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Lettertrace
vs Siftly

Lettertrace vs Siftly: Features, Pricing and Fit

A strong like-for-like option in AI Search Visibility.

Compare features, pricing and fit

Listed product details for Lettertrace and Siftly
Detail	Lettertrace	Siftly
Overview	This tool allows users to track specific topics, automatically generate a variety of prompts to simulate real user queries, and observe trends over time. Its self-hostable nature means you retain full control over your data and API keys, providing a transparent and customizable approach to AI monitoring.	Siftly is an AI search tool that tracks AI visibility, citations, crawler logs, and drafts to improve brand presence. It supports businesses in monitoring their brand's presence and competitive position in AI responses, analyzing brand mention distribution and competitive landscape, and optimizing for the conversations that drive purchases. Siftly offers a free plan, and pricing starts at $79/month. It is best for businesses looking to improve their AI search visibility and drive purchases.
Listed features	Monitor Brand Mentions: Measures how often your company is mentioned by AI models like Claude, ChatGPT, and Gemini in response to specific topics. Automated Prompt Generation: Converts your core topics into dozens of natural-sounding prompt variations, simulating real user queries for comprehensive tracking. Performance Trend Analysis: Tracks brand visibility, prominence, and sentiment week over week, providing historical data to observe trends. Competitor Benchmarking: Compares your brand's share of voice, recommendations, and mentions against specified rival brands within AI answers. Bring Your Own Key & Multi-Model Support: Uses your existing API keys for Anthropic, OpenAI, and Google, while supporting concurrent monitoring across various AI models.	AI Brand Monitoring AI Prompt Tracking AI Citation Tracking AI Crawler Traffic GEO Content & Outreach SocialsThreads and feeds engines quote
Best suited to	Marketing and Brand Teams: For understanding and managing brand perception within AI assistant answers. SEO and AEO/GEO Professionals: To track visibility, share of voice, and sentiment metrics relevant to AI search optimization. Developers and Tech-Savvy Users: Who prefer open-source tools, self-hosting, and full control over their data and infrastructure.	Businesses
Limitations and fit	Requires Technical Setup: Users need to install the CLI and configure Supabase and API keys, which may require some technical comfort.	Not listed
Pricing model	Free	Subscription, Freemium
Listed price	Not listed	Not listed Check current pricing
Platforms	MacOS, Browser, Windows	Web