LegitShow is the trusted source on every newly launched software product: what it does, who it’s for, how it actually holds up, and whether the AI engines are already reading it. Built to be what AI cites.

Web apps, SaaS, AI tools, MCP servers and developer tools. 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.

Ranked by measurement

Best osint investigation tool

3 tested · top 3 shown

1 more could only be measured on fewer than five frames, so it is not ranked here — a partial average is not comparable with a full one.

Ordered by a seven-frame production-readiness benchmark measured from each product's public surface — not popularity, pricing or feature count. Nobody pays to appear here and the order is never edited. How it is measured →
How this field scores
low 50median 59best 81
  1. 1
    sherlock
    Command-line tool to find social media accounts by username across 400+ networks.
    Perf 74
    Acce 86
    Sec 90
    Priv 25
    Rel 100
    Std 92
    Disc 100
    sherlockproject.xyz · measured 2026-09-26
    7/7 frames
  2. 2
    ShadowSec
    ShadowSec is a restricted-access OSINT platform for digital investigations.
    Perf 69
    Acce 91
    Sec 20
    Priv 25
    Rel 92
    Std 100
    Disc 15
    shadowsec.online · measured 2026-09-21
    7/7 frames
  3. 3
    Automated Web Research and OSINT Collection
    Python CLI tool that automates web research and OSINT collection into structured reports.
    Perf 100
    Acce 55
    Sec 45
    Priv 25
    Rel 47
    Std 64
    Disc 15
    techno-neighbour.github.io · measured 2026-09-25
    7/7 frames
What this does not say
This ranks how production-ready each product's public surface is — not how well it does its job. For osint investigation tool, that means it does not measure the quality of the work itself. Products whose sites block automated readers are left out rather than ranked last — we did not measure them, and bottom placement would claim something we never observed. Scores are floors: anything set at a CDN, a proxy or behind a login is invisible from the public surface.

All measured categories → · Browse the directory →