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Description
Lettertrace is a platform designed for open-source AI visibility monitoring that tracks the frequency with which AI models like Claude, ChatGPT, Gemini, and Google AI Overviews mention and endorse specific brands. Users input the topics their customers frequently inquire about, and the platform efficiently creates diverse natural prompts to observe how AI assistants respond to these queries. Each monitoring session generates valuable data points, enabling teams to assess visibility, prominence, sentiment, and share of voice related to various topics and models over time. Additionally, competitor analysis reveals how often competing brands are referenced, which entities are recommended by AI, and how a particular brand stacks up against its rivals. The generated reports transform raw AI responses into essential metrics that AEO and GEO teams rely on, such as brand visibility, share of voice, sentiment analysis, recommendations, and competitive standings. By offering scheduled monitoring options on a daily or weekly basis, the platform helps create actionable trend lines, while its multi-model analysis capability allows for a side-by-side comparison of results from different AI answer engines, providing a comprehensive view of brand performance. This multifaceted approach equips brands with the insights necessary to refine their strategies in an increasingly competitive marketplace.
Description
MarketHQ serves as a cloud-based platform dedicated to market intelligence and visibility, catering to founders, marketing teams, agencies, and brands. It keeps track of public discussions across various online communities, social media, blogs, and news outlets while evaluating the presence of both brands and their competitors. With its AI visibility feature, the platform poses buying-related questions to six AI assistants on a weekly basis, capturing mentions of brands and competitors, and pinpointing sources referenced in the AI-generated responses. The findings are systematically organized into prioritized opportunities along with actionable plans, which include drafts for responses, outreach initiatives, and SEO content creation. Users also have the capability to examine the evidence behind the mentions, monitor relevant keywords and competitor activity, and access data via the REST API or MCP server. Paid subscription plans establish monthly caps on the number of monitored mentions, keywords, competitors, and AI inquiries. MarketHQ is designed to assist teams in effectively tracking market conversations, evaluating their visibility in AI responses, and streamlining follow-up tasks, thereby enhancing their overall marketing strategy. The platform ultimately empowers users to make informed decisions based on comprehensive market insights.
API Access
Has API
No
API Access
Has API
Yes
Integrations
ChatGPT
Yes
Claude
Yes
Claude Code
No
Claude Desktop
No
Cursor
No
Gemini
Yes
Google AI Overviews
Yes
Model Context Protocol (MCP)
No
Integrations
ChatGPT
No
Claude
No
Claude Code
Yes
Claude Desktop
Yes
Cursor
Yes
Gemini
No
Google AI Overviews
No
Model Context Protocol (MCP)
Yes
Pricing Details
Free
Free Trial
No
Free Version
Yes
Pricing Details
$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 Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Lettertrace
Country
United States
Website
lettertrace.com
Vendor Details
Company Name
MarketHQ
Founded
2026
Country
India
Website
markethq.ai