Content includes specific, citable data
Why it matters
Numbers, percentages, counts, and dates are inherently citable — AI systems extract them verbatim and attribute them to your site, giving you durable presence in generative answers. Content that stays purely qualitative ("many features," "fast response," "comprehensive coverage") leaves the model nothing measurable to hand back to a user, so your page is skipped in favor of a competitor page with hard numbers.
Severity rationale
Medium because specific data points materially increase citation rate but are complementary to definitional and FAQ content.
Remediation
Add at least three distinct specific data points to public content pages — check counts, coverage percentages, publication cadence, measurement thresholds, or named quantities. At least two must be non-price metrics. Distribute them across the homepage, pricing, and feature pages under src/app/.
<p>22 checks. 4 categories. 90-day rolling benchmark window. Updated monthly.</p>
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
- 2026-06-11·v1.0.1·Example data-point sentences updated 22 -> 24 checks to match geo-readiness v1.2.0 (this check is literally about accurate data points). No criteria change.·by geo-first-party-alignment