mcp llms.txt changelog

https://parse.gl/llms.txt

− > Parse is the done-for-you AI visibility platform. It handles setup, question selection and measurement so teams get insights and clear tasks to help buyers find their brand in AI answers. Its connected public index links buyer topics, question wordings and brands in answers from ChatGPT and Google AI Mode. That shared index shapes Parse’s understanding of markets and helps uncover topics, competitors and opportunities beyond what a customer chooses to track. Pro adds daily updates and tasks; M− Parse offers Free, Pro and Managed. Pro is a subscription that tracks a brand daily, on ChatGPT and Google AI Mode. With Managed, Parse's team does the work with the brand.− - [Markets](https://parse.gl/markets): every market, with the brands AI mentions most, the topics inside it, linked where a topic has a page, and what shifted recently− - [Methodology](https://parse.gl/metrics): how Parse measures, what each number is counted over, and the definition of every metric− - [Blog](https://parse.gl/blog)− ## For agents− - [Parse for AI systems](https://parse.gl/ai): company facts, customer fit, plans, data handling, and how to read and cite its numbers− - [Using Parse with an assistant](https://parse.gl/ai#using-parse): starting points for brand lookups, market exploration, research checks and connected workspace tools− - [Parse MCP](https://parse.gl/mcp): public brand data and your connected workspace through MCP. Endpoint: https://mcp.parse.gl/mcp (Streamable HTTP). Tools look up brands, topics and markets.− ## Product− - [Pricing](https://parse.gl/pricing): Free, Pro and Managed pricing− - [Compare](https://parse.gl/compare): Parse beside other AI visibility tools, feature by feature, with prices and sources+ > Parse (parse.gl) is the done-for-you AI visibility platform. Parse shows how often AI answers mention a brand, who they recommend instead and which pages they cite, and turns that into tasks that help buyers find the brand. Parse (parse.gl) is the AI visibility platform. It is not Parse Platform, the open-source app backend, and not a document-parsing tool.+ Plans: Free ($0, updates weekly, on Mondays), Pro ($79 a month per brand, updates daily) and Managed (from $2,500 a month). Answers come from ChatGPT and Google AI Mode. Measurements describe the collected question set, not all buyer conversations. An assistant can look up any brand through MCP at https://mcp.parse.gl/mcp without an account; a person signs up, connects a workspace and pays.+ ## Evaluate+ - [Parse for AI systems](https://parse.gl/ai.md): company facts, customer fit, plans, data handling, and how to read and cite Parse's numbers+ - [Pricing](https://parse.gl/pricing.md): Free, Pro and Managed, with what each includes+ - [Plans and limits](https://parse.gl/docs/limits.md): Prices, plan limits and every MCP rate limit, as numbers+ - [Data and trust](https://parse.gl/docs/trust.md): What Parse collects and holds, assistant access, retention and contacts+ - [Methodology](https://parse.gl/metrics): how Parse measures, what each number is counted over, and the definition of every metric+ - [Compare](https://parse.gl/compare): Parse beside other AI visibility tools, feature by feature, with prices and sources+ ## Start+ - [Start here](https://parse.gl/docs.md): What Parse is, who it suits, what an assistant can do alone and what needs a person+ - [Get started](https://parse.gl/docs/get-started.md): From a first lookup to a tracked brand and a connected assistant, step by step+ - [Parse MCP](https://parse.gl/mcp): connect Claude, ChatGPT, Cursor or any MCP client; endpoint https://mcp.parse.gl/mcp (Streamable HTTP)+ ## Operate+ - [Workflows](https://parse.gl/docs/workflows.md): The weekly loop, site fixes, agencies, research, and what Parse does not do+ - [MCP reference](https://parse.gl/docs/mcp.md): Connect, sign in, permissions, every tool, prompt and resource, errors+ - [Changelog](https://parse.gl/docs/changelog.md): Dated changes to the tools, limits and docs+ - [All docs in one file](https://parse.gl/llms-full.txt): every docs page as Markdown+ - [Markets](https://parse.gl/markets): every market, with the brands AI mentions most, the topics inside it, and what shifted recently+ - [Blog](https://parse.gl/blog): articles on AI visibility

