Knowledge base
SEO & Search Generative Experience (SGE)
How search engines and generative AI surfaces rank, summarize, and cite content, and how to earn visibility in both.
10 topics · 10 articles
- Optimizing for AI Search: GEO and AIO
Generative engine optimization (GEO) and AI optimization (AIO) are about earning citations and mentions in AI-generated answers, n…
- Information Gain Score in SEO
Information gain measures how much new value a page adds beyond what already ranks. Search engines reward pages that teach somethi…
- Programmatic SEO with AI
Programmatic SEO generates many pages from a template and a dataset. AI can help draft, but the risk is mass-producing thin pages …
- Core Web Vitals and Server Performance
Core Web Vitals measure loading, interactivity, and visual stability. Many fixes are frontend, but server performance decides the …
- E-E-A-T and Digital Footprints
Experience, expertise, authoritativeness, and trustworthiness (E-E-A-T) are how search engines judge whether content deserves to r…
- Reverse-Engineering Search Intent
Search intent is what a user actually wants when they type a query. Reverse-engineering it means reading the current results, the …
- Semantic HTML and Schema Markup
Semantic HTML tells browsers and crawlers what each part of a page means, and schema markup adds machine-readable facts about enti…
- Voice and Conversational Search Optimization
Voice and conversational search favor short, direct answers spoken aloud, often from featured snippets and local results. The cont…
- International Technical SEO
International SEO is about serving the right language and region version to each user and crawler. The technical pieces, hreflang,…
- Parasite SEO and Brand Protection
Parasite SEO publishes content on high-authority third-party sites to rank for your brand or product terms, sometimes to divert tr…
Field notes
Search is splitting into two surfaces: classic blue links and generated answers. The fundamentals still decide who gets seen, crawlability, clear structure, real expertise, and fast pages. What changes is the reward for being quotable and verifiable, because generative systems cite sources they can trust and parse.
Treat SEO as an engineering discipline, not a checklist. Measure crawl and index health, Core Web Vitals in the field, and how often your brand appears in AI answers. Fix the technical floor first, then invest in content that adds information nobody else has.
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