AI Slop Diagnostic

The AI Replaceability Audit

Score your content against the eight criteria that determine whether AI systems cite it—or replace it.
Interactive Audit

Check every element your content contains

Select every criterion your content currently meets. Your replaceability score updates in real time.

Before / After

What replaceable vs authority content looks like

Replaceable — AI Slop

"What is instrument calibration?"

Instrument calibration is the process of configuring a device to provide accurate measurements... This ensures compliance with industry standards and regulatory requirements...
  • Any AI can write this. No one will cite it.
Authority Grade

"Calibration Failure Rates: What 847 Facilities Taught Us"

After auditing calibration programs across 847 manufacturing facilities, we found that 63% of out-of-tolerance findings occur within 90 days of the previous calibration cycle...
  • Original data. AI cites this. Competitors can't replicate it.

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We audit your entire content library against the Authority Standard and identify the highest-impact gaps.
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