RESOURCES

Latest updates and research from visibl

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Glossary
Research

What Are Ghost Routes?

Pages that rank well in Google but have zero presence in AI answers. The traffic looks healthy. The revenue is about to evaporate.

Research

Your SEO Dashboard Has a Blind Spot

Your pages rank in Google. Your traffic looks healthy. But there's an entire discovery layer your dashboard can't see.

Guide / Agentic Commerce

The Shopify-to-Agentic Pipeline: Configuring ACP for Autonomous Shoppers

AI agents don't browse like humans. They need structured product data, machine-readable policies, and API-first commerce surfaces.

Guide / AEO

The CFO's Guide to AEO: Measuring Revenue at Risk from Ghost Routes

Your SEO dashboards show healthy traffic. But AI search is already redirecting purchase intent to competitors.

Guide / AEO Coming Soon

The Complete Guide to AI Engine Optimization (AEO)

The definitive resource on AEO. How AI engines process content, how to audit your AI visibility, and how to measure results.

Guide / Enterprise Coming Soon

AI Visibility for Enterprise: Strategy, Operations, and Measurement

Built for VP and Director-level marketing leaders. How to build the business case and measure ROI.

Guide / Agentic Commerce Coming Soon

The Marketer's Guide to Agentic Commerce

AI agents are starting to browse, compare, and buy on behalf of consumers. This guide shows you how to prepare.

Blog / Research Coming Soon

Ghost Routes: The Pages AI Engines Can't See

Your page ranks #1 on Google, gets 50K visits/month, but ChatGPT doesn't know it exists. This is a Ghost Route.

Blog / Engineering Coming Soon

AEO vs SEO: What Changed and What Stayed the Same

SEO optimized for 10 blue links. AEO optimizes for a single AI-generated answer. The rules changed — but not everything.

Blog / Protocol Coming Soon

How AI Engines Decide What to Recommend

The ranking factors that matter for AI visibility aren't the ones you're used to measuring.

Blog / Competitive Coming Soon

Your Competitor Is Getting Recommended by ChatGPT. Here's Why.

They didn't just get lucky. They optimized for AI visibility. And now they're capturing intent that used to be yours.

Blog / Framework Coming Soon

The AI Visibility Maturity Model

Where does your organization fall on the AI visibility spectrum? A framework for assessing and advancing your capabilities.

Blog / Research Coming Soon

Why 73% of Top-Ranking Pages Are Invisible to AI Engines

New research on the disconnect between Google rankings and AI engine citations. The gap is wider than anyone expected.

Case Study / Technology

Global SaaS Platform: 312% Increase in AI Engine Citations

How a global SaaS platform went from invisible to the top-cited brand in their category in 90 days.

Case Study / E-Commerce

Leading Retailer: 4.2x More AI Shopping Recommendations

After discovering 73% of their product pages were Ghost Routes, this retailer restructured and became the top AI recommendation.

Case Study / Finance

Insurance Provider: 89% AI Visibility Coverage

Compliance-first monitoring that caught 14 hallucinated claims about their products in AI answers.

Case Study / Services

Consulting Firm: Top 3 AI-Cited in Practice Area

From zero AI presence to the most-recommended firm for management consulting in Perplexity and ChatGPT.

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