sk Skill · TheSmokeDev
geo-fanout
Query fan-out and topic-cluster optimization for AI search. Maps a topic's full sub-query space, audits cluster coverage against what engines actually fan out into, and engineers titles and URL slugs for semantic match with fan-out queries. Use when a site needs to win citations beyond the organic top 10 or cover a topic cluster instead of a single head term.
Open on skills.sh ↗read 2026-09-15
- installs 8w
- 0
- 30-day movement
- starts with the next reading
- Related entries
- 1
- Connections
- 6
markdownPython
- Host repository
- TheSmokeDev/geo-skills
- Allowed tools
- Read, Grep, Glob, Bash, WebFetch, Write
- Host stars
- 25
- Host language
- Python