Strategic frameworks for Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO).
Seekde’s GEO & AEO desk focuses on practical understanding rather than speculative hype. We cover systems, intent, strategic fundamentals, and the changing discovery journey.
AI search optimization for digital publishers balances crawler governance with citation-ready editorial content engineering. Publishers can use robots.txt to manage training versus search crawlers, while formatting articles with verifiable facts and clear attribution to remain visible across generative answer platforms.
GEO for ecommerce focuses on clear product specifications, merchant feeds, category architecture, reviews and structured product data. These signals can make products easier for search systems to understand and compare, but they do not guarantee recommendation or citation in conversational shopping results.
Generative Engine Optimization for B2B SaaS companies focuses on structuring product documentation, feature matrices, comparison pages, and integration guides for conversational search. Transparent pricing tables and unambiguous technical specifications can make software solutions easier for answer engines to cite accurately during software evaluations.
Refreshing content for AI search means correcting outdated facts, replacing broken citations, clarifying important passages and keeping dates accurate. These practices improve reliability for readers and crawlers, but freshness alone does not guarantee retrieval or citation.
Digital PR can create credible third-party mentions and corroboration that search and retrieval systems may encounter when evaluating a brand or topic. Treat those mentions as external evidence, not as proof that they entered a model's training data or will produce AI citations.
Entity SEO improves consistency around brands, products and authors by making names, attributes and relationships clear across content and structured data. Use authoritative identifiers where appropriate, but knowledge-base inclusion is not a prerequisite for AI-search visibility.