Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

Lettertrace

Track your AI visibility for free (using your own API keys!)

Details

External ID
1218357
Source
PH
Company
—
Product
Lettertrace
Website domain
producthunt.com
Launched
Aug. 12, 2026
Cohort
—
Upvotes
376
Upvotes percentile
0.8117977528089888
Tags
Open Source, Analytics, Marketing, GitHub
Fetched at
Sept. 7, 2026, 1:22 a.m.
Updated at
Sept. 7, 2026, 1:22 a.m.

Description

Lettertrace measures how often Claude, ChatGPT, and Gemini mention your company. But there's a catch: it's free, developer-first, bring-your-own-key, and open source.

Enrichment

Theme
AI visibility and marketing tools
Vertical
Horizontal
Function
Observability & eval
Audience
Developer
AI stance
AI feature
Project type
Commercial product
Normalized one-liner
api monitoring for ai applications
Manually corrected
False

Could you build this?

Yes The application sends automated queries to standard LLM APIs using BYO user keys, parses brand mentions from responses, and plots the results in a Supabase/Next.js dashboard or CLI.

Competitors

Other products that read as similar to this one — 135 launches clear the similarity bar, closest 8 shown.

Attention rank: #27 of 136 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 209 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a observability & eval tool for Media & entertainment yet.