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.

AI & Agents

TraceAIO

Last updated 2026-06-30 · benchmark measured 2026-08-09 — deterministic & reproducible

Track your brand mentions across ChatGPT, Perplexity, Gemini, and other LLMs.

65/100
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 TraceAIO production-ready?

Legit.Show scores TraceAIO 65 out of 100 — the simple average of its 7 measured frames. Legit.Show ran its deterministic 7-Frame production-readiness benchmark on TraceAIO (public-surface assessment), measured from the public surface with no LLM in the scoring path. Its strongest frame is Reliability; 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 it's for

Marketing teams · Brand managers · Competitive analysts · LLM researchers · Businesses

Pricing

Free local container (~1 prompt/min); ~$0.05/prompt with 3rd party proxy (~15 prompts/min); Pay-per-token for OpenAI/Anthropic API models

Visit TraceAIO → · Alternatives to TraceAIO → · How this was measured →

See how TraceAIO ranks among tested ai visibility tracker products →