AI Visibility Aid resources

Learn how ChatGPT visibility works

Practical guides for contractors and home improvement businesses learning how ChatGPT visibility, recommendations, citations, and audits work.

ChatGPT visibility guides

Pillar guide

What Is AI Visibility? The Complete Guide

Learn what AI visibility means, how recommendation visibility differs from traditional rankings, and how to evaluate whether ChatGPT includes your business.

ChatGPT visibility

How ChatGPT Recommends Businesses

Understand the evidence, entity clarity, web results, and answer context that can influence which businesses ChatGPT mentions or recommends.

Audit methodology

What Is a ChatGPT Visibility Audit?

See what a reliable ChatGPT visibility audit should test, store, calculate, and disclose before you use the results to guide marketing decisions.

Local business guide

AI Visibility for Local Businesses

Learn how location, service-area language, local offerings, and business identity shape AI visibility for service companies, professionals, restaurants, and retailers.

Diagnostic guide

Why AI Does Not Recommend Your Business

Review common evidence-backed reasons a business may be missing from AI recommendations without confusing correlation with guaranteed causation.

Strategy comparison

ChatGPT SEO vs. Traditional SEO

Compare AI recommendation visibility with traditional search visibility and learn why businesses should measure them separately.

Report guide

How to Read an AI Visibility Report

Learn how to interpret buyer visibility scores, question-level results, recommendations, citations, competitors, coverage, and evidence limitations.