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A local rank grid, Business Profile action, AI mention, or website click is not a business result on its own. Build a 30-day US and Canada measurement dashboard that connects Maps, reviews, Search Console, prompt checks, and qualified leads without pretending that any one platform explains revenue.
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Local GEO is not one platform or one ranking formula. This guide separates Google's documented AI-search requirements from what US and Canadian businesses should test in Gemini, ChatGPT, and Perplexity before making claims about local AI visibility.
Ranking first in Google does not guarantee that AI systems will cite your page. Teams need to measure rankings, clicks, mentions, and citations as separate visibility layers.
Ranking on page one still matters, but AI search is moving the buyer's first shortlist into answer engines. This article explains why citation share, recommendation share, and brand mention quality now deserve a place beside rankings and CTR.
Create a Gemini CLI daily SEO/GEO monitor that saves search and AI visibility snapshots, compares changes, and produces a conservative action queue.
Use Gemini CLI MCP configuration to connect read-only SEO data sources, control tool exposure, normalize snapshots, and generate action-ready reports.
Connect Cursor to SEO data safely with a read-only MCP or export workflow for GSC, Bing Webmaster Tools, GA4, SERP APIs, and AI visibility snapshots.
Create a daily Claude Code monitoring workflow that stores snapshots, compares search and AI visibility data, and produces a conservative action queue.
A copy-paste, beginner-friendly guide to connecting Google Search Console, GA4, Microsoft Clarity, and Bing Webmaster Tools to Claude Code through MCP, with the exact tokens, commands, and test prompts you need.
Use Claude Code subagents to separate SERP research, AI answer auditing, entity checks, and technical eligibility without letting research agents publish.
Create a daily Codex monitoring workflow that calls approved APIs, stores snapshots, compares visibility changes, and updates a human-reviewed action queue.
A copy-paste, beginner-friendly guide to connecting Google Search Console, GA4, Microsoft Clarity, and Bing Webmaster Tools to OpenAI Codex through MCP, with the exact codex mcp add commands, tokens, and test prompts you need.
Use this checklist to track GEO with Google and Bing AI search data: citations, queries, pages, content gaps, and next fixes.
