GEO Performance Report Builder

该 Skill 定义 GEO 性能报告的结构模板（执行摘要、平台拆分、竞争定位、洞察、行动计划），并提供一个命令行脚本，读取品牌指标 JSON 后输出 Markdown 报告文件。报告中出现的指标含义与评分方法未在本材料内说明。

geoly-geo

热度 62.09

最近更新 2026-05-17 12:59:08

分类：数据依赖：代码执行 / 读写文件应用场景：报告撰写 / 市场分析 / 数据处理

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add geo-report-builder

Metadata

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.

GEO Report Builder

Methodology by GEOly AI (geoly.ai) — turn metrics into actionable intelligence.

Build comprehensive GEO performance reports from raw data.

Report Structure

Section 1: Executive Summary

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

Section 2: Platform Breakdown

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]	↑→↓

Section 3: Competitive Position

Ranking:

[Competitor A] — AIGVR: [XX] | SoM: [%]
[Your Brand] — AIGVR: [XX] | SoM: [%] ← YOU
[Competitor B] — AIGVR: [XX] | SoM: [%]

Notable Changes:

[Competitor X] gained [n]% SoM on "[prompt]" → Threat
You gained [n]% SoM on "[prompt]" → Working

Section 4: Insights & Interpretation

Strategic narrative answering:

What drove biggest positive change?
What is most significant risk/threat?
What content/technical change had most impact?
What to focus on next period?

Section 5: Action Plan

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]

Report Builder Tool

python scripts/build_report.py \
  --brand "YourBrand" \
  --period "2024-Q1" \
  --data metrics.json \
  --output report.md

Input Data Format

{
  "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}
  ]
}

Output Example

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
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]

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━