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Original

English
🇨🇳

Translation

Chinese

GEO Proposal Generator

GEO提案生成器

Purpose

用途

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
生成完全定制化、可直接交付给客户的GEO服务提案，具体包括：
  1. 直接提取潜在客户的GEO审计结果
  2. 将技术差距转化为业务痛点
  3. 呈现3个明确定价的服务层级
  4. 包含真实可信的ROI预测
  5. 输出可直接发送的专业Markdown文档

Command

命令

/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
/geo proposal <domain-or-audit-file> [--tier basic|standard|premium] [--client-name "Name"] [--monthly EUR]
示例：
/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

工作流

Step 1: Load Audit Data

步骤1：加载审计数据

  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
  1. 检查
    ~/.geo-prospects/audits/<domain>*.md
    文件是否存在
  2. 若不存在，建议先运行
    /geo quick <domain>
    命令
  3. 从审计数据中提取以下信息：
    • GEO评分（整体评分及各分类评分）
    • 排名前3的关键问题
    • 快速优化清单
    • 业务类型
    • 对自然流量的预估影响

Step 2: Customize the Proposal

步骤2：定制提案

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)
自动填充提案模板，内容包括：
  • 公司名称（从域名或潜在客户记录中获取）
  • GEO评分及对应层级标签
  • 3个最关键的业务痛点（转化为业务语言）
  • AI搜索算法转变可能导致的营收损失预估
  • 根据评分推荐对应服务层级：
    • 评分0-40 → 推荐高级版（关键问题需要全面处理）
    • 评分41-60 → 推荐标准版（存在显著差距，需要月度优化）
    • 评分61-75 → 推荐基础版（基础良好，仅需监控）

Step 3: Generate Proposal File

步骤3：生成提案文件

Output to 
~/.geo-prospects/proposals/<domain>-proposal-<date>.md
Also update prospect record if it exists in 
~/.geo-prospects/prospects.json
将提案输出至
~/.geo-prospects/proposals/<domain>-proposal-<date>.md
若
~/.geo-prospects/prospects.json
中存在该潜在客户记录，同步更新记录信息

Proposal Template

提案模板

Generate the following document, filling all 
[PLACEHOLDERS]
with real audit data:
markdown
undefined
生成以下格式的文档，将所有
[占位符]
替换为真实审计数据：
markdown
undefined

GEO Optimization Proposal

GEO优化提案

[COMPANY NAME] — AI Search Visibility

[公司名称] — AI搜索可见性

Prepared by: [YOUR AGENCY NAME] Prepared for: [CONTACT NAME], [COMPANY NAME] Date: [DATE] Valid until: [DATE + 30 DAYS] Reference: GEO-PROP-[YYMMDD]-[DOMAIN]
编制方： [您的代理机构名称] 编制对象： [联系人姓名]，[公司名称] 日期： [日期] 有效期至： [日期 + 30天] 参考编号： GEO-PROP-[YYMMDD]-[域名]

Executive Summary

执行摘要

[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].
[公司名称]运营于[行业领域]，服务覆盖[地理区域]。 我们于[日期]对[域名]进行的GEO审计显示，其GEO就绪评分为**[评分]/100（[层级标签]）**。
这意味着您的网站目前[根据评分解读表填写层级描述]。 当前AI驱动的搜索（ChatGPT、Google AI概览、Perplexity）已影响**[X]%的线上流量获取**，且年增长率达527%，上述差距将对您的客户转化管道造成可量化的风险。
三大最紧急问题如下：
  1. [关键问题1] — [一句话说明业务影响]
  2. [关键问题2] — [一句话说明业务影响]
  3. [关键问题3] — [一句话说明业务影响]
我们推荐您选择**[层级名称]套餐**，定价为**€[价格]/月**，该套餐可在90天内解决所有关键问题，助力[公司名称]成为[行业领域]内具备AI搜索可见性的权威主体。

The Opportunity: Why GEO Matters for [COMPANY NAME]

机遇：GEO对[公司名称]的重要性

The AI Search Shift Is Already Happening

AI搜索变革已全面来临

MetricValue
AI-referred traffic growth (2025)+527% YoY
AI traffic conversion vs. organic4.4x higher
ChatGPT weekly active users900M+
Google AI Overviews monthly reach1.5B users, 200+ countries
Gartner: traditional search traffic drop by 2028-50%
Marketers investing in GEO todayOnly 23%
First-mover advantage is real. Companies that invest in GEO now will capture the AI search channel before competitors do.
指标数值
AI引流增长率（2025年）+527% 同比
AI流量转化率 vs 自然流量高出4.4倍
ChatGPT周活跃用户数9亿+
Google AI概览月覆盖用户数15亿用户，200+国家
Gartner预测：2028年传统搜索流量降幅-50%
目前已布局GEO的营销人员占比仅23%
先发优势显著。率先布局GEO的企业将在竞争对手行动前抢占AI搜索渠道的市场份额。

