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CONTENT REPURPOSINGMarch 20269 min read

Content Audit for AI Readiness: Is Your Content Accessible to AI Agents?

You may have hundreds of pages of content. But if it is not in a format AI agents can consume, it might as well not exist. This audit framework shows you what is accessible, what is not, and how to fix it.

KEY TAKEAWAYS
—Most business content (web pages, blog posts, videos) is invisible to AI agents because it is unstructured
—The AI readiness audit evaluates content across four dimensions: structure, verifiability, completeness, and citability
—High-scoring content is in structured formats, verified by the source, complete in queryable fields, and contains specific citable facts
—The audit produces a prioritized action plan: which content to register on the ACN first for maximum impact

The Four Dimensions of AI Readiness

1. Structure

Is the content in a format AI agents can query? HTML web pages score low. ACN content objects score high. JSON-LD markup scores medium. The goal is typed fields that agents access directly.

2. Verifiability

Can the data be verified as authentic? Self-reported web content scores low. DNS-verified, Ed25519-signed ACN data scores high. Verification is the trust signal AI agents weigh most heavily.

3. Completeness

How many queryable fields are populated? A web page with just a business name and phone number scores low. An ACN content object with hours, services, facts, Q&A, insurance, payment methods scores high.

4. Citability

Does the content contain specific facts AI agents can cite? Vague marketing copy ("we offer the best service") scores low. Specific facts ("4.8 stars from 340 reviews, board-certified since 2015") score high.

Running the Audit

For each piece of existing content, score it 1-5 on all four dimensions. Content scoring above 15/20 is AI-ready. Content scoring below 10/20 needs transformation.

Priority order for transformation:

  1. Core business information (hours, services, contact) — register on ACN immediately
  2. FAQ content — extract Q&A pairs for the ACN qa[] field
  3. Service descriptions — extract structured service entries
  4. Testimonials/credentials — extract citable facts
  5. Long-form content (blogs, videos) — use RipurposeAI to extract structured data

Start your audit with GeoProof

GeoProof automates the first step — scanning how AI platforms currently see your business.

Run Free Audit →
FREQUENTLY ASKED QUESTIONS
How long does a content audit take?
A basic audit using GeoProof takes 30 seconds. A comprehensive manual audit of all content typically takes 2-4 hours depending on content volume.
What score should I target?
15/20 or higher on each piece of priority content. Start with core business data and work outward.
Do I need to audit all content?
Start with the content that directly describes your business: services, facts, credentials, FAQ. Marketing blog posts and social content are lower priority.
What is the fastest way to improve my score?
Register on the ACN and complete your profile. This immediately scores high on structure, verifiability, and completeness.

Is your business visible to AI?

Find out in 30 seconds. GeoProof scans how AI platforms see your business right now.

Run Free AI Audit →
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