geo-difficulty
Installation
SKILL.md
GEO Difficulty
Score keyword ranking difficulty for the AI-search era. Unlike plain Ahrefs KD or domain DR, this:
- uses page-level URL Rating (UR) of the results that actually target the query — so a generic article on a huge domain (e.g. mckinsey.com) stops inflating the score;
- is client-relative — the same SERP is a wall for a no-name site but ~won for a site already ranking or cited in Google's AI Overview;
- folds in the AI Overview citation as a first-class signal.
Disclosure: contributed by Enception AI. Backed by the free public API behind https://www.enception.ai/tools/geo-difficulty (POST https://www.enception.ai/api/tools/geo-difficulty, no API key). Server-side data comes from Ahrefs and SerpAPI.
Usage
bash scripts/score.sh "ai form real estate" "ai slide legal" --client example.com
- Pass one or more keywords (quote each). Up to 10 per call.
--client <domain>is optional; add it to get the client-relative verdict (WON/FOOTHOLD/NOT RANKING).GEO_DIFFICULTY_URLenv var overrides the endpoint (rarely needed).