geo-report

name	geo-report
description	Generate a professional, client-facing GEO report combining all audit results into a single deliverable with scores, findings, and prioritized actions
version	1.0.0
author	geo-seo-claude
tags	["geo","report","client-deliverable","executive-summary","action-plan"]

GEO client report generator

Aggregates outputs from the geo-* audit family into one report for business owners and marketing leaders (not developers). Technical findings translate into business impact and prioritized actions.

How to use

1. Run (or collect existing output of) these audits:
   • geo-platform-optimizer → GEO-PLATFORM-OPTIMIZATION.md
   • geo-schema → GEO-SCHEMA-REPORT.md
   • geo-technical → GEO-TECHNICAL-AUDIT.md
   • geo-content → GEO-CONTENT-ANALYSIS.md
   • (Optional) geo-llms-txt → llms.txt assessment
   • (Optional) geo-brand-mentions → brand authority data
2. Collect all scores and findings
3. Calculate the composite GEO Readiness Score (formula below)
4. Generate the report using the 12-section template in template.md
5. Output: GEO-CLIENT-REPORT.md

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GEO readiness score

Component weights

Component	Weight	Source skill
AI Platform Readiness	25%	geo-platform-optimizer
Content Quality & E-E-A-T	25%	geo-content
Technical Foundation	20%	geo-technical
Schema & Structured Data	15%	geo-schema
Brand Authority & Entity Presence	15%	geo-platform-optimizer (entity signals)

Formula

GEO Score = (Platform Score * 0.25) + (Content Score * 0.25) + (Technical Score * 0.20) + (Schema Score * 0.15) + (Brand Score * 0.15)

Round to the nearest integer. Cap at 100.

Score interpretation

Range	Label	Client-facing description
85-100	Excellent	Your site is well-positioned for AI search. Focus on maintaining and expanding your advantage.
70-84	Good	Solid foundation with clear opportunities to improve AI visibility. Targeted optimizations will yield significant results.
55-69	Moderate	Your site has gaps in AI readiness that competitors may be exploiting. A structured optimization plan will close these gaps.
40-54	Below Average	Significant barriers to AI search visibility exist. Without action, your brand risks being invisible in AI-generated answers.
0-39	Needs Attention	Critical AI readiness issues require immediate action. Your competitors are likely capturing the AI search traffic your brand should own.

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Report structure

The 12-section template lives in template.md. Fill each section with actual audit data.

1. Executive summary (one paragraph)
2. GEO readiness score (overall + component table)
3. AI visibility dashboard (per-platform readiness)
4. AI crawler access status (robots.txt by bot)
5. Brand authority analysis (entity presence across platforms)
6. Citability analysis (top 5 most + least citable pages)
7. Technical health summary
8. Schema and structured data
9. llms.txt status
10. Prioritized action plan (Quick Wins / Medium-Term / Strategic) — bucket criteria + examples in examples.md
11. Competitor comparison (if URLs provided)
12. Appendix (methodology, data sources, glossary)

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Tone and formatting

• Markdown throughout: tables for data, bullets for recommendations, bold sparingly for key terms
• One blank line between sections; --- separators between major sections
• All URLs absolute
• Written for business owners — confident, direct, action-oriented
• Every finding connects to a specific action
• Translate technical issues into business outcomes
• Avoid: jargon without explanation, hedging, passive voice, excessive caveats
• Use: "Your site [does/does not]...", "We recommend...", "This impacts..."
• Dollar-value framing: conservative estimates, state assumptions, never guarantee results (examples in examples.md)

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Output

GEO-CLIENT-REPORT.md — filled template, 3,000-6,000 words, ready to send to a client without editing, self-contained (no references to other report files).