keyword-intelligencelisted

# Keyword intelligence ## Name keyword-intelligence ## Description A vendor-neutral, offline keyword intelligence methodology for SEO, Answer Engine Optimization (AEO), and Generative Engine Optimization (GEO) work. The skill ingests CSV exports from any major keyword research tool, runs a deterministic seven-stage pipeline, and produces five coordinated output artifacts that drive content architecture, triage, AI search visibility, and editorial production decisions. The skill rests on one principle: keywords are observations of demand, not the demand itself. The deliverable is a structured map of intents, clusters, and gaps, not a sorted list. A list ranks strings by attractiveness. A map shows the analyst what is missing, what overlaps, what competitors own, and what generative engines route through. The two outputs lead to different decisions. The skill is designed for reproducibility. Two analysts running the same inputs through the same parameters produce the same scoring and the same recommendations. This separates intelligence from extraction: extraction is a one-off act, intelligence is a process. ## Features The skill provides ten core capabilities organized as a coherent pipeline plus a dedicated theoretical foundation across three reference documents. 1. Multi-tool input normalization. Accepts CSV exports from Semrush (Keyword Magic, Position Tracking, Organic Research), Ahrefs (Keywords Explorer, Site Explorer, Content Gap), Google Search Console (Perfor