geo-proposal

geo-proposal is a skill for Claude Code from multiplex-ai/muggle-ai-teams. It costs 83 tokens per session (2,985 once invoked), scanned A, a copy of geo-proposal, MIT.

A tool that turns GEO audit findings into a client proposal. GEO, or generative engine optimization, means improving a website's chances of being found and cited by AI search services.

In plain words
What is it for?
Use it to create a Markdown or PDF proposal with an executive summary, findings, service tiers, pricing, timeline, and terms.
Why use it?
It removes the need to rewrite technical audit results into a sales document by hand.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the muggle-ai-teams plugin — 166 skills, 55 commands, 30 agents, 4 hooks shipped together

Good fit Use it to create a Markdown or PDF proposal with an executive summary, findings, service tiers, pricing, timeline, and terms.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/multiplex-ai/muggle-ai-teams/geo-proposal
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add multiplex-ai/muggle-ai-teams --skill geo-proposal
Clone the repo
git clone --depth 1 https://github.com/multiplex-ai/muggle-ai-teams

Made for: Claude Code.

Or install muggle-ai-teams, the plugin that ships this one along with the rest of its 166 skills, 55 commands, 30 agents, 4 hooks.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for geo-proposal

README.md
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Your own site
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Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for geo-proposal

Your own site · 80×15
<a href="https://agentmods.dev/skills/multiplex-ai/muggle-ai-teams/geo-proposal"><img src="https://agentmods.dev/badge/skills/multiplex-ai/muggle-ai-teams/geo-proposal.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 83 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,985 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 100% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00083 $0.02985
Opus 5.5 $0.00033 $0.01194
Sonnet 5.5 $0.00017 $0.00597
Haiku 4.5 $0.00008 $0.00298

Measured 5d ago against content hash 1e28ba46765c, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

geo-proposal scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

100% identical to geo-proposal — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/geo-proposal/SKILL.md · 346 lines

How it starts

The opening of the file, as written. The whole thing — 346 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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] | 12% have it | 78% have it |

---

## Audit Findings Summary

### GEO Score Breakdown

| Category | Your Score | Weight | Weighted | Priority |
|----------|-----------|--------|---------|----------|
| AI Citability & Visibility | [SCORE]/100 | 25% | [WEIGHTED] | [HIGH/MED/LOW] |
| Brand Authority Signals | [SCORE]/100 | 20% | [WEIGHTED] | [HIGH/MED/LOW] |
| Content Quality & E-E-A-T | [SCORE]/100 | 20% | [WEIGHTED] | [HIGH/MED/LOW] |
| Technical Foundations | [SCORE]/100 | 15% | [WEIGHTED] | [HIGH/MED/LOW] |
| Structured Data | [SCORE]/100 | 10% | [WEIGHTED] | [HIGH/MED/LOW] |
| Platform Optimization | [SCORE]/100 | 10% | [WEIGHTED] | [HIGH/MED/LOW] |
| **TOTAL GEO SCORE** | | | **[SCORE]/100** | **[TIER]** |

### Critical Issues Found

[For each critical issue from audit:]

#### 🔴 [ISSUE TITLE]
**What we found:** [Technical finding in plain language]
**Business impact:** [What this means for their revenue/visibility]
**Our fix:** [What we will do to resolve it]
**Timeline:** [When they will see improvement]

---

## Our Solution: Service Packages

We offer three engagement models based on the scope of optimization needed.

---

### BASIC — €2,500/month
*Best for: Sites with score 61-75 needing targeted improvements*

**What's included:**
- Quarterly full GEO audit (4x/year)
- Quarterly client report with score tracking
- Schema.org implementation (Organization + key page schemas)
- AI crawler access optimization (robots.txt)
- llms.txt creation and maintenance
- Email support (48-hour response)

**Estimated GEO score improvement:** +10-20 points in 6 months
**Contract:** Minimum 6 months

---

### STANDARD — €5,000/month ⭐ Recommended for [COMPANY]
*Best for: Sites with score 40-60 needing structured monthly work*

**Everything in Basic, plus:**
- Monthly full GEO audit + delta report
- Monthly strategy call (60 minutes)
- Content citability optimization (up to 10 pages/month)
- Brand authority building (Wikipedia, Wikidata, LinkedIn optimization)
- Platform-specific optimization (Google AIO, ChatGPT, Perplexity)
- E-E-A-T improvements (author pages, credentials, freshness signals)
- Slack channel for fast communication (24-hour response)

**Estimated GEO score improvement:** +25-40 points in 6 months
**Contract:** Minimum 6 months

---

### PREMIUM — €9,500/month
*Best for: Sites with score 0-40 with critical issues, or competitive industries*

**Everything in Standard, plus:**
- Bi-weekly strategy calls
- Technical SEO implementation support (Core Web Vitals, SSR, speed)
- Full content strategy + production (4 optimized articles/month)
- Active brand building (Reddit, YouTube, industry citations)
- Competitor monitoring and response
- Dedicated account manager
- Priority support (4-hour response)

