Case Studies
Evidence-based examples with real data — before/after results and industry applications.
36 articles · Page 1 of 3
AEO for Finance: Building Trust and Citations in Regulated Topics
AEO playbook for finance: trust signals, sourcing, disclaimers, and answer structures that earn AI citations while staying compliant with YMYL rules.
AEO for Healthcare: Compliance-Aware Answer Optimization
A compliance-aware AEO playbook for healthcare publishers: how to structure answers, citations, and schema so AI engines safely cite your content.
Case Study: Agency GEO Service Launch (Illustrative Archetype)
Illustrative archetype showing how a digital marketing agency can productize a GEO service offering, including tier design, deliverables, and qualitative outcomes.
Automotive OEM GEO Case Study: Recovering AI Citations After a Model-Year Refresh
Automotive OEM GEO case study showing how a manufacturer recovered ChatGPT and Perplexity citations after a model-year refresh disrupted entity signals.
B2B SaaS GEO Case Study: From 8% to 24% AI citation rate in 90 days
A B2B SaaS GEO case study on lifting AI citation rate from 8% to 24% in 90 days, including the content changes, measurement, and pipeline impact.
Cybersecurity Vendor GEO Case Study: Earning ChatGPT and Perplexity Citations in a Restricted Vertical
Case study showing how cybersecurity vendors earn ChatGPT and Perplexity citations in a vertical where AI engines distrust generic security claims.
DTC Brand AEO Case Study: From 5% to 18% AI Mention Rate in 120 Days
How a direct-to-consumer skincare brand grew AI mention rate from 5 to 18 percent in 120 days using AEO content rebuild plus FAQ and product schema upgrades.
Case Study: E-Commerce AEO Implementation (Illustrative Archetype)
Illustrative archetype of an e-commerce DTC brand implementing AEO across product, comparison, and category pages, with directional outcomes and tactical detail.
EdTech GEO Case Study: K-12 Coding Platform Triples Revenue From AI-Referred Traffic
EdTech GEO case study: how a K-12 coding platform tripled revenue from AI-referred traffic by targeting high-intent generative engine queries.
Enterprise vs Startup GEO: Citation Velocity Patterns Compared Across Ten Brands
Enterprise vs startup GEO compared: citation velocity, time-to-first-citation, and budget patterns across ten branded archetypes.
Fintech RegTech GEO Case Study: Compliance-Grade AI Citations
How a fintech and regtech SaaS lifted AI citation share for compliance-bound queries while staying inside SEC, FINRA, GDPR, and PCI DSS guardrails.
Government & Public Sector GEO Case Study: Earning AI Citations for .gov Content Under Plain-Language and Accessibility Mandates
How a state public-health agency engineered .gov content to earn AI Overviews and ChatGPT citations while staying within plain-language and Section 508 mandates.