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Description
Knownwise provides brands and marketing teams with the ability to monitor how various AI platforms, including ChatGPT, Claude, Gemini, and Perplexity, respond to consumer inquiries related to their industry. The comprehensive dashboard tracks metrics such as brand mentions, competitor suggestions, response rankings, sentiment analysis, and referenced sources, enabling a longitudinal comparison of visibility among different AI assistants. Users can initiate a complimentary site audit that assesses AI preparedness and identifies potential issues impacting the way these assistants interpret and reference a website. For those opting for paid subscriptions, there are options for ongoing answer monitoring across all four platforms, which include limitations on prompts and answers based on the plan, as well as notification features and analytic integrations. Additionally, on certain plans, an agent can facilitate website modifications by preparing GitHub pull requests for user approval prior to implementation. The service also includes a no-cost brand assessment and audit to help measure AI search visibility effectively, ensuring brands understand their standing in the competitive landscape. This multifaceted approach helps businesses strategize and enhance their online presence in an increasingly AI-driven environment.
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
Integrations
ChatGPT
Yes
Claude
Yes
Cursor
Yes
Gemini
No
GitHub
Yes
Google AI Overviews
No
Google Analytics
Yes
Google Search Console
Yes
Model Context Protocol (MCP)
Yes
Integrations
ChatGPT
Yes
Claude
Yes
Cursor
No
Gemini
Yes
GitHub
No
Google AI Overviews
Yes
Google Analytics
No
Google Search Console
No
Model Context Protocol (MCP)
No
Pricing Details
$49/month
Starter is $49/month for one brand, 30 prompts, and 600 answers per month, with weekly runs. Pro is $149/month and Scale is $399/month. Additional brands are $39/month on Starter and $99/month on Pro or Scale. Annual billing offers a 20% discount.
Free Trial
Yes
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
No
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
Knownwise
Country
United States
Website
knownwise.com
Vendor Details
Company Name
Lettertrace
Country
United States
Website
lettertrace.com
Product Features
Product Features
Alternatives
No Alternatives