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ease 0 out of 5 stars
features 0 out of 5 stars
design 0 out of 5 stars
support 0 out of 5 stars

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Average Ratings 0 Ratings

Total 0 out of 5 stars
ease 0 out of 5 stars
features 0 out of 5 stars
design 0 out of 5 stars
support 0 out of 5 stars

No User Reviews. Be the first to provide a review:

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Description

Contentstack Canoe serves as a cloud-based AI visibility monitoring tool designed for marketing, SEO, and content teams as well as agencies, enabling them to track how various AI search platforms present and suggest their brands. By simply inputting a website domain, users can access a comprehensive brand profile that includes insights on products, competitors, target personas, and common buyer inquiries prior to setting up monitoring systems. The platform utilizes advanced AI tools such as ChatGPT, Gemini, Perplexity, and Claude to pose questions based on a tailored strategy, while also conducting web searches to generate reports that detail brand mentions, visibility rankings, overall sentiment, competitor analysis, cited sources, and prioritized recommendations. With the capability to produce both scheduled and on-demand reports, Contentstack Canoe facilitates ongoing evaluation, and its site audit feature determines the accessibility of the website to AI crawlers. This innovative solution operates without the need for software installation or alterations to the site and does not depend on Contentstack CMS. Users can start with a free plan that covers ChatGPT and Gemini, while the Growth plan unlocks access to all four AI engines, API and MCP capabilities, as well as increased monitoring thresholds, thereby enhancing the overall user experience. Additionally, this tool allows teams to streamline their marketing strategies and improve brand visibility in an increasingly competitive landscape.

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.

API Access

Has API Yes 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

ChatGPT Yes 
Claude Yes 
Gemini Yes 
Claude Code Yes 
Claude Desktop Yes 
Claude Duet No 
Claude for Legal No 
Codex CLI Yes 
Contentstack Yes 
Cursor Yes 
Google AI Overviews No 
Model Context Protocol (MCP) Yes 
OpenAI Yes 
Perplexity Yes 
Visual Studio Code Yes 

Integrations

ChatGPT Yes 
Claude Yes 
Gemini Yes 
Claude Code No 
Claude Desktop No 
Claude Duet Yes 
Claude for Legal Yes 
Codex CLI No 
Contentstack No 
Cursor No 
Google AI Overviews Yes 
Model Context Protocol (MCP) No 
OpenAI No 
Perplexity No 
Visual Studio Code No 

Pricing Details

$0
The Free plan costs $0 and includes one brand, 20 monthly prompts, ChatGPT and Gemini, a monthly report, and a site audit. Growth costs $279/month or $2,790/year at limited-time launch pricing and includes five brands, 2,000 monthly prompts, all four engines, API and MCP access, and daily, weekly, or monthly runs. Existing Contentstack enterprise customers receive Growth access at no extra charge through December 31, 2026. Optional one-time add-ons cost $119 per 400-prompt pack or $59 per extra brand.
Free Trial No 
Free Version Yes 

Pricing Details

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 Yes 

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

Contentstack

Founded

2018

Country

United States

Website

canoe.contentstack.com

Vendor Details

Company Name

Lettertrace

Country

United States

Website

lettertrace.com

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