Pr
SEO impact High
Effort Hard
Estimated ROI Good
Definition
A formal demonstration, calculation, code or benchmark.
Why it matters for Google
Independently verifiable, the highest level of rigor.
Context within the E-E-A-T framework
Expertise
Demonstration of deep formal or technical knowledge.
Official reference
Google Quality Rater Guidelines (Sept. 2025) ↗
Standard requirement Section 3.4 · 2.5.2
Full guide coming soon
Actions to implement
- 01
Reproducibility
- 02
Assumptions listed
- 03
Limits discussed
Combine with
Check off your progress, saved in your browser.
Priority levelHigh
Implementation difficultyHard
Time to result3 – 6 months
Pillar reinforcedExpertise
YMYL requirementStandard
QRG section3.4 · 2.5.2
How to measure success
- Audit the page before / after implementation (Screaming Frog + GSC)
- Track the average position on targeted queries in Google Search Console
- Watch organic CTR at D+30 and D+90
- Compare with a control page that did not get the signal
- Add this element to a quarterly E-E-A-T audit grid