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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
Friction AI serves as a visibility platform for artificial intelligence that monitors the responses of generative AI assistants—such as ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews—when posed with purchase-intent inquiries regarding a brand and its rivals. This platform evaluates brand awareness, visibility, sentiment, and the rates of recommendations on a daily and weekly basis, while also revealing the citations, sources, and mentions of competitors that contribute to each outcome. Businesses leverage friction AI to understand the reasons behind AI assistants favoring competitors in shopping, comparison, and key category queries, thereby enabling them to conduct structured experiments aimed at bridging those gaps. Additionally, the insights provided by friction AI empower brands to refine their strategies and improve their positioning in a competitive market landscape.
API Access
Has API
API Access
Has API
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Pricing Details
Free
Free Trial
Free Version
Pricing Details
$69/month
Free Trial
Free Version
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Deployment
Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Customer Support
Business Hours
Live Rep (24/7)
Online Support
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Types of Training
Training Docs
Webinars
Live Training (Online)
In Person
Vendor Details
Company Name
Lettertrace
Country
United States
Website
lettertrace.com
Vendor Details
Company Name
friction AI
Founded
2025
Country
United Arab Emirates
Website
www.frictionai.co