Understand the answer layer
Generative engine optimization examines how answer surfaces represent a brand, which public sources they cite, and whether a site provides clear, accessible, supported evidence for those answers. It complements SEO; it does not replace it.
Platform guides
How supported answer surfaces differ
Review the public context, observable evidence, and measurement limitations for ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, Bing Copilot, and Grok. Product coverage still depends on project configuration, readiness, and availability.
Explore the platform guides
Comparison framework
Evaluate enterprise GEO approaches
Compare monitoring and evidence depth, implementation ownership, reporting, integration boundaries, governance, and fit. Use the framework to define your buying criteria before reviewing individual products or service models.
Use the enterprise comparison framework
Continue with CiteSurge
See the public methodology, review the four capabilities, or discuss an enterprise GEO program.