SEO + GEO Playbook Optimizer
Full-stack SEO & GEO audit powered by a battle-tested internal SOP playbook. Covers keyword strategy, on-page optimization, internal linking, link building — plus the Claude News Flywheel strategy for building topical authority recognized by both Google and AI search engines.
Usage
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Inputs
- - Keyword or URL (required)
- Page content / article draft (optional — paste full text for deeper analysis)
- Competitor URLs (optional)
- Site stage:
new (<3mo) | growing (3-12mo) | mature (>12mo)
Output
- 1. Keyword Matrix — primary keyword + semantic variants + search intent
- Title Tag & H1 Optimization — 3 alternatives (parallel / CTA / progressive logic)
- Article Structure — H2/H3 framework using 5Ws+1H, content gap analysis
- Internal Link Audit — anchor text rules, link hierarchy, orphan page detection
- Backlink Plan — tiered by site stage (new / growing / mature)
- GEO Strategy — Claude News Flywheel plan for AI engine authority
- Execution Priority — Quick Wins this week vs. 1-month vs. 3-month roadmap
- SEO Health Score — scored across 6 dimensions out of 100
Core SOP Rules Built-in
- - Rankings on page 1 → driven by backlinks; rankings in top 3 → driven by content
- New sites (<3mo): max 1-2 guest posts per important page; always start with pillow links
- Anchor text: same anchor must point to only ONE destination page
- Internal links: 2-5 per page; pillar → child; child → parent + siblings
- Keyword density: natural integration, never keyword-stuffed
SEO + GEO: Claude News Flywheel
Use Claude to continuously generate news articles → publish to a /news section → accumulate topical authority → get recognized as authoritative by both Google and AI engines (ChatGPT, Perplexity, Gemini, Claude).
Why it works:
- - Google rewards sites that consistently publish fresh, niche-relevant content
- AI search engines (GEO) crawl and cite authoritative domain sources as references
- A news section compounds — 200 news articles beat 10 pillar pages for broad keyword coverage
- Dual benefit: traditional SEO ranking + AI citation probability
Flywheel Steps:
- 1. Pick a niche topic cluster (e.g. "Amazon FBA news", "AI tools updates")
- Use Claude to research + rewrite into original news articles daily/weekly
- Publish to
/news or /blog with proper on-page SEO - Add internal links from news articles → money pages
- Over 3-6 months, Google recognizes topical authority → rankings rise
- AI engines start citing your site as a source → GEO traffic begins
SEO + GEO 策略优化器
基于经过实战验证的内部SOP策略手册，提供全栈SEO与GEO审计。涵盖关键词策略、页面优化、内链建设、外链构建——以及Claude新闻飞轮策略，用于建立被Google和AI搜索引擎同时认可的主题权威性。
使用方法
seo audit: [关键词或URL]
seo optimize: [关键词] 针对 [网站URL]
analyze seo for: [粘贴页面内容]
geo strategy: [细分领域或网站URL]
news flywheel: [主题或网站]
输入参数
- - 关键词或URL（必填）
- 页面内容/文章草稿（可选——粘贴全文进行深度分析）
- 竞争对手URL（可选）
- 网站阶段：new（3个月以内）| growing（3-12个月）| mature（12个月以上）
输出内容
- 1. 关键词矩阵——主关键词 + 语义变体 + 搜索意图
- 标题标签与H1优化——3个备选方案（并列式/行动号召式/递进逻辑式）
- 文章结构——基于5W1H的H2/H3框架，内容缺口分析
- 内链审计——锚文本规则、链接层级、孤立页面检测
- 外链计划——按网站阶段分层（新站/成长站/成熟站）
- GEO策略——针对AI引擎权威性的Claude新闻飞轮计划
- 执行优先级——本周速赢 vs 1个月 vs 3个月路线图
- SEO健康评分——6个维度百分制评分
内置核心SOP规则
- - 排名在首页→靠外链驱动；排名在前三→靠内容驱动
- 新站（3个月以内）：每个重要页面最多1-2篇客座文章；始终从枕头链接开始
- 锚文本：同一锚文本必须仅指向一个目标页面
- 内链：每页2-5个；支柱页→子页；子页→父页+兄弟页
- 关键词密度：自然融入，绝不堆砌关键词
SEO + GEO：Claude新闻飞轮
使用Claude持续生成新闻文章→发布到/news板块→积累主题权威性→被Google和AI引擎（ChatGPT、Perplexity、Gemini、Claude）同时认定为权威来源。
为何有效：
- - Google奖励持续发布新鲜、垂直相关内容的网站
- AI搜索引擎（GEO）会抓取并引用权威域名来源作为参考
- 新闻板块具有复利效应——200篇新闻文章在关键词覆盖广度上胜过10篇支柱页面
- 双重收益：传统SEO排名 + AI引用概率
飞轮步骤：
- 1. 选择一个细分主题集群（例如亚马逊FBA新闻、AI工具更新）
- 使用Claude调研并改写为原创新闻文章（每日/每周）
- 发布到/news或/blog板块，做好页面SEO
- 从新闻文章添加内链→指向盈利页面
- 经过3-6个月，Google认可主题权威性→排名上升
- AI引擎开始将你的网站作为来源引用→GEO流量启动
