From the author
Google publishes no endpoint that returns your rank. We measured what its actual APIs do return: data that is three days old, an average position that differs from a live SERP result by 7.4 positions at the median, and an inspection verdict that says NEUTRAL for a URL Google has never seen.
Meta shipped Muse, a personal AI agent that sends email, books travel, and pays for you. Here is the 20-minute trust review to run before you let it act, and what consumer agents change for AI visibility.
Google's official guidance says optimizing for generative AI search is still SEO. This foundation guide decodes the official docs: what Google wants, what it says to skip, how to measure, and what stays open for debate.
Auspia SEO Inspector simulates how GPTBot, ClaudeBot, and other AI crawlers render a page, and shows which of its links actually pass weight — dofollow or nofollow — right in your browser, with no page data leaving your machine.
A2AO, or Agent-to-Agent Optimization, is a practical way to prepare content, evidence, and service information for AI agents that retrieve, compare, and act. Start with the four layers that make a brand easier to retrieve and safer to select.
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.
Set up Gemini CLI as a terminal SEO/GEO workspace for exports, prompt libraries, sitemap checks, robots reviews, and markdown monitoring reports.
