geo-report

# GEO Client Report Generator ## Purpose This skill aggregates outputs from all GEO audit skills into a single, professional report that can be delivered directly to a client or stakeholder. The report is written for **business owners and marketing leaders**, not developers — technical findings are translated into business impact and clear action items with priority levels. ## How to Use This Skill 1. Run the following audits first (or use existing report data): - `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-llmstxt` -> llms.txt assessment - (Optional) `geo-brand-mentions` -> brand authority data 2. Collect all scores and findings 3. Calculate the composite GEO Readiness Score 4. Generate the client report using the template below 5. Output: GEO-CLIENT-REPORT.md --- ## GEO Readiness Score Calculation ### 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) | ### Score 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 for Clients | Score 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. | --- ## Report Template The complete report follows this exact structure. Each section includes instructions on what to write and how. --- ### Section 1: Executive Summary Write exactly ONE paragraph (4-6 sentences) covering: - What was analyzed (domain, number of pages, date of analysis) - The overall GEO Readiness Score with context ("XX/100, which places [brand] in the [label] tier") - The single most impactful finding (positive or negative) - Top 3 priority recommendations in one sentence - One sentence on the business impact ("Addressing these recommendations could increase AI-driven tr