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The Human + AI Audit

AI interpreting a website’s structure
Human and AI interpreting the same message
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The audit looks at how meaning is conveyed, and misread, across your digital assets.

Interpretation by AI
  • How metadata, structure, and hierarchy describe your product or brand
  • Whether pages can be accurately summarized and categorized
  • Where AI fills gaps with incorrect assumptions
Interpretation by Humans
  • What a visitor believes you offer within seconds
  • Where expectations diverge from reality
  • Where friction, hesitation, or confusion is introduced
Shared Failure Points
  • Pages that “work” visually but fail structurally
  • Messaging that humans infer but AI cannot
  • Content that performs in isolation but collapses in context

Most audits measure output.
This one measures interpretation.

The audit examines how meaning is communicated and interpreted across the assets that matter most to your business.

  • Core website pages and navigation
  • Landing pages and conversion flows
  • Product pages and ecommerce paths
  • Funnels, campaigns, or marketplace listings
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Building Success, One Step at a Time

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Asset Mapping

Key pages and flows are identified based on intent and impact.

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Signal Extraction

We isolate the structural, semantic, and contextual signals being sent.

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Interpretation Analysis

Human understanding and AI interpretation are evaluated independently.

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Misalignment Detection

Gaps, distortions, and contradictions are surfaced.

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Priority Modeling

Findings are ranked by impact, not volume.

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Audit Synthesis

Insights are consolidated into a clear, usable framework.

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You receive a structured audit that:

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Shows where meaning breaks, and why

We expose the exact points where interpretation fails, not just where performance drops.

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Distinguishes cosmetic issues from structural ones

We prevent your team from wasting time fixing things that don’t change understanding.

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Separates symptoms from root causes

We explain what’s misleading your audience versus what’s simply reacting to deeper issues.

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Gives your team a clear order of operations

We turn a messy list of findings into a focused execution plan.

Across Humans and AI.

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