Case Studies

Proof pages for buyers evaluating MentionBench: each case states the situation, what we shipped inside one AEO/GEO Engagement (Diagnosis / On-site improvement / Bounded off-site), and a verifiable result (or an honest pending baseline) on locked prompts.

Updated 2026-07

Published results

Each published MentionBench case opens with a buyer situation, the work shipped, and a verifiable result—or an honest pending baseline—on locked buying prompts. Start with the self case study or the anonymized B2B PR Assess case. For program scope, see our AEO & GEO Agency for B2B SaaS.

MentionBench

Public baseline Jul 26 near-zero (video + snapshot). On-site SEO→AEO diary Jul 28–30. Panel v1 · N=100 · Before Pending. One AEO/GEO Engagement — Diagnosis / On-site / Bounded off-site.

Read case study

Pending

AI shortlist lift

After Round 2 retest

Round 1

Baseline shipped

Readable who/what/for-whom site

B2B PR agency (anonymized)

Assess shipped: readiness + competitor gap + fix list; locked-prompt baseline frozen. Improve→Review X/N→Y/N Pending.

Read case study

Pending

AI shortlist lift

After Improve→Review retest

3

Assess artifacts shipped

Readiness · gap table · fix list

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