{"category":{"slug":"ai-visibility-monitoring-tools","label":"AI visibility monitoring tools"},"methodology_url":"https://www.orbator.io/ai-index/methodology","license":"Free to use with attribution to orbator.io","date":"2026-07-14","engine":null,"available_dates":["2026-08-02","2026-08-01","2026-07-26","2026-07-25","2026-07-22","2026-07-14","2026-07-13","2026-07-10"],"policy":{"quotable_engines":["anthropic","openai","gemini"],"max_excerpt_chars":400,"full_text_public":false,"customer_runs_public":false,"full_text_retention":"retained at least 24 months, then operator review","notes":["Only Index category runs are archived publicly — customer scans never appear.","The quotable unit is a short excerpt of at most 400 characters, never the full answer.","Engines outside the verbatim allowlist are recorded as having answered, with the excerpt withheld under their terms.","Prompt intent is published; the prompt text itself is not."]},"status":"ok","count":8,"limit":50,"truncated":false,"engines":[{"engine":"anthropic","count":8,"withheld":false,"answers":[{"engine":"anthropic","answered_on":"2026-07-14","prompt_intent":"best_in_category","excerpt":"I can help you find information about AI visibility monitoring tools suitable for small businesses. Let me search for current options.Based on recent research, there isn't a single \"best\" AI visibility monitoring tool for all small businesses, as the right choice depends on your specific needs and budget. However, here are the top-recommended options:\n\n## Best Budget-Friendly Options\n\nFor most sma","excerpt_withheld":false,"withheld_reason":null,"highlights":[]},{"engine":"anthropic","answered_on":"2026-07-14","prompt_intent":"best_in_category","excerpt":"I'll search for current information about tools and methods for monitoring AI assistant brand recommendations.Based on the latest research, here are the best tools to monitor whether AI assistants recommend your brand:\n\n## Dedicated AI Visibility Monitoring Tools\n\nAI search brand monitoring tools track how your brand appears in responses from AI platforms like ChatGPT, Google AI Overviews, Perplex","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":363,"end":370,"name":"ChatGPT"}]},{"engine":"anthropic","answered_on":"2026-07-14","prompt_intent":"best_in_category","excerpt":"I don't have specific information about which tools track how ChatGPT and other AI assistants discuss your company. Let me search for current tools available for this purpose.Based on my search, there are several specialized tools that track how ChatGPT and other AI assistants mention your company. Here are the main ones:\n\n## Dedicated AI Brand Monitoring Tools\n\nAI brand monitoring is the practice","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":62,"end":69,"name":"ChatGPT"},{"start":246,"end":253,"name":"ChatGPT"},{"start":278,"end":285,"name":"Mention"}]},{"engine":"anthropic","answered_on":"2026-07-14","prompt_intent":"problem_solving","excerpt":"I'd be happy to help you understand how to improve visibility of your product with AI assistants, but I need a bit more context. Could you clarify:\n\n1. **What is your product?** (e.g., a software tool, service, physical product, etc.)\n2. **Which AI assistants are you concerned about?** (e.g., ChatGPT, Claude, Google's Gemini, etc.)\n3. **What specific information or mentions would you like to appea","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":294,"end":301,"name":"ChatGPT"}]},{"engine":"anthropic","answered_on":"2026-07-14","prompt_intent":"problem_solving","excerpt":"I'd search for current information on this topic to give you the most accurate and up-to-date guidance.Based on the search results, here are the key ways to find out which sources AI engines read when recommending products in your category:\n\n## Understanding AI Recommendation Data Sources\n\nAI recommendation engines initially gather data from various sources, including user interactions, browsing h","excerpt_withheld":false,"withheld_reason":null,"highlights":[]},{"engine":"anthropic","answered_on":"2026-07-14","prompt_intent":"alternatives","excerpt":"I'll search for information about alternatives to enterprise AI search optimization platforms.Based on current market analysis, there are several good alternatives to enterprise AI search optimization platforms, depending on your needs and budget:\n\n## Enterprise-Grade Alternatives\n\nBrightEdge and Conductor suit large enterprises needing deep keyword intelligence, content workflows, and consolidate","excerpt_withheld":false,"withheld_reason":null,"highlights":[]},{"engine":"anthropic","answered_on":"2026-07-14","prompt_intent":"comparison","excerpt":"I can provide you with a general explanation of these concepts based on my knowledge.\n\n**Traditional SEO Rank Tracking** focuses on monitoring where a website ranks for specific keywords in search engine results pages (SERPs). It typically tracks positions over time for targeted keywords and provides metrics like ranking changes, keyword performance, and competitive positioning. The main goal is t","excerpt_withheld":false,"withheld_reason":null,"highlights":[]},{"engine":"anthropic","answered_on":"2026-07-14","prompt_intent":"recommendation","excerpt":"I'd be happy to help you find a tool for measuring and improving AI model brand recommendations! Let me search for current solutions in this space.Based on the current tools available, here are some strong recommendations:\n\n## Top Tools for Measuring and Improving AI Brand Recommendations\n\n**1. Evertune.ai**\nEvertune is the Generative Engine Optimization (GEO) platform that helps brands improve vi","excerpt_withheld":false,"withheld_reason":null,"highlights":[{"start":296,"end":307,"name":"Evertune.ai"}]}]}]}