LegitShow is the trusted source on every launched service — web apps, SaaS, AI tools, MCP servers and developer tools: what each one does, who it’s for, and how it actually holds up, measured by an objective 7-Frame production-readiness benchmark taken deterministically from the public surface. How we measure →


Legit.Show benchmarks every launched service it lists — measured deterministically from the public surface. See the methodology →

Cross-links · Directory · Reports · Insights · What AI reads · Methodology · About

Privacy · Terms · @Legit_Show on X · GitHub · operated by Madeflo Inc., a Delaware corporation. Benchmark engine powered by commit.show.

Data & Analytics

LLM Visibility

Last updated 2026-06-30 · benchmark checked 2026-08-12 · unchanged since 2026-08-09 — deterministic & reproducible

Track your brand's visibility in ChatGPT and Gemini responses.

68/100
Legit Benchmark — the simple average of 7 measured frames. Frames we could not measure are left out of the average, never counted as zero. Every frame is shown below with its evidence.

Is LLM Visibility production-ready?

Legit.Show scores LLM Visibility 68 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on LLM Visibility (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Discoverability; its weakest is Privacy. Every frame it averages is published with its evidence on the Legit.Show listing.

The 7 Frames

What we measured

Who built it

Leo Ramos

Who it's for

Solo marketers · Small businesses · Brand teams · Marketing agencies · Large portfolios

Pricing

Starter $29/mo (1,000 credits), Pro $79/mo (2,800 credits), Agency $199/mo (7,000 credits), Scale $499/mo (18,000 credits). 7-day free trial, 14-day refund if <20% credits used.

Visit LLM Visibility → · Alternatives to LLM Visibility → · How this was measured →

See how LLM Visibility ranks among tested ai visibility tracker products →