Beyond the Homepage

Top Takeaways

Technical access gets pages into consideration. Specific, useful evidence gives AI a reason to cite them.

• One brand's owned ChatGPT citations were concentrated entirely on its homepage.
• The strongest owned footprint included product, editorial, trust, homepage, and company pages.
• ChatGPT most often used editorial pages for the strongest brand, while Google AI preferred product and service pages.
• Every homepage was technically accessible, but owned pages still represented less than 2% of citation activity.

What We Measured

Lantern grouped every citation to a tracked brand's website by page purpose. We compared homepages, product and service pages, editorial resources, trust pages, and company pages separately for ChatGPT and Google AI.

1. A Homepage Creates Recognition, Not Depth

Brand B's owned ChatGPT citations all went to its homepage. Brand C gave AI several useful page types and earned a broader citation footprint.

2. Platforms Preferred Different Evidence

ChatGPT leaned toward explanatory editorial content. Google AI relied more heavily on pages describing the product or service itself.

A complete content system needs both page types: editorial pages that explain the category and commercial pages that document the offer precisely.

The Five-Layer Content Architecture

Each layer answers a different question an AI system must resolve before it can confidently recommend a brand.

1. 01Entity foundation

   Establish who the company is.

   Homepage, about page, organization details, contact information

2. 02Category proof

   Show what the company does and where it fits.

   Product, service, solution, and use-case pages

3. 03Independent evidence

   Confirm the company's claims beyond its own domain.

   Research, comparisons, reviews, directories, and editorial coverage

4. 04Trust layer

   Make important claims easy to verify.

   Methodology, author, evidence, legal, security, and policy pages

5. 05Discovery layer

   Connect the company to real buyer questions.

   Audience, industry, location, category, and problem-specific pages

The 90-Day Action Plan

Build the foundation first, then create category evidence, then earn confirmation beyond the website.

1. Days 1-30

   Fix the entity foundation

   Audit current citations, clarify the homepage and about page, verify organization details, and fix crawlability, canonicals, metadata, and structured data.

2. Days 31-60

   Build category proof

   Create or improve the highest-priority product, service, audience, and use-case pages. Give every page one buyer question to answer.

3. Days 61-90

   Earn external confirmation

   Publish evidence-led resources, pursue accurate third-party coverage, and measure whether the new pages appear in citations and category answers.