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

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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. |

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Report Template

The complete report follows this exact structure. Each section includes instructions on what to write and how.

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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 traffic by an estimated XX%, representing approximately $X,XXX/month based on current traffic patterns")

**Tone**: Confident, direct, professional. No jargon. No hedging. Write as a consultant delivering findings, not as a tool generating a report.

Section 2: GEO Readiness Score

Present the overall score prominently:

## GEO Readiness Score: XX/100 — [Label]

Then break down by component in a table:

| Component | Score | Weight | Weighted Score |
|---|---|---|---|
| AI Platform Readiness | XX/100 | 25% | XX |
| Content Quality & E-E-A-T | XX/100 | 25% | XX |
| Technical Foundation | XX/100 | 20% | XX |
| Schema & Structured Data | XX/100 | 15% | XX |
| Brand Authority | XX/100 | 15% | XX |
| **Overall** | | | **XX/100** |

Section 3: AI Visibility Dashboard

Present per-platform readiness scores:

## AI Visibility Dashboard

| AI Platform | Readiness Score | Key Gap | Priority Action |
|---|---|---|---|
| Google AI Overviews | XX/100 | [One