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geo-report

Aggregates GEO audit outputs into a client-ready report with composite scores and prioritized actions.

15|3|Updated Jul 9, 2026
Search Tags:#reporting#seo#geo#ai search#client deliverable#audit aggregation#citability
One-click install
npx skills add https://github.com/kiurakku/cursor-kit-for-ai --skill geo-report-kiurakku
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-report
Source: https://github.com/kiurakku/cursor-kit-for-ai/tree/main/plugins/geo-seo/skills/geo-report
Command: npx skills add https://github.com/kiurakku/cursor-kit-for-ai --skill geo-report-kiurakku

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? After running multiple GEO (Generative Engine Optimization) audits, teams are left with scattered technical findings that stakeholders cannot act on. This Skill consolidates those outputs into a single business-facing report that answers: are we visible in AI search, what is it costing us, and what do we fix first? ## Core Features & Use Cases - Composite Scoring: Combines category scores from citability, content, technical, schema, and crawler audits into a weighted 0-100 GEO Score with tier labels. - Structured Client Deliverable: Produces an executive summary, score dashboard, priority action table (max 10 items), category deep-dives, and a 90-day roadmap in business language. - Use Case: An agency finishes auditing a client's site with geo-citability, geo-schema, and geo-crawlers, then uses this Skill to deliver a board-ready report translating findings like "missing Organization schema" into business impact statements. ## Quick Start Aggregate the outputs from my geo-audit, geo-citability, geo-content, geo-technical, geo-schema, and geo-crawlers runs into a client-ready GEO report with a composite score and 90-day roadmap.

Frequently Asked Questions about geo-report

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I create a GEO audit report for clients?▼

Run the category audit skills first (geo-citability, geo-content, geo-technical, geo-schema, geo-crawlers), then use geo-report to aggregate their outputs. It computes a weighted composite score and generates an executive summary, priority actions, and a 90-day roadmap in business language.

How is the GEO composite score calculated?▼

The GEO Score weights Platform/Citability at 25%, Content at 25%, Technical at 20%, Schema at 15%, and Brand/Crawlers at 15%. When both crawler and brand mention scores exist, Brand/Crawlers combines them at 60/40. The final score is rounded to an integer and capped at 100.

What inputs does the GEO report generator require?▼

It requires category scores and findings from geo-citability, geo-content, geo-technical, geo-schema, and geo-crawlers. Optional inputs include geo-llmstxt, geo-brand-mentions, geo-platform-optimizer, and geo-compare for competitive context sections.

Can I use the GEO report without running all category audits?▼

Yes, but the composite score loses accuracy. The four core categories (citability, content, technical, schema) plus crawlers are marked required; optional skills like geo-compare and geo-brand-mentions only enrich specific sections such as competitive context.

What is the difference between a GEO report and an SEO audit report?▼

A GEO report measures visibility and citability in AI-generated answers (ChatGPT, Perplexity, AI Overviews), while SEO reports track traditional search rankings. The report includes a GEO vs SEO distinction note and avoids mixing ranking advice with citation advice.

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