MentionedOn

Noble is a specialized software platform designed to help SEO agencies and in-house SEO teams get discovered in AI-powered search results. As AI search engines like ChatGPT, Google AI Overview, Claude, and Perplexity increasingly replace traditional blue-link search, Noble focuses on securing brand mentions in the articles and forums that large language models cite. The platform identifies visibility gaps by analyzing prompts where your brand does not appear and pinpointing the exact publishers and forums influencing AI answers. Noble then automates content creation, outreach, negotiation, and payment to ensure your brand is mentioned in those sources. For community-driven platforms like Reddit and Quora, Noble supports customer-led posting through structured outreach workflows. By focusing on brand mentions rather than backlinks alone, Noble helps brands increase discoverability in AI-generated answers. This approach delivers measurable visibility improvements with a proven conversion

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.