01
Technical Infrastructure
(Extractive Efficiency)
Can AI buy from you?
We optimize your Schema markup, site architecture, and UCP alignment so that AI bots not only index your site — they also understand your product catalog and signup flows.
// source cited: the knowledge graph
The Diagnosis: Why Agents Are Ignoring Your Brand.
Traditional audits look for crawl errors. We look for Extractive Efficiency. We stress-test your digital entity against ChatGPT, Claude, Perplexity, and Gemini to identify the structural friction preventing you from owning your market’s Share of Voice.
Book Your Introductory CallVisibility vs. Availability
Messy technical setups trigger “low confidence” scores from AI models. We test your brand against the systems your buyers actually ask:
ChatGPTClaudePerplexityGoogle AI ModeGemini
If they can’t understand you, they won’t recommend you.
The 3-Pillar Audit
We don’t guess. We inspect the three critical layers of your digital ecosystem to determine precisely where your authority is breaking down.
02
Information Gain
(Content Authority)
Why would AI cite you?
We audit your content for "Information Gain," identifying where your library is stale and where you need to inject fresh, authoritative answers into the Knowledge Graph.
03
Entity Integrity
(Visual & Verbal Trust)
Does AI trust you?
We forensically audit your visual and verbal identity across the web. If your brand looks or sounds inconsistent, you lose the trust vote. When AI isn't confident in your identity, it's less likely to recommend you over a competitor.
Strategic Engagement Models
Specialized intervention for teams that already have execution capacity.
status: recommended
The Full Ecosystem Audit
The definitive architectural blueprint for total market authority.
Targeted Diagnostics
Already have a dev team? Standalone audits to plug specific gaps:
- Technical Infrastructure only — liquidate deep architectural debt and fix extractive efficiency.
- Content Authority only — optimize your library for high information gain and AI citation.
- Entity Integrity only — harden brand signals to eliminate hallucinations and model distrust.
// source cited: direct answers
Questions Worth Asking
How is this different from a normal SEO audit?
A standard SEO audit checks crawl errors and keyword rankings. This one stress-tests your brand directly against ChatGPT, Claude, Perplexity, and Gemini to find the structural friction stopping AI agents from citing or recommending you.
What does the audit actually inspect?
Three layers: Technical Infrastructure (can machines parse your schema and site architecture?), Information Gain (does your content add anything AI doesn’t already know?), and Entity Integrity (is your visual and verbal identity consistent enough for AI to trust it?).
Do I need the Full Ecosystem Audit, or can I get something narrower?
If you already have a dev team executing fixes, you can order a standalone audit on just one pillar: Technical Infrastructure only, Content Authority only, or Entity Integrity only. Most brands start with the Full Ecosystem Audit because the three failures compound each other.
What do I walk away with?
A clear read on exactly where your architecture fails machine-first consumption tests, so you know what to fix first instead of guessing.
You Can’t Fix What You Can’t See.
Traditional rankings are irrelevant if AI agents ignore you. Expose the technical barriers destroying your pipeline today.
Get the Diagnosis