SEO GEO for SaaS

SEO + GEO for SaaS

A battle-tested SEO 系统 built by a bootstr应用ed SaaS founder who grew from 0 to 30k+ organic 会话s/month. This isn't theory — it's the exact methodo记录y, templates, and 检查列出s used to rank a real SaaS product.

This 技能 covers two modes:

设置up — onboard a new SaaS, analyze existing SEO, build a strategy, 创建 a content calendar Publish — write, 优化, and ship SEO+GEO articles using proven templates First-time 设置up

If the user has never used this 技能 before (no seo/ directory in their project), 运行 the onboarding flow. Read references/onboarding.md for the full step-by-step process.

Onboarding 创建s these files in the user's project:

seo/ ├── overview.md # Site architecture, clusters, competitor landscape — 上下文 for spawning new 代理s ├── keywords.md # Master keyword table — local 缓存, avoids repeat API calls ├── opportunities.md # Prioritized gaps, CTR fixes, quick wins ├── published.md # 记录 of every published article — avoids needing a database ├── calendar.md # 5-month content calendar with 进度 追踪ing ├── positioning.md # Current rankings snapshot — 更新d during 审计s ├── templates.md # Article templates adapted for the user's SaaS └── screenshots/ # Product screenshots to use as article images ├── positioning.md # Current rankings snapshot └── templates.md # Article templates adapted for their SaaS

Choosing your SEO data source

This 技能 works with two data 提供者s. During onboarding, ask the user which they have 访问 to:

Option A: SemRush (preferred if avAIlable)

More accurate keyword data, better competitor intelligence If the user has the semrush-re搜索 技能 安装ed, use it directly Otherwise, ask the user to 导出 data from SemRush 网页 UI (CSV 导出s)

Option B: DataForSEO (recommended if no SemRush)

Cheaper, API-first, good enough for most SaaS If the user has the dataforseo 技能 安装ed, use it directly If the user has an account, help them 配置 凭证s

Option C: Manual data

User pastes data from Google 搜索 Console, 导出s, or screenshots Works but slower — encourage API 设置up for ongoing use

Always 检查 which 技能s are avAIlable before asking the user to 安装 anything.

Two operating modes Mode 1: Strategy & Analysis

Use when the user asks to analyze their SEO, find opportunities, 审计 performance, or plan content.

工作流:

Read the user's seo/ files to understand current 状态 Pull fresh data (via SemRush, DataForSEO, or user-provided 导出s) 更新 the relevant files (keywords.md, opportunities.md, positioning.md) Recommend next actions based on the data

Key analyses avAIlable:

Keyword gap analysis (what competitors rank for that you don't) CTR 审计 (high-impression pages with low CTR = quick wins) Content cluster m应用ing (identify missing hub/spoke pages) Competitor benchmarking (traffic, keywords, content strategy) Ranking movement 追踪ing (what's improving, what's dropping)

For keyword re搜索 methodo记录y, read references/keyword-re搜索.md. For content cluster strategy, read references/content-strategy.md. For the biweekly 审计 框架, read references/审计-框架.md.

Mode 2: Content Publishing

Use when the user asks to write an article, b记录 post, or any SEO content.

工作流:

Read seo/templates.md to pick the right template Read seo/keywords.md to identify tar获取 keywords Write the article following the template structure 应用ly GEO optimization (read references/geo-optimization.md) 运行 pre-publish 检查列出 (read references/pre-publish-检查列出.md) 生成 thumbnAIl if needed (read references/thumbnAIl-图形界面de.md)

导入ant: Before writing ANY article, invoke the seo-geo companion 技能 for 验证 (列出ed in recommended 技能s above). It handles technical SEO 验证, 模式 markup, AI 机器人 访问, and GEO scoring. This 技能 handles strategy, templates, and the publishing 工作流. They complement each other.

For article templates, read references/templates.md. For the pre-publish 检查列出, read references/pre-publish-检查列出.md.

Reference files File When to read references/onboarding.md First-time 设置up, when user says "设置 up SEO" or no seo/ folder exists references/keyword-re搜索.md Keyword analysis, finding opportunities, gap analysis references/content-strategy.md Cluster planning, content architecture, competitor m应用ing references/templates.md Writing any article or b记录 post references/pre-publish-检查列出.md Before publishing any content (ALWAYS read this) references/geo-optimization.md Optimizing for AI 搜索 engines (ChatGPT, Perplexity, etc.) references/审计-框架.md Biweekly performance 审计s, 追踪ing 进度 references/thumbnAIl-图形界面de.md Creating b记录 post thumbnAIls Key principles

This 技能 is built for SaaS companies. Every recommendation assumes:

You're selling software, not content Articles exist to drive 签名ups, not ad revenue Your product IS the CTA — not affil