From UnifAPI
Creates an execution-ready fix plan for AI visibility gaps, categorizing root causes as Structure, Authority, or Presence and recommending build paths. Use after AI visibility audit.
How this skill is triggered — by the user, by Claude, or both
Slash command
/unifapi:ai-visibility-fix-planThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Turn AI visibility evidence into an execution-ready fix plan for generative engine optimization. The plan should say which prompt gaps to attack, why the current cited source wins, and whether the fix is **Structure**, **Authority**, or **Presence**.
Turn AI visibility evidence into an execution-ready fix plan for generative engine optimization. The plan should say which prompt gaps to attack, why the current cited source wins, and whether the fix is Structure, Authority, or Presence.
This is an enhanced skill: it reads live public data through UnifAPI when needed, but it remains eyes, not hands. It does not edit pages, post on third-party sites, buy reviews, or manipulate mentions.
Start from ai-visibility-audit or ai-answer-gap output. Re-pull only what is stale or missing:
geo/serp with target set to the brand domain. Confirm whether the brand is cited, merely named, or absent.geo/keywords/search-volume so the fix plan attacks prompts people actually ask.geo/mentions/top-domains, geo/mentions/top-pages, and geo/mentions/cross-aggregated-metrics to identify the source or competitor winning the answer.seo/serp to identify quick wins where the brand ranks organically but is not cited in the AI answer.browser/markdown on the brand page and winning source to compare extractability: definition blocks, comparison tables, FAQ sections, cited stats, and clear headings.Keep the run date, platform, market, prompt set, and billing metadata in the output.
geo/serp, read the page with browser/markdown, validate schema, or check the third-party listing.Use these as the default remediation menu:
| Cause | Fix pattern | Acceptance check |
|---|---|---|
| Structure | Add concise definition, comparison table, FAQ, summary bullets, internal anchors, and clean headings. | browser/markdown shows extractable answer blocks. |
| Authority | Add original stats, dated claims, expert/customer quotes, primary-source citations, and author/review signals. | Page visibly cites sources and contains current, attributable evidence. |
| Presence | Get listed or genuinely mentioned on the surface AI already cites. | The third-party surface contains the brand with accurate positioning. |
| Organic-but-uncited | Reformat the ranking page instead of creating a new one. | seo/serp still ranks; geo/serp re-check shows citation movement or better source fit. |
Return a prioritized plan:
# AI Visibility Fix Plan - {brand/domain} ({YYYY-MM-DD})
## Summary
- Highest-value prompt gap: ...
- Fastest win: ...
- Dominant miss cause: Structure | Authority | Presence
## Fix Plan
| Priority | Prompt | AI vol | Current owner | Cause | Build path | Action | Acceptance check |
| -------- | ---------------------------- | ------ | ------------- | -------- | ----------- | -------------------------------------------------------- | -------------------------------------- |
| Now | best {category} for startups | 1.9k | g2.com | Presence | Third-party | Earn accurate listing/reviews on the cited category page | Re-check top-pages and listing content |
## Page-Level Tasks
- Existing page updates: ...
- Net-new pages: ...
- Third-party presence targets: ...
## Re-check Plan
- Re-run the same prompt set and market after shipping.
- Compare cited-source slots, name-drops, and absences separately.
- Record UnifAPI cost from billing metadata.
npx claudepluginhub unifapi-agent/agents --plugin unifapiIdentifies prompts where your brand is missing from AI answers, reveals who owns those answers, and prioritizes gaps by AI search volume to focus content efforts.
Optimize content for AI search engines and LLM citations. Helps your content get cited by ChatGPT, Perplexity, Google AI Overviews, and more.
Optimizes content for AI search visibility and LLM citations in Google AI Overviews, ChatGPT, Perplexity, Claude, Gemini. Useful for answer engine optimization and citation readiness.