Chatoptic

Diploria AI is an AI visibility platform that tracks, analyzes and optimizes how brands are mentioned and recommended by ChatGPT, Claude, Gemini, Perplexity, Grok, Copilot and other AI engines, benchmarking you against competitors to win more AI recommendations. Track - Runs prompts through live APIs on 12 major AI engines incl. Google AI Mode/Overviews, storing every real response, on a schedule you choose. Analyze - A 0-100 Visibility Score benchmarks how often your brand appears in AI answers, weighted across prompts, engines and locations. Track sentiment, benchmark competitors, simulate markets. Optimize - The AI Readiness Scan audits any URL out of 100 across five pillars, delivering a prioritized checklist. Connect Google Analytics 4 to see real AI referral traffic from ChatGPT, Perplexity, Claude, Gemini and other sources. Built for brands and agencies: manage client brands, export reports, invite your team with role-based access. Free plan available/no card req.

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.