Case Studies
These pages are not here just to satisfy curiosity. They are here to help buyers judge whether the audit workflow is credible enough to use on their own site. Start with the benchmark-series summary for the cross-site view, then inspect the Ahrefs, HubSpot, and Stripe pages to see what held up, what stayed conservative, and what that means for your own commercial pages.
These public benchmark pages and samples are publishing artifacts, not anonymized customer stories. They exist so buyers can inspect the output quality before more rollout proof is published.
Stripe
81
GEO Score out of 100
Read case study →Ahrefs
77
GEO Score out of 100
Read case study →HubSpot
76
GEO Score out of 100
Read case study →Average GEO Score: 78 across 90 pages crawled
Read the full benchmark research →Benchmark Series Summary
3-site benchmark series across Ahrefs, HubSpot, and Stripe. Aggregate weighted precision: 75.7%.
- Sites
- Ahrefs, HubSpot, Stripe
- Strict precision
- 0.594
- Operational FP share
- 0.079
SEO Audit of Ahrefs.com
A real SEO audit example and evidence-backed report example built from a bounded deep audit of ahrefs.com, with adjudicated findings, methodology, and caveats.
- Target
- ahrefs.com
- Audit package
- deep
- Strict precision
- 0.676
HubSpot GEO Audit Accuracy Validation
A real app-driven deep audit of hubspot.com that preserves the Ahrefs validation framework, adjudication contract, and publication cautions while exposing more stored/live schema drift and interpretive overreach.
- Target
- hubspot.com
- Audit package
- deep
- Strict precision
- 0.515
SEO Audit of Stripe.com
A real app-driven deep audit of stripe.com that preserves the Ahrefs and HubSpot benchmark method while documenting schema drift, a seed-page crawl artifact, and the final adjudicated dataset.
- Target
- stripe.com
- Audit package
- deep
- Strict precision
- 0.588
What this means for your site
Run the same audit on your site
Turn curiosity from the benchmark into a real audit on your own site. The same workflow gives your team a scored report, linked evidence, and a prioritized implementation handoff you can actually ship.