https://parse.gl/llms.txt

− > Parse is the done-for-you AI visibility platform. It handles setup, question selection and measurement so teams get insights and clear tasks to help buyers find their brand in AI answers. Its connected public index links buyer topics, question wordings and brands in answers from ChatGPT and Google AI Mode. That shared index shapes Parse’s understanding of markets and helps uncover topics, competitors and opportunities beyond what a customer chooses to track. Pro adds daily monitoring and tasks− - [Markets](https://parse.gl/markets): every market, with the brands AI mentions most, the topics inside it, and what shifted recently− - [Questions](https://parse.gl/prompts): the buyer questions Parse asks AI, with the brands mentioned in each answer− - [Sitemap](https://parse.gl/sitemap-index.xml): every published market, brand, question, and comparison page− - [Parse MCP](https://parse.gl/mcp): public brand data and your connected workspace through MCP. Endpoint: https://mcp.parse.gl/mcp (Streamable HTTP). Tools look up brands, questions, and markets.+ > Parse is the done-for-you AI visibility platform. It handles setup, question selection and measurement so teams get insights and clear tasks to help buyers find their brand in AI answers. Its connected public index links buyer topics, question wordings and brands in answers from ChatGPT and Google AI Mode. That shared index shapes Parse’s understanding of markets and helps uncover topics, competitors and opportunities beyond what a customer chooses to track. Pro adds daily updates and tasks; M+ - [Markets](https://parse.gl/markets): every market, with the brands AI mentions most, the topics inside it, linked where a topic has a page, and what shifted recently+ - [Topics](https://parse.gl/topics): what buyers ask AI about in each market, with the questions each is asked as and the brands AI mentions+ - [Sitemap](https://parse.gl/sitemap-index.xml): every published page+ - [Parse MCP](https://parse.gl/mcp): public brand data and your connected workspace through MCP. Endpoint: https://mcp.parse.gl/mcp (Streamable HTTP). Tools look up brands, topics and markets.

https://parse.gl/llms.txt

− > Parse is a public index of AI recommendations: for each market, which brands AI answers recommend, and who they mention instead. Parse asks ChatGPT and Google AI Mode the questions buyers ask, records which brands and sources each answer names, and publishes the results as rankings by market, brand, and question.− Parse offers Free and Pro. Pro is a subscription that tracks one brand on every market, daily, on ChatGPT and Google AI Mode.− - [Markets](https://parse.gl/markets): every market, with the brands AI mentions most, the buyer needs inside it, and what shifted recently− - [Parse MCP](https://parse.gl/mcp): a read-only MCP server over the public index (no auth). Endpoint: https://mcp.parse.gl/mcp (Streamable HTTP). Tools look up brands, questions, and markets.− - [Pricing](https://parse.gl/pricing): Free and Pro pricing+ > Parse is the done-for-you AI visibility platform. It handles setup, question selection and measurement so teams get insights and clear tasks to help buyers find their brand in AI answers. Its connected public index links buyer topics, question wordings and brands in answers from ChatGPT and Google AI Mode. That shared index shapes Parse’s understanding of markets and helps uncover topics, competitors and opportunities beyond what a customer chooses to track. Pro adds daily monitoring and tasks+ Parse offers Free, Pro and Managed. Pro is a subscription that tracks a brand daily, on ChatGPT and Google AI Mode. With Managed, Parse's team does the work with the brand.+ - [Markets](https://parse.gl/markets): every market, with the brands AI mentions most, the topics inside it, and what shifted recently+ - [Methodology](https://parse.gl/metrics): how Parse measures, what each number is counted over, and the definition of every metric+ - [Brand classification validation](https://parse.gl/research/parse-brand-classification-validation): historical error analysis and a blind source casebook; model-derived labels, not a current human accuracy audit+ - [Question selection and sampling](https://parse.gl/research/how-many-prompts-to-measure-ai-visibility): frozen observations, missing-data checks and reproducible sampling error; revised October 6, 2026+ - [Change detection validation](https://parse.gl/research/ai-visibility-change-validation): controlled simulations, including question mix and shared weekly shifts; not production alert calibration+ - [Parse for AI systems](https://parse.gl/ai): company facts, customer fit, plans, data handling, and how to read and cite its numbers+ - [Using Parse with an assistant](https://parse.gl/ai#using-parse): starting points for brand lookups, market exploration, research checks and connected workspace tools+ - [Parse MCP](https://parse.gl/mcp): public brand data and your connected workspace through MCP. Endpoint: https://mcp.parse.gl/mcp (Streamable HTTP). Tools look up brands, questions, and markets.+ ## About+ - [About Parse](https://parse.gl/about): who publishes Parse and what it holds itself to+ - [Corrections](https://parse.gl/corrections): what Parse corrects and how to report an error+ - [Pricing](https://parse.gl/pricing): Free, Pro and Managed pricing+ - [Managed](https://parse.gl/work-with-us): Parse's team does the work with the brand, from $2,500 a month+ - [Compare](https://parse.gl/compare): Parse beside other AI visibility tools, feature by feature, with prices and sources