Your Current Position

您的当前现状

Metric[COMPANY]Industry AverageTop Performers
GEO Score[SCORE]/10045/10075+/100
AI Crawlers Allowed[X]/148/1414/14
Brand Mentions (AI platforms)[STATUS]ModerateHigh
Schema Coverage[STATUS]PartialComplete
llms.txt[Yes/No]12% have it78% have it
指标[公司名称]行业平均水平头部企业水平
GEO评分[评分]/10045/10075+/100
AI爬虫访问权限[X]/148/1414/14
AI平台品牌提及量[状态]中等高
Schema覆盖率[状态]部分覆盖完全覆盖
llms.txt文件[是/否]12%的企业已配置78%的企业已配置

Audit Findings Summary

审计结果摘要

GEO Score Breakdown

GEO评分细分

CategoryYour ScoreWeightWeightedPriority
AI Citability & Visibility[SCORE]/10025%[WEIGHTED][HIGH/MED/LOW]
Brand Authority Signals[SCORE]/10020%[WEIGHTED][HIGH/MED/LOW]
Content Quality & E-E-A-T[SCORE]/10020%[WEIGHTED][HIGH/MED/LOW]
Technical Foundations[SCORE]/10015%[WEIGHTED][HIGH/MED/LOW]
Structured Data[SCORE]/10010%[WEIGHTED][HIGH/MED/LOW]
Platform Optimization[SCORE]/10010%[WEIGHTED][HIGH/MED/LOW]
TOTAL GEO SCORE[SCORE]/100[TIER]
分类您的评分权重加权得分优先级
AI可引用性与可见性[评分]/10025%[加权得分][高/中/低]
品牌权威信号[评分]/10020%[加权得分][高/中/低]
内容质量与E-E-A-T[评分]/10020%[加权得分][高/中/低]
技术基础[评分]/10015%[加权得分][高/中/低]
结构化数据[评分]/10010%[加权得分][高/中/低]
平台优化[评分]/10010%[加权得分][高/中/低]
总GEO评分[评分]/100[层级]

Critical Issues Found

发现的关键问题

[For each critical issue from audit:]
[针对审计中发现的每个关键问题：]

🔴 [ISSUE TITLE]

🔴 [问题标题]

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]
我们的发现： [用通俗语言描述技术问题] 业务影响： [该问题对您的营收/可见性的影响] 我们的解决方案： [我们将采取的修复措施] 时间线： [预计看到改善的时间]

Our Solution: Service Packages

我们的解决方案：服务套餐

We offer three engagement models based on the scope of optimization needed.
我们根据优化需求范围，提供三种合作模式。

BASIC — €2,500/month

基础版 — €2,500/月

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
适用场景：评分61-75分，需针对性优化的网站
包含服务：
  • 季度完整GEO审计（每年4次）
  • 季度客户报告，含评分追踪
  • Schema.org配置（组织信息 + 核心页面Schema）
  • AI爬虫访问权限优化（robots.txt）
  • llms.txt文件创建与维护
  • 邮件支持（48小时响应）
预计GEO评分提升： 6个月内提升10-20分 合同要求： 至少6个月

STANDARD — €5,000/month ⭐ Recommended for [COMPANY]

标准版 — €5,000/月 ⭐ 推荐[公司名称]选择

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
适用场景：评分40-60分，需月度结构化优化的网站
包含基础版所有服务，额外增加：
  • 月度完整GEO审计 + 差异报告
  • 月度策略会议（60分钟）
  • 内容可引用性优化（每月最多10个页面）
  • 品牌权威建设（维基百科、维基数据、领英优化）
  • 平台专属优化（Google AIO、ChatGPT、Perplexity）
  • E-E-A-T优化（作者页面、资质认证、内容新鲜度信号）
  • Slack专属沟通渠道（24小时响应）
预计GEO评分提升： 6个月内提升25-40分 合同要求： 至少6个月

PREMIUM — €9,500/month

高级版 — €9,500/月

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
适用场景：评分0-40分存在关键问题的网站，或竞争激烈的行业
包含标准版所有服务，额外增加：
  • 双周策略会议
  • 技术SEO实施支持（核心网页指标、SSR、速度优化）
  • 完整内容策略 + 内容生产（每月4篇优化文章）
  • 主动品牌建设（Reddit、YouTube、行业引用）
  • 竞品监控与应对
  • 专属客户经理
  • 优先支持（4小时响应）
预计GEO评分提升： 6个月内提升40-60分 合同要求： 至少12个月

ROI Projection for [COMPANY NAME]

[公司名称]的ROI预测

Based on your current GEO score of [SCORE]/100 and industry benchmarks:
Scenario6-Month ScoreAI Traffic IncreaseEst. 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
基于您当前的GEO评分[评分]/100及行业基准数据：
场景6个月后评分AI流量增长预估月度额外收益
不采取行动[评分 + 2]/100+5%（自然增长）€[低]
选择基础版[评分 + 15]/100+30-40%€[中]
选择标准版[评分 + 32]/100+60-90%€[高]
选择高级版[评分 + 50]/100+100-150%€[极高]
假设条件：
  • 基于[域名]当前预估月度自然访客量[X]
  • 预计到2026年底，AI搜索将驱动25-40%的自然流量获取
  • AI引流的转化率是常规自然流量的4.4倍
  • 计算采用保守估计——实际结果可能更高
投资回收期（标准版）： 基于当前流量，预计[X]个月

