Real businesses implementing Generative Engine Optimization within the discipline of AI Visibility Architecture. Each study documents the full journey from baseline audit through structural implementation and measurable inclusion results.
Follow as we implement AI Visibility Architecture within Clemelopy itself using the Orchard Ecosystem Framework™. This longitudinal case study tracks how generative inclusion evolves from baseline to measurable outcomes.
How a professional photographer is implementing GEO to get recommended by AI when couples search for wedding and portrait photography.
Optimizing a makeup artist's online presence for AI visibility, from bridal makeup to editorial work.
A local cleaning service implementing GEO to appear in AI recommendations for "best cleaning service near me" queries.
Each case study documents a real business implementing Generative Engine Optimization within the discipline of AI Visibility Architecture over a 12-month period.
We begin with a true baseline and track measurable indicators of generative inclusion, including Share of Model, AI-attributed referral traffic, brand mention frequency, and citation rate across controlled prompt sets.
These studies are longitudinal and transparent. They record structural changes, ecosystem development, and observable inclusion patterns as they evolve.
The goal is not to showcase isolated wins, but to document how architectural clarity and connected expertise influence visibility within generative systems such as ChatGPT, Perplexity, and Google AI Overviews.
Are you ready to transform your AI visibility? We're selecting businesses to participate in our 12-month longitudinal case studies. You'll work directly with the Clemelopy team to implement the Orchard Ecosystem Framework™, and we'll document your journey from baseline to measurable AI inclusion results.
12 months of personalized GEO strategy and implementation support
Track your AI visibility growth with transparent metrics and data
Be featured on our YouTube channel, podcast, and website
By applying, you agree to our Case Study Participation Agreement
We select businesses across various industries. Whether you're a solo entrepreneur or established business, we'd love to hear from you.
Lock in founding member pricing and start optimizing your content for the future of AI-powered search.
Get Started — From $29/mo