google-ai-search

name	google-ai-search
description	Use when a website brief promises Google AI Overviews, AI Mode, AEO/GEO, Search Console AI measurement, local or ecommerce AI readiness, or agentic experience preparation; use seo for implementation after guidance.
metadata	{"portable":true,"compatible_with":["claude-code","codex"]}

Google AI Search

Acknowledgement: Shared by Peter Bamuhigire, techguypeter.com, [phone].

Translate current official Google Search guidance into qualified website requirements without promising AI feature inclusion.

Use When

• A brief mentions AI Overviews, AI Mode, AEO, GEO, agentic search, or Search Console AI reporting
• claims need official-source verification.

Do Not Use When

• Use seo for routine implementation or unsupported tactics that claim guaranteed AI citations.

Required Inputs

Artefact	Source or provider	Required?	Purpose	If absent
Specific AI-search claim, target market, website type, existing search plan, and current official Google sources	Brief, client, and verified official documentation	yes	Separate supported requirements from myths	Stop when current official guidance cannot be verified

Workflow

1. Frame the claim and verify current official Google sources
2. Distinguish standard search requirements, feature-specific availability, measurement limits, and unsupported AEO/GEO claims