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About

Lettertrace is an open source AI visibility monitoring platform that measures how often Claude, ChatGPT, Gemini, and Google AI Overviews mention and recommend a brand. Users add the topics their buyers ask about, and the platform automatically generates natural prompt variations to monitor how AI assistants actually answer those questions. Every run becomes a datapoint, allowing teams to track visibility, prominence, sentiment, and share of voice per topic and model over time. Competitor benchmarking shows how often rival brands appear, which companies AI models recommend, and how a brand performs against each competitor. Reports turn raw AI answers into the metrics AEO and GEO teams need, including brand visibility, share of voice, sentiment, recommendations, and competitive performance. Scheduled monitoring can run daily or weekly to build actionable trend lines, while multi-model analysis makes it possible to compare results across answer engines side by side.

About

RivalSweeper is an AI-powered ecommerce competitive intelligence platform built for D2C and B2C brands that need to monitor competitor activity in real time. The platform tracks catalog changes, pricing shifts, marketing campaigns, shipping updates, product launches, promotions, AI visibility, and agent readiness across competitor domains. Teams can use RivalSweeper to detect new products, removed items, discount strategies, newsletter activity, website changes, tech stack updates, logistics providers, payment options, and market positioning shifts. Its AI visibility monitoring shows how ChatGPT, Claude, Gemini, Copilot, and other AI engines view, rank, and recommend a brand compared with competitors. RivalSweeper also includes smart alerts, gap analysis, historical intelligence, exportable reports, API access, MCP support, Reddit brand monitoring, and an AI agent for asking competitive questions in plain English.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

Marketing and brand teams needing to monitor how AI assistants mention, recommend, and position their brand against competitors over time

Audience

RivalSweeper is best suited for ecommerce managers, marketing directors, growth teams, D2C founders, B2C brands, and competitive intelligence teams that need real-time monitoring of competitor pricing, catalog changes, marketing activity, shipping updates, AI visibility, and market opportunities

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

Free
Free Version
Free Trial

Pricing

$39/month
Free Version
Free Trial

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Lettertrace
United States
lettertrace.com

Company Information

RivalSweeper
Founded: 2024
Israel
www.rivalsweeper.com

Alternatives

Alternatives

Tune Sweeper

Tune Sweeper

Wide Angle Software

Categories

Categories

Integrations

ChatGPT
Claude
Gemini
Google AI Overviews

Integrations

ChatGPT
Claude
Gemini
Google AI Overviews
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