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B2B Tech AEO Case Study: 49x Growth in LLM Referral Revenue

B2B Tech AEO Case Study: 49x Growth in LLM Referral Revenue

Tyler Hakes | Feb 20, 2026 | Case Study

Case Study Summary Optimist worked with a large B2B technology company to design and execute a comprehensive AEO strategy that would increase the brand’s visibility and revenue attribution from AI-driven discovery surfaces. Focus: Answer Engine Optimization...
Retail AEO Case Study: 13x LLM-Sourced Revenue, Year Over Year

Retail AEO Case Study: 13x LLM-Sourced Revenue, Year Over Year

Tyler Hakes | Feb 20, 2026 | Case Study

Case Study Summary Optimist worked with a retail technology company to dramatically increase AI-sourced revenue by building category-level visibility and structured product content designed for AI-driven discovery. Industry: Retail technologyOutcome: 13x increase in...
Fintech AEO Case Study: 8x LLM Conversions in 8 Months

Fintech AEO Case Study: 8x LLM Conversions in 8 Months

Tyler Hakes | Feb 20, 2026 | Case Study

Case Study Summary Optimist worked with a financial software company and helped rapidly increase AI-driven conversions through a targeted SEO + AEO strategy focused on clear content structure, on-page and technical best practices, and connecting the product to the...

Contentstack Content Marketing Case Study: Thought Leadership & 244% Growth in Traffic

Tyler Hakes | Dec 29, 2025 | Case Study

Case Study SummaryOptimist worked with Contentstack to power their thought leadership and demand generation strategy, helping them establish themselves as leaders in headless architecture, digital experience, and microservices.Category: Headless CMS, content...

Popmenu Content Marketing Case Study: 3x Organic Leads & 2x Traffic

Tyler Hakes | Dec 29, 2025 | Case Study

Case Study SummaryOptimist worked with Popmenu after they raised their Series C to help define and jumpstart their content marketing strategy. We helped them build authority within the notoriously difficult and fragemented restaurant space and 3x their...

Plytix Content Marketing Case Study: Demand Gen Drives 5x Inbound Leads

Tyler Hakes | Dec 29, 2025 | Case Study

Case Study SummaryOptimist worked with Plytix to develop a demand generation strategy to help educate customers on the value of Product Information Management (PIM), establish key jobs to be done, and communicate the specific benefits of Plytix’s product for...
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