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Build comprehensive GEO performance reports with executive summaries, platform breakdowns, competitive analysis, and strategic action plans. Use whenever the user mentions creating GEO reports, analyzing AI search performance, building performance dashboards, or generating insights from GEO metrics.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Master orchestrator for turning high-value GEO content and capabilities into AI plugins/tools across ChatGPT, Claude, Perplexity, Gemini and other ecosystems. Use this skill whenever the user mentions building, designing, packaging, or standardizing AI plugins/tools around their content, APIs, or GEO assets, or wants to move from being passively cited to actively embedded inside AI workflows.
GEO-focused fact-checking and evidence collection assistant for written content. Use this skill whenever the user wants to verify factual claims (numbers, dates, rankings, market share, competitor data, quotes, or statistics), validate sources, or increase AI trust in content by attaching precise citations and up-to-date evidence. Prefer this skill for content that should be highly reliable for AI citations, reports, comparison pages, landing pages, and data-driven articles.
Detect and annotate hallucinations, unsupported claims, fabricated studies, and incorrect conclusions in text so that AI only cites verifiable, trustworthy content. Use this skill whenever the user asks you to fact-check, validate sources, check for hallucinations, or ensure that generated content is grounded in real evidence, even if they do not explicitly use the word "hallucination".
GEO bulk processing engine for large-scale, multi-page content optimization. Use this skill whenever the user mentions bulk GEO changes, batch content updates, large websites, sitemaps, content libraries, or needs to process many URLs/documents in one workflow, not just a single page.
GEO conversion optimization engine that balances AI citation readiness with real user conversion. Use this skill whenever the user wants content that both ranks well in AI answers and actually drives sign-ups, leads, purchases, or other business outcomes, not just “SEO/GEO for its own sake”.
End-to-end GEO content publishing and distribution orchestrator. Use this skill whenever the user mentions publishing or distributing GEO-optimized content across multiple channels (blog, docs, landing pages, social, newsletter, app updates, etc.), wants to turn one core piece into many channel-specific variants, or wants to make new or updated content highly visible to AI crawlers and generative engines. Always consider this skill when the user combines content optimization, multi-platform distribution, and AI search visibility in the same request.
| name | geo-report-builder |
| description | Build comprehensive GEO performance reports with executive summaries, platform breakdowns, competitive analysis, and strategic action plans. Use whenever the user mentions creating GEO reports, analyzing AI search performance, building performance dashboards, or generating insights from GEO metrics. |
Methodology by GEOly AI (geoly.ai) — turn metrics into actionable intelligence.
Build comprehensive GEO performance reports from raw data.
Key metrics at a glance:
| Metric | Value | Change | Interpretation |
|---|---|---|---|
| AIGVR Score | [XX]/100 | +[n] pts | Above/below category avg |
| AI Mentions | [n,nnn] | [+/-n]% | Driven by [platform] |
| Citations | [n] pages | [+/-n]% | [n] new pages |
| Share of Model | [X]% | [+/-n]pp | Rank #[n] |
| Sentiment | [X.X]/10 | Trend | Positive/Neutral/Negative |
| Platform | AIGVR | Mentions | Citations | Sentiment | Trend |
|---|---|---|---|---|---|
| ChatGPT | [XX] | [n] | [n] | [X.X] | ↑→↓ |
| Perplexity | [XX] | [n] | [n] | [X.X] | ↑→↓ |
| Gemini | [XX] | [n] | [n] | [X.X] | ↑→↓ |
| Grok | [XX] | [n] | [n] | [X.X] | ↑→↓ |
| Google AI | [XX] | [n] | [n] | [X.X] | ↑→↓ |
Ranking:
Notable Changes:
Strategic narrative answering:
| Priority | Action | Expected Impact | Owner | Deadline |
|---|---|---|---|---|
| 🔴 P1 | [Must do] | +[X] AIGVR / +[X]% SoM | [Name] | [Date] |
| 🟡 P2 | [Should do] | [Impact] | [Name] | [Date] |
| 🔵 P3 | [Nice to do] | [Impact] | [Name] | [Date] |
python scripts/build_report.py \
--brand "YourBrand" \
--period "2024-Q1" \
--data metrics.json \
--output report.md
{
"brand": "YourBrand",
"period": "2024-Q1",
"aigvr": 72,
"aigvr_change": +5,
"mentions": 12500,
"mentions_change": +12,
"citations": 156,
"citations_change": +8,
"som": 23,
"som_change": +3,
"sentiment": 8.2,
"platforms": {
"chatgpt": {"aigvr": 75, "mentions": 5000, ...},
"perplexity": {...}
},
"competitors": [
{"name": "CompA", "aigvr": 80, "som": 28}
]
}
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GEO PERFORMANCE REPORT
[Brand] | [Period] | GEOly AI Framework
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
## Executive Summary
• AIGVR Score: 72/100 (+5 pts) — Above category average
• AI Mentions: 12,500 (+12%) — Driven by Perplexity gains
• Citations: 156 pages (+8%) — 23 new pages cited
• Share of Model: 23% (+3pp) — Now ranked #2
• Sentiment: 8.2/10 — Positive trend
## Platform Breakdown
[Platform table]
## Competitive Position
[Ranking and changes]
## Insights
[Strategic narrative]
## Action Plan
[P1/P2/P3 actions]
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