SV Scale Visibility.

Notes on AI Search Readiness

Practical guides on AI search readiness, schema markup, and building fast websites that Google AI Overviews, ChatGPT, Claude, and Perplexity can actually surface.

Free Tools

Skip ahead to the practice. Five instant tools — AI visibility check, schema generator, llms.txt builder, AI crawler robots.txt analyzer, and PageSpeed + revenue calculator. No signup.

Open the toolbox →
AI Search Readiness

What Is Answer Engine Optimization (AEO)? A 2026 Field Guide

Answer engines like ChatGPT, Claude, and Google's AI Overviews recommend businesses by name. Answer engine optimization is the technical work that makes yours one of the names they cite.

Josh Winningham ·
Split-screen diagnostic showing a human browser rendering a full website while an AI crawler only receives sparse initial HTML.
AI Search Readiness

Why ChatGPT Can't See Your Website (and the 3 Fixes That Matter)

GPTBot fetched 569 million pages last year. Most weren't readable. Here's what AI crawlers actually see on a typical website — and the three fixes that move the needle.

Josh Winningham ·