{"product_id":"ai-geo-monitor-optimize-site-mentions-citations","title":"AI GEO-Monitor: Optimize Site Mentions \u0026 Citations","description":"\u003ch3\u003eAI GEO-Monitor: Optimize Site Mentions \u0026amp; Citations\u003c\/h3\u003e\n\n\u003cp\u003eThe AI GEO-Monitor skill assists in monitoring whether AI answer engines mention, recommend, or cite your website. It uses a fixed registry of actual user questions to present to an answer engine via the Monid tool layer and detects three key signals, including mentions of competitors. This functionality turns discrepancy events, such as \"a rival is named and we are not,\" into a structured work queue for further analysis. The skill offers optional cross-checking against citation counts for eight different AI assistants.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eRuns the GEO pipeline to assess AI answer visibility.\u003c\/li\u003e\n    \u003cli\u003eInputs real user questions into answer engines through Monid.\u003c\/li\u003e\n    \u003cli\u003eDetects mentions, recommendations, and citations of your site and competitors.\u003c\/li\u003e\n    \u003cli\u003eCompiles results into a work queue to address visibility gaps.\u003c\/li\u003e\n    \u003cli\u003eOffers cross-checking against citation counts for supported AI assistants.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eDevelopers managing AI coding agents like Claude Code, Cursor, and Codex.\u003c\/li\u003e\n    \u003cli\u003eTeams focused on online visibility and site performance analytics.\u003c\/li\u003e\n    \u003cli\u003eCompanies keen on competitor monitoring in AI-generated content.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eRunning regular GEO cycles to check AI-generated content visibility.\u003c\/li\u003e\n    \u003cli\u003eIdentifying and responding to competitor mentions in AI answers where your site is omitted.\u003c\/li\u003e\n    \u003cli\u003eExpanding or refining a question registry for deeper insights into AI response patterns.\u003c\/li\u003e\n    \u003cli\u003eMonitoring citation trends across multiple AI assistants to track online prominence.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eUtilizes the Monid tool layer for question input and signal detection.\u003c\/li\u003e\n    \u003cli\u003eEnables scripting through \u003ccode\u003erun-geo.mjs\u003c\/code\u003e and related scripts for pipeline operation.\u003c\/li\u003e\n    \u003cli\u003eInteracts with the registry for user questions and detection of AI response signals.\u003c\/li\u003e\n    \u003cli\u003eIncludes a competitor dictionary for refined response analysis.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003eJasper0122\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/Jasper0122\/agent-seo-kit\" rel=\"nofollow noopener\" target=\"_blank\"\u003eJasper0122\/agent-seo-kit\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":52891603599671,"sku":"MCP-JASPER0122-AGENT-SEO-KIT-GEO-MONITOR","price":24.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/F9bN_WD1KTi_7yCPMd7Gq_6e61cdf1508341ad9bbf72151a6079e3.jpg?v=1787566117","url":"https:\/\/mcpcart.com\/products\/ai-geo-monitor-optimize-site-mentions-citations","provider":"SPF PRO","version":"1.0","type":"link"}