Nicheloom visits: 58,069 all-time · 7,637 in the last 7 days

The opportunity tracker for new startups.

Today: 1,953 launches · Niche of the day: specialized calculation tools · See what launched today →

TokenTrust

TrustMRR for AI developers: verified Claude Code usage

Get picks like this daily. Today's launch numbers, the top launches, AI and tech news, and a daily opportunity pick, straight to your inbox.

Want to reach these readers? Sponsor an issue.

TokenTrust is like TrustMRR, but for AI developers: show how much you're using AI and let other people find you. One command connects Claude Code and Codex. Every response is checked by its provider id, and prompts and code are never sent.

PH · launched Nov 9, 2026 · 1 upvote (top 65%) · 0 views

Niche: ai token and inference cost trackers · 82 launches, 5 in the last 7 days · Explore this niche →

Category and tags

  • Horizontal
  • Analytics & BI
  • Developer
  • AI-native
  • Commercial product
  • Productivity
  • Developer Tools
  • Artificial Intelligence

Visit website ↗ Source listing ↗

Could you build this?

Yes The core is a CLI that reports usage plus a public profile and leaderboard, which are standard web and CLI builds, even if verifying usage against provider data needs some care.

Competitors

Other products that read as similar to this one : 604 launches clear the similarity bar, closest 8 shown.

Attention rank: #365 of 605 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 368 days after the earliest competitor.

  • tokenproof · ph · 2026-11-01 · 2 upvotes · similarity 0.57
  • TokenFin · ph · 2026-10-05 · 1 upvotes · similarity 0.51
  • Know Your Tokens · ph · 2026-10-04 · 1 upvotes · similarity 0.51
  • CodeRail · ph · 2026-11-01 · 1 upvotes · similarity 0.49
  • haskie · ph · 2026-10-13 · 8 upvotes · similarity 0.49
  • Meter Gateway · ph · 2026-10-14 · 2 upvotes · similarity 0.48
  • Mandu · ph · 2026-10-21 · 2 upvotes · similarity 0.48
  • Token Bank · ph · 2026-10-21 · 2 upvotes · similarity 0.48

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.