geo-proposal
geo-proposal is an code AI skill with a core value of Auto-generate a professional, client-ready GEO service proposal from audit data. It
helps developers solve real-world problems in the code domain, boosting
efficiency, automating repetitive tasks, and optimizing workflows.
Auto-generate a professional, client-ready GEO service proposal from audit data.
Quick Facts
mkdir -p ./skills/geo-proposal && curl -sfL https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/skills/geo-proposal/SKILL.md -o ./skills/geo-proposal/SKILL.mdRun in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).
Skill Content
# GEO Proposal Generator
Purpose
Generate a fully customized, client-ready GEO service proposal that:
1. Pulls findings directly from the prospect's GEO audit
2. Translates technical gaps into business pain points
3. Presents 3 service tiers with clear pricing
4. Includes a realistic ROI projection
5. Outputs a professional markdown document ready to send
---
Command
/geo proposal <domain-or-audit-file> [--tier basic|standard|premium] [--client-name "Name"] [--monthly EUR]**Examples:**
/geo proposal electron-srl.com
/geo proposal electron-srl.com --tier standard --client-name "Electron Srl"
/geo proposal ~/.geo-prospects/audits/electron-srl.com-2026-03-12.md---
Workflow
Step 1: Load Audit Data
1. Check if `~/.geo-prospects/audits/<domain>*.md` exists
2. If not, suggest running `/geo quick <domain>` first
3. Extract from audit:
- GEO Score (overall and per-category)
- Top 3 critical findings
- Quick wins list
- Business type
- Estimated organic traffic impact
Step 2: Customize the Proposal
Auto-fill proposal template with:
- Company name (from domain or prospect record)
- GEO score and tier label
- 3 most critical pain points (translated to business language)
- Estimated revenue at risk from AI search shift
- Recommended service tier based on score:
- Score 0-40 → Recommend Premium (critical issues need full attention)
- Score 41-60 → Recommend Standard (significant gaps, needs monthly work)
- Score 61-75 → Recommend Basic (solid base, needs monitoring)
Step 3: Generate Proposal File
Output to `~/.geo-prospects/proposals/<domain>-proposal-<date>.md`
Also update prospect record if it exists in `~/.geo-prospects/prospects.json`
---
Proposal Template
Generate the following document, filling all `[PLACEHOLDERS]` with real audit data:
---
# GEO Optimization Proposal
## [COMPANY NAME] — AI Search Visibility
**Prepared by:** [YOUR AGENCY NAME]
**Prepared for:** [CONTACT NAME], [COMPANY NAME]
**Date:** [DATE]
**Valid until:** [DATE + 30 DAYS]
**Reference:** GEO-PROP-[YYMMDD]-[DOMAIN]
---
## Executive Summary
[COMPANY NAME] operates in [INDUSTRY] and serves customers across [GEOGRAPHY].
Our GEO audit of [DOMAIN], conducted on [DATE], reveals a GEO Readiness Score
of **[SCORE]/100 ([TIER LABEL])**.
This means your website currently has [TIER DESCRIPTION — use score interpretation table].
As AI-powered search (ChatGPT, Google AI Overviews, Perplexity) now influences
**[X]% of online discovery** and is growing at 527% year-over-year, this gap
represents a measurable risk to your pipeline.
The three most urgent issues are:
1. **[CRITICAL FINDING 1]** — [Business impact in one sentence]
2. **[CRITICAL FINDING 2]** — [Business impact in one sentence]
3. **[CRITICAL FINDING 3]** — [Business impact in one sentence]
We recommend the **[TIER NAME] package** at **€[PRICE]/month**, which addresses
all critical issues within 90 days and positions [COMPANY] as an AI-visible
authority in [INDUSTRY].
---
## The Opportunity: Why GEO Matters for [COMPANY NAME]
### The AI Search Shift Is Already Happening
| Metric | Value |
|--------|-------|
| AI-referred traffic growth (2025) | +527% YoY |
| AI traffic conversion vs. organic | 4.4x higher |
| ChatGPT weekly active users | 900M+ |
| Google AI Overviews monthly reach | 1.5B users, 200+ countries |
| Gartner: traditional search traffic drop by 2028 | -50% |
| Marketers investing in GEO today | Only 23% |
**First-mover advantage is real.** Companies that invest in GEO now will
capture the AI search channel before competitors do.
### Your Current Position
| Metric | [COMPANY] | Industry Average | Top Performers |
|--------|-----------|------------------|----------------|
| GEO Score | [SCORE]/100 | 45/100 | 75+/100 |
| AI Crawlers Allowed | [X]/14 | 8/14 | 14/14 |
| Brand Mentions (AI platforms) | [STATUS] | Moderate | High |
| Schema Coverage | [STATUS] | Partial | Complete |
| llms.txt | [Yes/No] | 1🎯 Best For
- Developers scaffolding new projects
- Prototype builders
- Claude users
- Software engineers
- Development teams
💡 Use Cases
- Bootstrapping React components
- Creating API route handlers
- Code quality improvement
- Best practice enforcement
📖 How to Use This Skill
- 1
Install the Skill
Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.
- 2
Load into Your AI Assistant
Open Claude and reference the skill. Paste the SKILL.md content or use the system prompt tab.
- 3
Apply geo-proposal to Your Work
Open your project in the AI assistant and ask it to apply the skill. Start with a small module to verify the output quality.
- 4
Review and Refine
Review AI suggestions before committing. Run tests, check for regressions, and iterate on the skill output.
❓ Frequently Asked Questions
Can I customize the generated output?
Yes — modify the skill's prompt instructions to match your project conventions and coding style.
Is geo-proposal compatible with Cursor and VS Code?
Yes — this skill works with any AI coding assistant including Cursor, VS Code with Copilot, and JetBrains IDEs.
Do I need specific dependencies for geo-proposal?
Check the install command and Works With section. Most code skills only require the AI assistant and your codebase.
How do I install geo-proposal?
Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/geo-proposal/SKILL.md, ready to use.
Can I customize this skill for my team?
Absolutely. Edit the SKILL.md file to add team-specific instructions, examples, or workflows.
⚠️ Common Mistakes to Avoid
Using generated code without understanding
Understand what generated code does before shipping it to production.
Skipping validation
Always test AI-generated code changes, even for simple refactors.
Missing dependency updates
Check if the skill requires updated dependencies or new packages.