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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
Trocial is an innovative AI Recommendation Intelligence platform designed to assist businesses in enhancing their understanding of how AI systems identify, interpret, and advocate for their brand. By keeping an eye on the representation of companies across platforms like ChatGPT, Gemini, and Perplexity, Trocial evaluates key metrics such as AI Visibility, Recommendation Share, Competitive Position, Citation Strength, and Brand Accuracy, while also pinpointing reasons why competitors might be favored. The platform translates these findings into actionable strategies, offering enhancements like citation optimization, AI-friendly brand content, targeted buyer-intent material, and recommendations for FAQ/schema improvements, along with other visibility enhancements. Additionally, Trocial features BrandGraph, which serves as a structured repository of company data, including facts, products, capabilities, markets, proof, and citations. Subscribers to paid plans benefit from continuous monitoring, insights on competitors, prioritized action items, comprehensive reporting, white-label services, and access to APIs and MCPs, ensuring they stay ahead in a competitive landscape. Ultimately, Trocial empowers brands to navigate the complexities of AI recommendations effectively.
API Access
Has API
No
API Access
Has API
No
Screenshots View All
No images available
Integrations
ChatGPT
No
Claude
No
Gemini
No
Google AI Overviews
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
Pricing Details
SGD59/month/user
Free Trial
Yes
Free Version
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
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)
Yes
In Person
Yes
Vendor Details
Company Name
Lettertrace
Country
United States
Website
lettertrace.com
Vendor Details
Company Name
Trocial
Founded
2026
Country
Singapore
Website
www.trocial.com