geo-prospect

Runs a condensed GEO readiness audit for sales prospects with scoring, competitor comparison, and proposal-ready reports.

15|3|Updated Jul 9, 2026
One-click install
npx skills add https://github.com/kiurakku/cursor-kit-for-ai --skill geo-prospect-kiurakku
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-prospect
Source: https://github.com/kiurakku/cursor-kit-for-ai/tree/main/plugins/geo-seo/skills/geo-prospect
Command: npx skills add https://github.com/kiurakku/cursor-kit-for-ai --skill geo-prospect-kiurakku

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Agency teams need a fast, credible GEO (Generative Engine Optimization) assessment before sales calls, but a full audit takes too long and gives away the deliverable. This Skill produces a teaser report in under 30 minutes that demonstrates expertise, scores the prospect's AI search readiness, and qualifies engagement scope. ## Core Features & Use Cases - Rapid Discovery & Scoring: Fetches the prospect's homepage, robots.txt, llms.txt, and sitemap, then scores five dimensions (crawler access, technical/SSR, schema, content/E-E-A-T, citability) into a composite 0-100 Prospect GEO Score. - Competitive Snapshot & AI Spot-Check: Compares the prospect against a competitor domain and runs three test queries in Perplexity, ChatGPT, or Google AI Overviews to check citation visibility. - Proposal-Ready Outputs: Generates a prospect-facing teaser report plus an internal sales brief with engagement tier, objection handling, and package recommendations. - Use Case: Before a sales call with a SaaS prospect, run the audit to discover GPTBot is blocked and no Organization schema exists, then present a teaser report showing a score of 42/100 with the competitor ahead — justifying a full geo-audit engagement. ## Quick Start Run a GEO prospect audit on example.com against competitor rival.com and produce the teaser report and internal sales brief.

Frequently Asked Questions about geo-prospect

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

FAQPage Schema
How do I run a quick GEO audit before a sales call?▼

Fetch the prospect's homepage, robots.txt, llms.txt, and sitemap with curl, then score five dimensions — crawler access, technical/SSR, schema, content, and citability — into a composite 0-100 score. The full workflow targets under 30 minutes and outputs a teaser report.

What is a GEO readiness score for websites?▼

It is a weighted composite of five dimensions: crawler access (20%), technical/SSR (20%), schema (20%), content/E-E-A-T (20%), and citability (20%). Scores below 35 signal critical AI invisibility, while 75+ indicates a maintenance-level engagement.

How do I check if a site blocks GPTBot or PerplexityBot?▼

Fetch the site's robots.txt and grep for each bot's user-agent followed by a Disallow rule. The audit checks GPTBot, PerplexityBot, ClaudeBot, and Googlebot, treating blocked AI crawlers as a red flag and scoring opportunity.

Can I compare a prospect's AI visibility against a competitor?▼

Yes. The competitive snapshot fetches both domains and compares llms.txt presence, GPTBot rules, JSON-LD count, and raw HTML word count. A three-query spot-check in Perplexity or ChatGPT then verifies which brand gets cited.

When should I use a prospect audit instead of a full GEO audit?▼

Use the prospect audit pre-sale to qualify leads and build proposals without giving away the deliverable. It samples at most 3 pages at reduced depth; the full geo-audit runs post-contract across all pages and dimensions.