AEO Resources

Tools, blogs, and references worth your time.

A curated directory of resources for understanding and measuring AI search visibility. Updated as the field evolves. No particular order.

LinkedIn Link Inspector

A built-in LinkedIn tool that shows how your URLs will render as link previews before you post. Essential for checking OG tags are working correctly.

Tool
Open Graph

Previews how your OG image and metadata will appear when shared on LinkedIn, X, Facebook, and other platforms. Works on staging and live sites. Essential for verifying social sharing before launch.

Tool
Google Rich Results Test

Google's official tool for validating structured data markup. Confirms your schema is correctly implemented and eligible for rich results in Google Search.

Tool
Schema.org Validator

The official Schema.org structured data validator. Unlike Google's Rich Results Test, it validates any URL including staging environments — making it essential during development before a site goes live.

Tool
Trust Signals

A well-maintained blog covering trust, authority, and credibility signals in search and AI. Directly relevant to AEO strategy.

Blog
Webflow AEO Playbook

A practical guide to Answer Engine Optimization from Webflow. One of the foundational resources that informed the AEO Wrangler methodology. It's worth reading for anyone getting started with AEO strategy.

Guide
Otterly.ai

A prompt testing tool that lets you run and compare prompt sets across multiple LLMs simultaneously. Useful for building the baseline AEO measurement process without writing custom code.

Tool