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CLUSTER BRAND-CHATGPT-CLAUDE · 13 ENTRIES · EARLIEST ENTRY 2026-09-11

AI brand visibility monitoring

This cluster focuses on monitoring and improving how brands appear in AI chatbot responses across platforms like ChatGPT, Claude, and Gemini. The dated history is too thin to read a shape from, as only two dated entries predate the index. Traction is led by 'open' with one star, while the other two members have none.

Entry timeline

ENTRY TIMELINE

JUN 2025: 1JAN 2026: 1AUG 2026: 2SEP 2026: 6OCT 2026: 3
JUN 2025OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 2 ai-built · 11 unlabelled

Operator · 2 hobby · 2 indie · 1 commercial · 8 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 13 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01open160★13 dayslivecommercialSelf-hosted brand monitoring app that tracks how AI assistants mention and cite a brand across ChatGPT, Claude, Perplexity, Gemini and Google AI Overviews.
  2. 02craftsail-growth8★18 days—Self-hosted dashboard that tracks how AI chatbots mention and cite a brand, compares share of voice with competitors, and audits sites for AI search visibility.
  3. 03ai-visibility-checker4★10 daysliveindieWeb tool that checks whether AI chatbots mention a brand in answers to buyer questions and reports competitors and sources.
  4. 04prompt-tracker3★7 days—hobbySelf-hosted web app that tracks how AI answer engines mention a brand, stores responses, and scores visibility and stance over time.
  5. 05blip0★16 days—Web app that tracks how AI chatbots mention a brand in responses, measuring visibility, position, citations, and share of voice.
  6. 06overheard-ai0★17 days—Local-first brand monitoring tool that measures how often a company appears in AI assistant answers, tracking mentions and rankings.
  7. 07Cyted0★7 days—Web app that monitors how often and how positively a brand is recommended by AI assistants, showing visibility across OpenAI, Gemini, and Claude.
  8. 08kollab0★7 mostalelivehobbyWeb app that helps content creators track brand partnership deals, payments, and deadlines using AI-parsed data extracted from direct messages.
  9. 09Face2Brand-AI0★1 yrabandonedliveAI app that turns personality insights into personal brand strategies.
  10. 10GEO Optimizing AI | 강력한 무료 GEO 분석0★unknownliveWeb app that diagnoses how a brand appears in AI chatbots like ChatGPT and Claude and provides optimization strategies.
  11. 11AI Brand Tracker by metehan.ai0★unknownliveai-builtindieAI tool that tracks brand mentions and sentiment across the web to help marketers monitor online reputation.
  12. 12BrandLens AI – Don't Let AI Hallucinate Your Brand Away0★unknownliveai-builtBrand monitoring tool that tracks how AI chatbots perceive a business and flags inaccurate AI-generated statements about it.
  13. 13SignalRank - AI Visibility Tracker0★unknownliveAnalytics web app that tracks brand mentions in AI answers across ChatGPT, Claude, and Gemini, providing visibility scores and insights.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.