LiveMentions
LiveMentions is an AI brand visibility and AI search monitoring platform that helps businesses understand how their brands appear in AI-generated answers.
As customers increasingly use AI assistants to research products, compare companies, and find recommendations, traditional search rankings don't provide the complete picture. LiveMentions helps businesses monitor and measure their presence across major AI platforms, including ChatGPT, Claude, Gemini, and Perplexity.
Businesses can create Topics representing the areas they want their brand to be associated with, then turn those topics into realistic Prompts based on questions potential customers may ask. LiveMentions runs these prompts across supported AI platforms and captures the resulting AI answers for analysis.
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Knownwise
Knownwise helps brands and marketing teams track how ChatGPT, Claude, Gemini, and Perplexity answer buyer questions about their category. Its dashboard records brand mentions, competitor recommendations, answer position, sentiment, and cited sources, making it possible to compare visibility across AI assistants over time. Users can run a free site audit that scores AI readiness and highlights issues affecting how assistants read and cite a website. Paid plans schedule recurring answer tracking across all four assistants, with plan-based prompt and answer limits, alerts, and analytics connections. On eligible plans, an agent can prepare website fixes as GitHub pull requests for review; users approve changes before they go live. The service also offers a free brand check and audit for evaluating AI search visibility.
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tobecited
tobecited shows brands how they appear in AI assistants. We run your real buying questions through ChatGPT, Claude, Gemini and Perplexity, record who gets recommended and who gets cited, and compare you against the competitors that show up instead of you.
The result is not an abstract score. Every answer comes with the verbatim excerpt behind it, so you can see the exact sentence where a competitor was recommended in your place, and the gaps that explain it.
The first audit is free — no card, no sales call — and it puts every one of your questions to all four assistants. Paid runs add what the free one leaves out: the competitor breakdown behind each answer, and the fixes that close the gaps — llms.txt, structured data, page titles, FAQ blocks, written against your actual pages. Ongoing monitoring re-runs the same questions week over week, so you can see whether your visibility in AI answers is actually moving.
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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.
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