OBSERVED CLIENT EVIDENCE
AEO, GEO And AI Search Case Studies
These case studies document observed client work with the starting condition, research method, intervention, measurement window, result and limitation kept distinct. Client identities are disclosed only when permission allows.
OBSERVED CLIENT EVIDENCE
Featured Enterprise B2B SaaS Case Study
BLINDED CLIENT CASE STUDY
Enterprise B2B SaaS AI Search Visibility
An established revenue-intelligence brand began with zero mentions across a 171-answer unbranded benchmark. The engagement combined buyer-question research, technical retrieval, content, source authority and SEO. Later independent measurements found substantial AI visibility, competitive recommendation strength and organic-search growth.
EVIDENCE STANDARD
What Every Published Case Must Show
A useful case states the sample, surface, work, period, outcome and limits. Different prompt sets are never presented as a controlled pre-post result, and a mention is not treated as proof of revenue.
OBSERVED CLIENT EVIDENCE
How To Read The Evidence
Observed
The metric came from client analytics, crawl evidence or a defined AI-answer sample.
Separate Studies
The 171-answer baseline, later visibility scan and 756-prompt Google AI Mode analysis used different study designs and are reported separately.
Blinded
The client category and operating context are public; identifying details remain confidential.
No Guarantee
Case results document past work and do not promise the same outcome for another company, prompt set or platform.
Next Useful Step
Discuss The Evidence Behind Your AI Visibility Gap
Bring one high-value buyer journey and the evidence you already have. We will define the baseline needed before any outcome claim can be made.