A complete AISEO glossary for B2B SaaS marketers — 50 essential terms covering AI search optimization, LLM engines, retrieval mechanics, citation measurement, content quality signals, and the optimization tactics that earn citations in ChatGPT, Perplexity, Gemini, and Google AI Overviews.
AEO is the discipline of winning the answer panel at the top of a SERP. Where AEO overlaps with SEO, where it doesn't, and how to pick targets.
Google does not penalize AI-written content. It penalizes content that lacks information gain. The PNP rule for using AI without wrecking SEO.
SEO and GEO share a foundation and diverge at the layer above. The PNP comparison: what each optimizes for, where the disciplines overlap, and the sequence that makes both pay out.
A fair 2026 comparison of three B2B SaaS marketing models — AI-only stack, hybrid agency, traditional full-service — with criteria, honest tradeoffs, and a decision guide by stage.
A no-jargon beginner's playbook for B2B SaaS marketers on adapting SEO for AI Overviews, LLM citations, and generative search.
Learn our SWOT-to-market framework that helped 50+ startups find winning market positions. Includes 3-week checklist + real case study with 340% lead growth.
Most B2B SaaS companies are burning through content budgets faster than a server crash on Black Friday. They're hiring generalist writers who promise the world but deliver generic "business blog content" that sounds like it was written by someone who's never seen a SaaS dashboard, let alone understood the difference between ARR and MRR.
