{ "schemaVersion": 1, "id": "georank-owned-brand-2026-11-02", "subject": { "name": "GeoRank", "domain": "georank.stainaz.app", "url": "https://georank.stainaz.app/" }, "purpose": "Fresh owned-brand capture expressly prepared for the authorised public Phase 3 sample; no saved customer reports or earlier private experiments used.", "collectionMethod": "anthropic_api_web_search", "language": "English", "locale": "No verified country-local execution", "observations": [ { "id": "question-1", "prompt": "Search the web and answer in 3-4 sentences, no more than 120 words: Which tools can help a small B2B marketing team inspect AI-generated answers and citations about its brand? Name up to three tools. Do not give prices or guarantee outcomes.", "status": "succeeded", "answer": "A small B2B marketing team has several options for inspecting how AI tools describe and cite their brand. **Otterly.ai** is a \n\nsubscription-based AI citation tracking platform that monitors brand mentions and website citations across ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot\n\n. **Ahrefs Brand Radar** \n\nmonitors how frequently your brand, products, and key topics are cited across AI-generated answers on ChatGPT, Perplexity, and Bing Copilot\n\n, drawing on backlink data to explain citation patterns. **Semrush's AI Toolkit** similarly \n\ntracks brand mentions, citations, and sentiment in AI-generated answers across ChatGPT, Perplexity, Gemini, Google AI Mode, and Copilot\n\n, pairing that data with broader SEO workflows.", "sources": [ { "url": "https://blog.hubspot.com/marketing/ai-citation-tracking-tools", "title": "AI citation tracking tools to monitor and increase visibility" }, { "url": "https://www.stackmatix.com/blog/ai-citation-tracking-tools", "title": "AI Citation Tracking Tools: Monitor Your Brand (2026)" }, { "url": "https://www.therankmasters.com/insights/ai-visibility/ai-brand-mention-tracking-tools", "title": "Best AI Visibility Tools for Brand Mention Tracking (2026)" } ], "model": "claude-sonnet-5", "capturedAt": "2026-11-02T11:50:35.008Z", "stopReason": "end_turn", "searchRequests": 1 }, { "id": "question-2", "prompt": "Search the web and answer in 3-4 sentences, no more than 120 words: What should a founder-led B2B business use to monitor how it appears in AI search answers? Name up to three tools. Do not give prices or guarantee outcomes.", "status": "succeeded", "answer": "A founder-led B2B business can use dedicated AI-visibility trackers such as \n\nOtterly.AI, which monitors when a brand appears in AI-generated answers and compares visibility against competitors\n\n across platforms like ChatGPT, Perplexity, and Google AI Overviews. Another option is \n\nPeec AI, which tracks brand mentions, links, and sources over time across ChatGPT, Perplexity, Gemini, Llama, DeepSeek, and Claude by regularly running prompts to the LLMs\n\n. A third is \n\nAhrefs' free AI Visibility Checker, which queries ChatGPT, Gemini, Perplexity, Copilot, and Google AI Overviews with search-backed prompts to check whether each platform mentions a brand in its response\n\n. Combining one or more of these can help a founder track mentions, citations, and share of voice as AI search evolves.", "sources": [ { "url": "https://otterly.ai/", "title": "AI Search Monitoring Tool: Track ChatGPT, Perplexity & Google AIO" }, { "url": "https://www.wix.com/studio/ai-search-lab/best-tools-to-track-brand-visibility-in-ai-search", "title": "14 best tools to track brand visibility in AI search" }, { "url": "https://ahrefs.com/ai-visibility-checker", "title": "Free AI Visibility Checker by Ahrefs: Track Your Brand in AI search" } ], "model": "claude-sonnet-5", "capturedAt": "2026-11-02T11:50:41.228Z", "stopReason": "end_turn", "searchRequests": 1 }, { "id": "question-3", "prompt": "Search the web and answer in 3-4 sentences, no more than 120 words: Which AI visibility tools suit a team that needs to inspect sources before changing website content? Name up to three tools. Do not give prices or guarantee outcomes.", "status": "succeeded", "answer": "Teams that want to review citations before editing pages should look at tools built around transparent source attribution. **SE Ranking** lets you drill into its \"Sources\" section, where \n\nyou can see which domains and URLs AI models use to generate their responses.\n\n **Ahrefs** offers citation analysis that \n\nidentifies which sources influence AI mentions of your brand.\n\n **Writesonic** tracks visibility across major AI platforms and \n\nprovides tools to identify and act on content, citation, and technical gaps affecting AI visibility.\n\n Each lets a team trace an AI answer back to its underlying sources — a step experts emphasize since \n\nwriting before reading the cited sources is a common mistake, and the sources show what the engine trusts.", "sources": [ { "url": "https://www.position.digital/blog/best-ai-visibility-tracking-tools/", "title": "15 Best AI Visibility Tracking Tools I Tested (2026)" }, { "url": "https://ahrefs.com/blog/best-ai-visibility-tools/", "title": "15 of the Best AI Visibility Tools" }, { "url": "https://en.wikipedia.org/wiki/Writesonic", "title": "Writesonic" }, { "url": "https://www.eclincher.com/articles/ai-visibility-tool-that-creates-content", "title": "An AI Visibility Tool That Also Fixes the Problems" } ], "model": "claude-sonnet-5", "capturedAt": "2026-11-02T11:50:46.718Z", "stopReason": "end_turn", "searchRequests": 1 } ], "publicationReview": "Approved for this owned-brand public sample: prompts, complete answers, citation URLs and metadata checked; no customer records used. Provider statements about competitors are reproduced evidence, not verified product claims.", "captureNotes": [ "Earlier capture attempts ended with a transport interruption or incomplete answer. They are not used as visibility observations. This report preserves the three final attempted checks, including any failures." ] }