geo-prospect

Runs a condensed GEO readiness audit of a prospect domain and produces proposal-ready sales findings.

15|3|Updated Jul 9, 2026
One-click install
npx skills add https://github.com/thefear078/cursor-kit-for-ai --skill geo-prospect-thefear078
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-prospect
Source: https://github.com/thefear078/cursor-kit-for-ai/tree/main/plugins/geo-seo/skills/geo-prospect
Command: npx skills add https://github.com/thefear078/cursor-kit-for-ai --skill geo-prospect-thefear078

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Agencies selling GEO (Generative Engine Optimization) services need a fast, credible assessment of a sales prospect's AI search visibility before a call, without running a full audit or giving away the implementation playbook. ## Core Features & Use Cases - Rapid Discovery: Fetches the prospect's homepage, robots.txt, llms.txt, and sitemap with curl commands, classifies the business type, and flags red signals like blocked AI crawlers or missing JSON-LD. - Five-Dimension Quick Score: Scores crawler access, technical/SSR, schema, content/E-E-A-T, and citability on 0-100 scales, then computes a weighted composite Prospect GEO Score mapped to engagement tiers. - Competitive Snapshot & AI Spot-Check: Benchmarks the prospect against a competitor domain and tests three queries in Perplexity and ChatGPT to check citation presence. - Proposal-Ready Output: Generates a prospect-facing teaser report and a separate internal sales brief with close-probability signals, package recommendations, and objection handling. - Use Case: Before a sales call with a SaaS prospect, run the 30-minute workflow to produce a GEO Readiness Snapshot showing their score, top three gaps, and how they compare to a named competitor. ## Quick Start Run a GEO prospect audit on example.com against competitor.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 audit a website's AI search visibility before a sales call?▼

Run a condensed GEO audit: fetch the homepage, robots.txt, llms.txt, and sitemap with curl, score five dimensions (crawlers, technical, schema, content, citability), then test three queries in Perplexity and ChatGPT. The workflow targets under 30 minutes per prospect.

What is a GEO readiness score for sales prospects?▼

It is a weighted composite of five 0-100 dimension scores: crawler access, technical/SSR, schema markup, content/E-E-A-T, and citability, each weighted 20%. Scores below 35 signal critical AI invisibility, while 75+ indicates a maintenance-tier engagement.

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

Fetch the site's robots.txt and grep for AI crawler user agents like GPTBot, PerplexityBot, and ClaudeBot with their Disallow rules. Blocked AI bots are an automatic red flag that escalates the prospect to high-opportunity status.

Can I compare a prospect's GEO score against a competitor?▼

Yes, the competitive snapshot phase runs the same curl checks on both domains, comparing llms.txt presence, GPTBot rules, JSON-LD count, and raw HTML word count. The resulting table feeds the sales narrative about who is ahead in AI search.

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

Run the full geo-audit only after the contract is signed. The prospect audit deliberately limits depth to three pages and five dimensions to stay under 30 minutes and avoid giving away the full implementation playbook before the sale.