**Estimated GEO score improvement:** +40-60 points in 6 months
**Contract:** Minimum 12 months

---

## ROI Projection for [COMPANY NAME]

Based on your current GEO score of [SCORE]/100 and industry benchmarks:

| Scenario | 6-Month Score | AI Traffic Increase | Est. Additional Value/Month |
|----------|--------------|--------------------|-----------------------------|
| No action | [SCORE + 2]/100 | +5% (organic growth) | €[LOW] |
| Basic package | [SCORE + 15]/100 | +30-40% | €[MED] |
| Standard package | [SCORE + 32]/100 | +60-90% | €[HIGH] |
| Premium package | [SCORE + 50]/100 | +100-150% | €[VERY HIGH] |

**Assumptions:**
- Based on estimated [X] monthly organic visitors to [DOMAIN]
- AI search is projected to drive 25-40% of organic discovery by end of 2026
- AI-referred traffic converts at 4.4x the rate of regular organic traffic
- Calculations use conservative estimates — actual results may vary

**Payback period (Standard package):** [X] months based on current traffic

---

## Engagement Timeline

### Month 1 — Foundation
- Kick-off call and onboarding (Week 1)
- Full technical audit + baseline metrics capture
- Quick wins implementation: robots.txt, schema, llms.txt, meta descriptions
- Expected score improvement: +5-10 points

### Month 2-3 — Optimization
- Content citability rewrites (top 10 pages)
- E-E-A-T improvements: author pages, credentials, dates
- Platform-specific optimization (Google AIO, ChatGPT, Perplexity)
- Brand presence: LinkedIn, Wikipedia/Wikidata groundwork
- Expected score improvement: +15-25 points cumulative

### Month 4-6 — Authority Building
- Brand mention campaigns (Reddit, industry sites, YouTube)
- Topical authority content strategy
- Monthly reports showing score improvements
- Expected score improvement: +30-45 points cumulative

### Month 6 — Review
- Full re-audit with before/after comparison
- ROI report
- Renewal discussion

---

## Why Us

- **GEO specialists**: We focus exclusively on AI search optimization, not traditional SEO agencies adapting to GEO
- **Transparent reporting**: Monthly reports show exactly what changed and why
- **No lock-in beyond minimum**: Month-to-month after initial commitment
- **Proven methodology**: 11-dimension GEO audit covering all major AI platforms
- **Fast results**: Quick wins visible within 30 days

---

## Investment Summary

| Package | Monthly | 6-Month | 12-Month |
|---------|---------|---------|----------|
| Basic | €2,500 | €15,000 | €30,000 |
| Standard | €5,000 | €30,000 | €60,000 |
| Premium | €9,500 | €57,000 | €114,000 |

*All prices exclude VAT. Payment terms: monthly, due within 15 days of invoice.*

---

## Next Steps

To move forward:

1. **Review this proposal** and share any questions
2. **Schedule a 30-minute call** to walk through findings together: [CALENDAR LINK]
3. **Sign the service agreement** (sent separately upon acceptance)
4. **Kick-off call** scheduled for your chosen start date

This proposal is valid for **30 days** from the date above.

---

## Terms & Conditions

- **Minimum commitment:** As stated per package above
- **Cancellation:** 30-day written notice after minimum term
- **Confidentiality:** All audit findings and client data are strictly confidential
- **Results:** We guarantee effort and methodology, not specific ranking outcomes
- **Reporting:** Monthly reports delivered by the 5th of each month
- **Access needed:** Read access to Google Analytics / Search Console (if available)

---

*This proposal was prepared using GEO-SEO analysis tools and reflects findings
from the audit of [DOMAIN] conducted on [DATE]. All scores and recommendations
are based on current industry best practices for Generative Engine Optimization.*

Read the full file on GitHub · 346 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 5d ago First seen · 346 lines · 83 tokens per session scan A 1e28ba46765c

Subscribe to this mod's changes

geo-proposal is a skill published in the GitHub repository multiplex-ai/muggle-ai-teams (2 stars, last pushed 2d ago), licensed MIT. It adds 83 tokens to every session and 2,985 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to geo-proposal, differing in 0 lines, and is treated as a copy.

Related

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Auto-generate a professional, client-ready GEO service proposal from audit data. Creates a full proposal in markdown and PDF including executive summary, findings, recommended service packages (Basic/Standard/Premium), pricing, timeline, and terms. Use when user says "proposal", "proposta", "offerta", "preventivo"…

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geo-proposal

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