Engagement Timeline

合作时间线

Month 1 — Foundation

第1个月 — 基础搭建

  • 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
  • 启动会议与入驻（第1周）
  • 完整技术审计 + 基准指标采集
  • 快速优化落地：robots.txt、Schema、llms.txt、元描述
  • 预计评分提升：+5-10分

Month 2-3 — Optimization

第2-3个月 — 优化实施

  • 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
  • 内容可引用性改写（前10个核心页面）
  • E-E-A-T优化：作者页面、资质认证、内容日期更新
  • 平台专属优化（Google AIO、ChatGPT、Perplexity）
  • 品牌布局：领英、维基百科/维基数据基础建设
  • 累计预计评分提升：+15-25分

Month 4-6 — Authority Building

第4-6个月 — 权威打造

  • Brand mention campaigns (Reddit, industry sites, YouTube)
  • Topical authority content strategy
  • Monthly reports showing score improvements
  • Expected score improvement: +30-45 points cumulative
  • 品牌提及推广（Reddit、行业网站、YouTube）
  • 主题权威内容策略
  • 月度评分提升报告
  • 累计预计评分提升：+30-45分

Month 6 — Review

第6个月 — 复盘

  • Full re-audit with before/after comparison
  • ROI report
  • Renewal discussion
  • 完整重审计，含前后对比
  • ROI报告
  • 续约沟通

Why Us

选择我们的理由

  • 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
  • GEO专家： 我们专注于AI搜索优化，而非从传统SEO转型的代理机构
  • 透明报告： 月度报告清晰展示所有优化动作及原因
  • 无长期锁定： 完成最低合同期限后，可按月续约
  • 成熟方法论： 覆盖所有主流AI平台的11维度GEO审计
  • 快速见效： 30天内即可看到快速优化成果

Investment Summary

投资汇总

PackageMonthly6-Month12-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.
套餐月度价格6个月总价12个月总价
基础版€2,500€15,000€30,000
标准版€5,000€30,000€60,000
高级版€9,500€57,000€114,000
所有价格不含增值税。付款条款：月度付款，发票开具后15天内结清。

Next Steps

下一步行动

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.
如需推进合作：
  1. 审阅本提案，如有疑问请随时提出
  2. 预约30分钟会议，共同解读审计结果：[日历链接]
  3. 签署服务协议（确认后单独发送）
  4. 启动会议将按您选定的日期安排
本提案自上述日期起30天内有效。

Terms & Conditions

条款与条件

  • 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.

---
  • 最低合作期限： 详见各套餐说明
  • 取消政策： 最低期限后，需提前30天书面通知
  • 保密条款： 所有审计结果及客户数据严格保密
  • 结果说明： 我们保证投入的精力与采用的方法论，但不承诺具体排名结果
  • 报告交付： 月度报告于每月5日前交付
  • 所需权限： Google Analytics / Search Console只读权限（如有）
本提案采用GEO-SEO分析工具编制，基于[日期]对[域名]的审计结果。所有评分及建议均符合当前生成式引擎优化（Generative Engine Optimization）的行业最佳实践。

---

Output

输出结果

  1. Save proposal to 
    ~/.geo-prospects/proposals/<domain>-proposal-<date>.md
  2. Update prospect record: set 
    status
    to 
    proposal
    , save 
    proposal_file
    path
  3. Print confirmation: 
    ✓ Proposal generated: ~/.geo-prospects/proposals/electron-srl.com-proposal-2026-03-12.md
✓ Prospect status updated: Qualified → Proposal
✓ Recommended package: STANDARD (€5,000/month) — Score 32/100

Next: Share the proposal file or run `/geo report-pdf` for a visual version.
  1. 将提案保存至
    ~/.geo-prospects/proposals/<domain>-proposal-<date>.md
  2. 更新潜在客户记录：将
    status
    设置为
    proposal
    ，保存
    proposal_file
    路径
  3. 打印确认信息： 
    ✓ 提案已生成：~/.geo-prospects/proposals/electron-srl.com-proposal-2026-03-12.md
✓ 潜在客户状态已更新：合格 → 已发送提案
✓ 推荐套餐：标准版（€5,000/月）—— 当前评分32/100

下一步：分享提案文件，或运行`/geo report-pdf`生成可视化版本。

Pricing Recommendation Logic

定价推荐逻辑

Base recommendation on GEO score:
  • Score 0-40 → Recommend Premium (critical issues require intensive work)
  • Score 41-60 → Recommend Standard (structured monthly optimization)
  • Score 61-75 → Recommend Basic (maintenance + targeted improvements)
  • Score 76+ → Offer Basic or quarterly retainer check-in
基于GEO评分给出推荐：
  • 评分0-40 → 推荐高级版（关键问题需要深度处理）
  • 评分41-60 → 推荐标准版（需月度结构化优化）
  • 评分61-75 → 推荐基础版（仅需维护与针对性改进）
  • 评分76+ → 推荐基础版或季度保留服务