Lettertrace vs Open Analytics

A side-by-side look at what Lettertrace and Open Analytics publish about pricing, plans and features.

This page sets the two products' recorded data side by side. It is not an editorial review — nobody has tested either product for this page, and the figures below are not independently verified. Read how we handle data and what each label means.

Values as recorded in this guide. Where a figure carries no source, it is marked unverified — confirm on the vendor's own pages before acting on it.
FieldLettertraceOpen Analytics
CategoryAnalyticsAnalytics
Entry priceFree plan only$9/mo
Free planYesYes
Free trialNoNo
Tagged forStartupsStartups
ProductHunt 375256
From ProductHunt, checked 31 Aug 2026

Where they differ

  • Lettertrace does not publish an entry price; pricing is quote-based.

Head to head

Lettertrace

Lettertrace is a free, developer-first tool designed to help users monitor their AI visibility across prominent large language models such as ChatGPT, Claude, and Gemini. It allows for tracking how often a brand or company is mentioned by these AI agents by integrating with the user's existing API keys, thereby ensuring data control and privacy. The platform provides real-time insights and detailed analytics reports through a user-friendly dashboard.

Reported strengths

  • Completely free to use
  • Leverages user's own API keys for data control and privacy
  • Provides real-time AI visibility metrics

Reported drawbacks

  • Primarily designed for technical users
  • Limited information on advanced features or integrations
  • No dedicated support channels explicitly mentioned

Open Analytics

Open Analytics is an open-source, privacy-first web analytics platform designed as an AI-native alternative to Google Analytics. It offers real-time visitor tracking, funnels, and revenue analytics, including Stripe integration, using a lightweight, cookieless script. The platform prioritizes GDPR compliance without requiring consent banners and supports AI tool integration. Users can self-host the solution or opt for a hosted version, providing flexibility and data ownership. It aims to deliver comprehensive insights while respecting user privacy.

Reported strengths

  • Strong focus on privacy and cookieless tracking
  • Integrates revenue attribution directly with analytics
  • Open-source and self-hostable for full data control

Reported drawbacks

  • Relatively young platform compared to established alternatives
  • May require more technical setup for self-hosting
  • Limited public reviews and community compared to mature tools