LAB-004 / Build the audit, not another dashboard
DIY AI SEO Audit Builder
A scoped build specification for turning crawl exports and Search Console data into a reproducible technical SEO audit with human review gates.
Companion to the YouTube video- Keyword demand
- 2,900 / month
- Workflow
- 70 minutes
- Verified
- 2026-07-22
SEO audit tool
AI SEO audit builder
Create an audit spec, issue taxonomy, severity model, prompt contract, and validation checklist before writing automation code.
PACK CONTENTS
What you will leave with
- Audit PRD
- Normalized issue schema
- Severity scoring model
- Validation and hallucination-control checklist
OPERATING METHOD
Use the pack in 4 passes
- 01
Define the audit contract
Specify inputs, required columns, output schema, exclusions, and what the system must refuse to infer.
- 02
Normalize evidence
Join URL-level crawl and performance data using canonicalized URLs. Preserve raw inputs and log every transformation.
- 03
Separate detection from advice
Use deterministic rules to flag conditions, then use AI to summarize context and propose hypotheses—not to manufacture evidence.
- 04
Validate the output
Sample true positives, false positives, severity ordering, and reproducibility. Require source rows for every finding.