Headings are descriptive, not generic
Why it matters
AI crawlers use heading text as the primary signal of what a page section covers — headings like "Features," "Benefits," "Overview," and "Resources" convey zero topical information and provide no basis for the model to retrieve that section when answering a related query. Descriptive headings with product-specific nouns are what anchor a section in the model's topical map and get it cited.
Severity rationale
High because generic headings strip topical context that AI systems rely on for section-level retrieval.
Remediation
Replace generic single-word headings with descriptive phrases of at least four words that include a product-specific or domain-specific noun. Edit H2 and H3 tags across marketing pages and content routes. Update src/app/page.tsx, pricing, and feature page files.
<h2>What the Security Headers Audit Checks</h2>
<h2>Why Audit Your AI-Built Project</h2>
<h3>Run Your First Audit in 3 Minutes</h3>
DetectionPro
The detection method for this pattern is part of AuditBuffet Pro.
The full method (what to look for, pass and fail conditions, and how results get reported) ships inside the GEO Readiness Audit. The pattern definition, severity rationale, and remediation remain openly licensed under CC-BY-4.0.
Taxons
History
- 2026-04-18·v1.0.0·Initial import from geo-readiness·automated