GEO Insights & Strategies
Stay ahead of the curve with the latest research, experiments, and guides on Generative Engine Optimization.
The Tokenizer Is the First Gate: What GPT-5's Vocabulary Tells Us About AI Citation
Before GPT-5 reads a single word on your page, your text passes through a tokenizer. This compression layer determines how much of your content fits in a retrieval window, whether your brand name fragments into ambiguous pieces, and whether your prose delivers 2× more information than your tables. The AI citation gap is often a tokenizer problem. Here's what 200,000 tokens reveal about how to fix it.
The New Front Door to the Internet: Why AI Search Visibility Is Now a Growth Imperative
AI-powered search is rapidly becoming the primary way consumers discover, evaluate, and choose brands—reshaping up to $750 billion in revenue by 2028. This shift marks the rise of Generative Engine Optimization (GEO), where visibility inside AI answers—not search rankings—defines digital success.
New Data Shows ChatGPT's Growing Power as a Shopping Assistant (28% YoY Increase)
ChatGPT referrals to retailer mobile apps jumped 28% year-over-year during Black Friday weekend, while Adobe reports AI-driven shopping traffic increased by 805% on Black Friday alone. Here's what this data reveals about the future of e-commerce.