URL and 5 queries. We poll them across ChatGPT, Perplexity, Google AI Overviews, and Claude (Claude users covered via the Brave substrate), with sample size calibrated per query to bound a Wilson 90% CI. You get a statistically valid report in your inbox in ~5 minutes.
The methodology
SparkToro and Gumshoe ran 2,961 prompt tests across 600 volunteers in late 2025. AI platforms returned the same brand list less than 1% of the time when asked the same question. Single-poll audits measure noise, not signal. We replicate every reading enough times to compute a real Wilson 90% confidence interval on each query.
Email for delivery.
Enter your email to get started. Next step: drop your URL and the 5 queries you'd most want to be cited for.
What you get
- Overall citation rate — how often your domain appeared across all queries × engines.
- Per-query breakdown with Wilson 90% confidence intervals — where you dominate, where you're invisible.
- Top 15 sites cited instead of you — the brands AI search treats as authoritative for your category.
- Methodology callout — exactly what we ran, so you can compare against any other tool.
What this kit does NOT do
It tells you whether AI search knows about you on 5 questions on 1 AI platform. It does not give you the head-to-head picture, the per-query verdict, or the content-gap map. For that, the next step is the $149 Snapshot Audit — 15 buyer-intent questions across 4 AI search platforms (ChatGPT, Perplexity, Google AI Overviews, and Claude), head-to-head against 2 competitors of your choice, with Wilson 90% confidence intervals per query and an expert review on the content gaps to close. 24 hours from purchase to inbox.