Lettertrace
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.
Learn more
RHM Digital
RHM Digital is an AI visibility platform that helps businesses understand and improve how they appear across AI search engines like ChatGPT, Claude, Gemini and Perplexity. The platform automatically generates relevant prompts, monitors brand mentions, rankings, sentiment and Share of Voice, tracks competitors, identifies content gaps, performs AI-ready SEO and GEO audits, and provides prioritized action plans to increase AI visibility. Businesses gain continuous insight into how AI models perceive their brand and receive practical recommendations to become cited and recommended more often.
Learn more
RankPrompt
RankPrompt is a platform built for “Answer Engine Optimization” (AEO) that helps businesses and marketers measure, track, and improve how often and how prominently their brand appears in answers generated by major AI assistants and large-language-model tools (like ChatGPT, Google Gemini, Perplexity, Grok, and others). RankPrompt lets you scan real user prompts to see whether these assistants mention your brand (or competitors’), then tracks your visibility over time across multiple platforms. It offers prompt-level insight, showing not only whether you appear, but under which questions/prompts, and how often. It also benchmarks your performance against competitors, flags visibility gaps, and gives actionable recommendations: for example, optimizing schema markup, improving citations, or content structure, all to increase your chances of being cited or recommended by AI. Through its trend-monitoring tools, you can track how visibility changes after content updates, PR efforts, and more.
Learn more
Goodie
Goodie AI is an answer engine optimization (AEO) and GEO platform that tracks how brands appear in AI search across ChatGPT, Gemini, Google AI Overviews, Perplexity, Claude, Meta AI and Amazon Rufus. Teams use prompt research and search volume data to find the questions that matter in their category, then monitor mentions, citations, sentiment and share of voice against competitors. Citation source analysis shows which publications, review sites and owned pages shape each model's answers. The AI Optimization Hub turns gaps into prioritized recommendations for content, schema markup and earned media, and the AI Content Writer drafts optimized pages from them. Attribution ties AI referral traffic and conversions to revenue. Goodie scales to thousands of pages, SKUs and prompts across markets and languages for enterprise, ecommerce and SaaS brands.
Learn more