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ease
features
design
support

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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

Sentiment Search focuses on delivering valuable review insights for various dining establishments, including restaurants, cafes, pubs, and cloud kitchens. Our service equips marketing, operations, and guest experience teams with advanced customer sentiment insights sourced from review sites, social media platforms, and internal feedback mechanisms. These specialized metrics tailored for the industry enable businesses to assess every facet of their operations in comparison to competitors, identify areas of improvement, and ultimately enhance their online ratings. Additionally, we provide senior management with a comprehensive overview of their brand's performance and highlight underperforming locations. With our tools, businesses can also observe industry-specific trends and monitor shifts in customer sentiment following changes in staff, menu offerings, and renovations. Furthermore, we enable benchmarking of sentiment both at individual locations and for the brand as a whole against industry rivals, thus fostering informed decision-making and strategic planning.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

ChatGPT
Claude
Gemini
Google AI Overviews

Integrations

ChatGPT
Claude
Gemini
Google AI Overviews

Pricing Details

Free
Free Trial
Free Version

Pricing Details

No price information available.
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

Sentiment Search

Founded

2019

Country

United Kingdom

Website

www.sentimentsearch.com

Product Features

Marketing Analytics

A/B Testing
Campaign Management
Channel Attribution
Customer Journey Mapping
Dashboard
Performance Metrics
Predictive Analytics
ROI Tracking
Social Media Metrics
Website Analytics

Alternatives

Alternatives