Use when comparing a target site with competitor sites on AI Visibility checks, pass rates, crawl coverage, extraction gaps, or technical visibility deltas using ai-visibility-booster artifacts. Enforces AIVB-xxx public IDs and cautious framing of deltas.
How this skill is triggered — by the user, by Claude, or both
Slash command
/ai-visibility-booster:ai-visibility-competitor-comparisonThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
This skill governs how to interpret `comparison.json` produced by
This skill governs how to interpret comparison.json produced by
/aiv-compare and how to talk about competitor deltas without overclaiming.
AIVB-xxx FAIL rates are the unit of comparison.delta ≥ +0.10 ⇒ target worse than competitor on that check;delta ≤ −0.10 ⇒ target better than competitor on that check;low whenever either side has fewer than 10 analyzed pages.comparison.json under .ai-visibility/comparisons/.AIVB-xxx, severity,
delta, and minimal fix family.AIVB-xxx, severity,
and a one-line note of what the competitor is doing differently.AIVB-019" with "we will be cited more
often". The 36 checks measure crawler-readiness/extractability, not
citation outcomes.docs/source-research.md.Sxxx as a primary public ID in tables.npx claudepluginhub medvedikur/ai_visibility_booster --plugin ai-visibility-boosterCreates, edits, and optimizes skills for Claude Code, including drafting, evaluating with test prompts, iterating on performance, and improving skill descriptions for better triggering accuracy.