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About

Lettertrace is an open source AI visibility monitoring platform that measures how often Claude, ChatGPT, Gemini, and Google AI Overviews mention and recommend a brand. Users add the topics their buyers ask about, and the platform automatically generates natural prompt variations to monitor how AI assistants actually answer those questions. Every run becomes a datapoint, allowing teams to track visibility, prominence, sentiment, and share of voice per topic and model over time. Competitor benchmarking shows how often rival brands appear, which companies AI models recommend, and how a brand performs against each competitor. Reports turn raw AI answers into the metrics AEO and GEO teams need, including brand visibility, share of voice, sentiment, recommendations, and competitive performance. Scheduled monitoring can run daily or weekly to build actionable trend lines, while multi-model analysis makes it possible to compare results across answer engines side by side.

About

MarketHQ is a cloud-based market intelligence and visibility platform for founders, marketing teams, agencies, and brands. It monitors public conversations across online communities, social channels, blogs, and news, and compares brand and competitor presence. Its AI visibility feature asks tracked buying questions across six AI assistants weekly, records brand and competitor mentions, and identifies sources cited in AI answers. The platform organizes findings into ranked opportunities and action plans, with drafts for replies, outreach, and SEO content. Users can review evidence behind mentions, monitor keywords and competitors, and retrieve data through the REST API or MCP server. Paid plans set monthly limits for monitored mentions, keywords, competitors, and AI questions. MarketHQ supports teams that want to track market conversations, assess visibility in AI answers, and coordinate follow-up work.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Marketing and brand teams needing to monitor how AI assistants mention, recommend, and position their brand against competitors over time

Audience

Brands, marketing teams, agencies, and founders who want to be recommended in AI answers and track competitor mentions.

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Not Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

$29/month
Lite is $29/month, Startup $99/month, Growth $199/month, and Enterprise starts at $499/month. Lite and Startup include a four-day trial; a card is required and billing starts on day four unless canceled. Growth is charged at signup. Annual billing is available with two months free.
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Lettertrace
United States
lettertrace.com

Company Information

MarketHQ
Founded: 2026
India
markethq.ai

Alternatives

Alternatives

Citevant

Citevant

Cognitheon OÜ
Greater Than Services

Greater Than Services

Velcro Ventures (OPC) Pvt Ltd
Depra AI

Depra AI

Wizthinkers

Categories

Categories

Integrations

ChatGPT Supported
Claude Supported
Claude Code Not Supported
Claude Desktop Not Supported
Cursor Not Supported
Gemini Supported
Google AI Overviews Supported
Model Context Protocol (MCP) Not Supported

Integrations

ChatGPT Not Supported
Claude Not Supported
Claude Code Supported
Claude Desktop Supported
Cursor Supported
Gemini Not Supported
Google AI Overviews Not Supported
Model Context Protocol (MCP) Supported
Claim Lettertrace and update features and information
Claim Lettertrace and update features and information
Claim MarketHQ and update features and information
Claim MarketHQ and update features and information