Citarra
Citarra is an AI visibility tracking platform that shows how your brand appears in ChatGPT, Perplexity, Google AI Overviews, Grok and Claude. Add the buyer questions your customers ask AI assistants and the competitors you care about. Citarra runs them every day across all five engines and records whether your brand is mentioned or recommended, in what position, and which competitors win instead. Every result keeps the original answer and the sources the engine cited, so marketing and SEO teams can see which review sites, listicles, communities and publishers shape AI recommendations in their market. Source opportunities rank the domains where competitors are cited and you are not, and an experiment log helps you check what actually moved your AI share of voice. Questions can be grouped by category, audience, funnel stage, country and language, with exports and shareable reports.
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Noble
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
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MentionedOn
MentionedOn gives brands a repeatable view of their visibility in AI-generated answers. It runs configured buyer questions across selected AI assistants, records whether and where a brand appears, retains answer evidence, and compares results with selected competitors. Scheduled monitoring, history, reports, and alerts help teams observe changes and investigate what shaped each result. Results vary by assistant, prompt, location, and time.
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Monroya
Monroya helps B2B and SaaS companies track and improve how ChatGPT, Claude, Gemini, and Perplexity describe and recommend them to buyers. As AI assistants become a bigger part of buyer research, Monroya tracks visibility across the Discovery, Evaluation, and Decision stages of the buyer journey — not a single blended score, but a stage-by-stage breakdown showing exactly where a company wins or loses against named competitors. Each tracked prompt runs multiple times per AI model to account for response variance. The platform includes a free AI-readiness check (no signup), a prioritized opportunity queue with ranked, actionable fixes, a Reddit Gaps feature that finds threads where competitors are mentioned and the customer isn't, and ongoing rescans that confirm whether a specific fix actually moved the needle. Built solo by a 25-year marketing veteran using AI-assisted tools.
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