Data & Analytics
LLM Scout
Last updated 2026-06-24 · benchmark measured 2026-08-09 — deterministic & reproducible
LLM Scout tracks and measures your brand's visibility across AI search models.
Is LLM Scout production-ready?
Legit.Show scores LLM Scout 83 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on LLM Scout (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Reliability; its weakest is Performance. Every frame it averages is published with its evidence on the Legit.Show listing.
The 7 Frames
- Performance — 61/100
- Accessibility — 94/100
- Security — 80/100
- Privacy — 75/100
- Reliability — 100/100
- Standards — 87/100
- Discoverability — 87/100
What we measured
- Security headers present: CSP, HSTS, X-Frame-Options.
- Served over HTTPS with a valid certificate.
- Real Lighthouse performance run — 575 ms to first byte.
- Returns a proper 404 for unknown routes.
- 3 of 3 sampled routes reachable.
- Has a reachable privacy policy.
- Sets cookies / loads scripts with no consent prompt.
- Discoverable: structured data, sitemap, canonical URL.
Who it's for
Marketing teams · SEO teams · Content teams · Agencies · Brand managers
Pricing
Free 7-day trial; Standard plan $39.99/month
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