citation-source-gap-finder
Find the exact pages AI assistants cite when answering questions in your category, and identify which ones you can get into. Claude clusters the cited sources, scores each by attainability, and outputs an outreach/content plan. Platform: AI visibility.
Install / Use
npx skills add irinabuht12-oss/marketing-skills --skill citation-source-gap-finderInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
MarketingSupported Platforms
Our assessment of citation-source-gap-finder
citation-source-gap-finder scores 74/100 on our quality scale, 362nd of 406 Marketing skills we index.
Its SKILL.md is 2.3 KB long, split into 7 sections and no code examples: moderately detailed.
With 1,836 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 6 days ago, so citation-source-gap-finder is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 88/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.
Automated pattern scan on 2026-09-30. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
citation-source-gap-finder compared with similar skills
All 4 of these similar skills score higher than citation-source-gap-finder; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| citation-source-gap-finder (this skill)by irinabuht12-oss | 74 | 1.8k | 6d ago | SKILL.md |
| algorithmic-artby anthropics | 100 | 177.9k | 7d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 7d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 130.2k | 8d ago | SKILL.md |
| ui-ux-pro-maxby nextlevelbuilder | 100 | 130.2k | 8d ago | SKILL.md |
Frequently asked questions
- How do I install citation-source-gap-finder?
- Run
npx skills add irinabuht12-oss/marketing-skills --skill citation-source-gap-finder. The install tabs above show the steps for each supported agent. - Which AI agents does citation-source-gap-finder work with?
- It is written for Claude Code, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is citation-source-gap-finder safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It declares no license and scores 88/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is citation-source-gap-finder still maintained?
- The repository was last updated 6 days ago, so citation-source-gap-finder is actively maintained.
Skill content
View source on GitHubname: citation-source-gap-finder description: Find the exact pages AI assistants cite when answering questions in your category, and identify which ones you can get into. Claude clusters the cited sources, scores each by attainability, and outputs an outreach/content plan. Platform: AI visibility. metadata: platform: AI visibility
2/ Citation Source Gap Finder
What it does
AI answers are built from a surprisingly small set of sources — review sites, comparison posts, Reddit threads, docs, Wikipedia. Claude analyzes which sources get cited for your category's questions and tells you which ones are worth pursuing, so you stop guessing where to earn mentions.
How it works
Paste in AI answers (with citations) from Perplexity, ChatGPT search, and Google AI Overviews for your key queries. Claude extracts every cited URL, clusters them by type (review platform, listicle, community, editorial, docs), counts citation frequency, and scores each cluster by attainability — can you get listed, pitch an update, or publish a competing page that fits the citation pattern.
Practical example
For "best CRM for agencies," 62% of citations across assistants come from 9 URLs. Claude flags that two are listicles updated quarterly (pitchable), one is a G2 category page (fixable via review volume), and three are Reddit threads (community play). It drafts the pitch email for the listicles and the Reddit engagement guidelines.
What you get back
- Ranked list of the actual URLs AI cites for your category
- Source-type breakdown with citation share
- Attainability score and recommended tactic per source
- Draft outreach or content briefs for the top opportunities
When to use it
- After an AI visibility audit shows competitors out-citing you
- Planning next quarter's content and PR priorities
- Deciding whether to invest in review platforms vs owned content
Data access (Ryze MCP)
This skill works best with live account data. Connect the free Ryze MCP once and Claude reads your Google Ads, Meta Ads, GA4 and Search Console directly:
- claude.ai / Claude Desktop: Settings → Connectors → Add custom connector →
https://connector.get-ryze.ai/mcp - Claude Code:
claude mcp add ryze --transport http https://connector.get-ryze.ai/mcp - Cursor: Settings → MCP → add the same URL
Setup guide: https://www.get-ryze.ai/how-to-connect-claude-to-google-meta-ads-mcp
Related Skills
algorithmic-art
177.9kCreating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems.
pptx
177.9kUse this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx or .potx file (even if the extracted content will be used elsewhere, like in an em…
design
130.2kComprehensive design skill: brand identity, design tokens, UI styling, logo generation (55 styles, Gemini, Atlas Cloud, or MuAPI AI), corporate identity program (50 deliverables, CIP mockups), HTML presentations (Chart.js), banner design (22 styles, social/ads/web/print), icon design (15 styles, SVG…
ui-ux-pro-max
130.2kUI/UX design intelligence for web, mobile, and desktop. This skill should be used when designing, building, reviewing, or fixing interfaces, including pages, components, design systems, accessibility, interaction, responsive layout, typography, color, charts, and stack-specific UI implementation.
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.