How to use
- Copy the installation command and review the source package before installing it in your own agent environment.
- Check the source document for required tools, credentials and supported hosts.
- Describe your input and desired deliverable; review the output against the source material.
npx skills add https://github.com/openclaudia/openclaudia-skills --skill geo-difficultyBefore you start
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Original skill document
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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
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).
Or call the API directly:
bash
curl -s -X POST https://www.enception.ai/api/tools/geo-difficulty \
-H 'content-type: application/json' \
-d '{"keywords":["ai presentation maker"],"client":"example.com"}' --max-time 150Output columns
- absolute — difficulty 0–100 for a brand-new site (
0.35·KD + 0.40·median competitor page-UR + 0.25·targeting%). - client_verdict / client_diff — only with
--client. WON (top-3 or AI-Overview cited), FOOTHOLD (ranks 4–10), NOT RANKING (with the gap to close, credited for the client's DR). - KD — Ahrefs keyword difficulty;
-for zero-volume long-tail. - UR — median page-level URL Rating of the real competitors.
- tgt% — share of the top-10 that actually target the query.
- AIO —
cited(client in the AI Overview),Nsrc(AIO shown, N sources),none, orn/a(AIO not available for this query). - competitors — the targeting results with their UR.
Notes
- The AI Overview leg depends on Google actually showing an AIO for the query (intermittent); it degrades gracefully to
none/n/a. - Numbers shift day to day as SERPs and UR change — treat as a current snapshot, not a fixed grade.
- Each keyword takes a few seconds server-side; keep
--max-timegenerous for batches.
