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From gr-geo-cite
Provides SEO & GEO playbook for ranking on Google and AI search (ChatGPT, Perplexity, Claude). Includes keyword funnel, JSON-LD schema, E-E-A-T content, comparison pages, IndexNow. For dev tools/OSS/B2B SaaS.
How this skill is triggered — by the user, by Claude, or both
Slash command
/gr-geo-cite:gingiris-seo-geoWhen to use
Use to rank on Google AND get cited by AI search (ChatGPT / Perplexity / Claude / Gemini): keyword funnel (volume 300-1000 / KD 5-35), JSON-LD schema, E-E-A-T content, comparison pages, IndexNow. Enforces 2026-06-24 execution standards: internal links ≤2-3/para, cite competitor blogs as external links, title contains best/free/top/guide+year, breadcrumb schema, Bing IndexNow for GEO indexing.
The summary Claude sees in its skill listing — used to decide when to auto-load this skill
本 skill 默认场景：**开发者工具 / 开源项目 / B2B SaaS 出海**
CODE_OF_CONDUCT.mdCONTRIBUTING.mdLICENSEREADME.mdassets/logo.pngassets/star.pngreferences/2c-adaptation.mdreferences/comparison-pages.mdreferences/content-sop.mdreferences/en/comparison-pages.mdreferences/en/content-sop.mdreferences/en/geo-evidence-standard.mdreferences/en/geo-optimization.mdreferences/en/keyword-strategy.mdreferences/en/seo-foundations.mdreferences/en/writing-voice.mdreferences/geo-evidence-standard.mdreferences/geo-optimization.mdreferences/keyword-strategy.mdreferences/seo-foundations.md本 skill 默认场景：开发者工具 / 开源项目 / B2B SaaS 出海
如果你的产品是 2C 消费品 / 教育 / 应用 / 游戏，以下参数需要调整：
| 参数 | 默认值（B2B/开源） | 2C 建议值 |
|---|---|---|
| 关键词 volume 下限 | 300 | 50（长尾高转化词量少但值得做） |
| E-E-A-T 要求 | 创始人真实声音 | YMYL 品类（教育/医疗/金融）需可验证资质 + 方法论透明页 |
| 启动渠道 | PH / GitHub / HN | Reddit 垂类社区 / 小红书 / TikTok / 知乎 / Quora |
| 程序化页面风险 | 低 | 需"每页独有价值"，防 doorway page penalty |
| 关键词策略 | 单轨 BOFU + 长尾 | 加"时间窗口红利词"（如"2026 新规/改革/新题型"） |
| 外链获取渠道 | 技术媒体 / dev blog | 行业媒体 / 学校机构 / 垂直 KOL |
详细 2C 使用指南见 → references/2c-adaptation.md
作者：Iris (生姜iris) | 版本：v1.0 (2026年4月)
SEO 和 GEO 不是两件事，是一件事的两面。结构化数据同时服务传统搜索和 AI 搜索。
传统 SEO 解决「被搜到」，GEO 解决「被 AI 引用」。
2026 年的搜索流量已经分裂为两个入口：Google/Bing 的传统排名，和 ChatGPT/Perplexity/Claude 的 AI 回答。你的内容必须同时在两个战场上赢。
| 维度 | SEO（传统搜索） | GEO（AI 搜索） |
|---|---|---|
| 目标 | Google/Bing 排名 | AI 回答中被引用 |
| 核心信号 | 反向链接 + 关键词匹配 | 结构化数据 + E-E-A-T 真实性 |
| 内容格式 | H2/H3 层级 + 长尾词覆盖 | 直接回答 + 对比表格 + FAQ Schema |
| 技术手段 | XML Sitemap + Core Web Vitals | IndexNow + robots.txt 开放 AI 爬虫 |
| 衡量方式 | GA4 自然流量 + Ahrefs 排名 | 手动检查 AI 引用频率 |
| 参数 | 标准 | 说明 |
|---|---|---|
| Volume | 300–1,000/月 | 新站专打此区间；大词竞争太激烈 |
| Keyword Difficulty | KD 5–35 | KD > 35 = 新站短期内无法排进首页 |
| Traffic Potential | 300+ | 看该词落地页的整体流量潜力，不只看单词 |
| Search Intent | 第一要务 | 写前先看该词 Google top-10（忽略 Sponsored）判意图（step-by-step 指南 vs 列表/gallery），内容必须对齐意图 |
| 竞品新词 | 优先挖 | 扒竞品 blog 最新文，找还没被 Google 爬到的新词 |
| 规则 | 标准 | 原因 |
|---|---|---|
| 内链密度 | 每段 ≤ 2-3 个 | 多了 Google 判 spam → 降 ranking |
| 外链策略 | 主动 cite 竞品 blog | Google 视为客观 → 提信用分 → 提 ranking |
| 标题套路 | best / free / top / guide + 年份 | CTR 提升最显著的公式 |
| Meta description | 关键词 rephrase（如 "figma alternative" → "the alternative to Figma"） | 提点击率 |
| 面包屑导航 | BreadcrumbList schema + 可见 | 结构信号 + SERP 富结果提 CTR |
| Freshness | 标注最后更新日期 | freshness 信号提排名 |
| URL 结构 | 短 + 含词 + 带尾斜杠 | 可读 + 语义信号 |
[建议补充]。详见 references/geo-evidence-standard.md| 主题 | 文件 | 说明 |
|---|---|---|
| 关键词漏斗策略 | references/keyword-strategy.md | TOFU/MOFU/BOFU 关键词矩阵与优先级 |
| SEO 技术基础 | references/seo-foundations.md | 核心页面优化、Schema、站点架构 |
| GEO 优化实操 | references/geo-optimization.md | IndexNow、AI 爬虫、引用优化 |
| GEO 证据层标准 | references/geo-evidence-standard.md | 43% 权重表 + 证据纪律 + 一手论文引用库 |
| 内容生产 SOP | references/content-sop.md | 从选题到发布的完整流程 |
| E-E-A-T 写作声音 | references/writing-voice.md | 创始人声音系统，提升真实性信号 |
| 竞品对比页 SOP | references/comparison-pages.md | 页面结构、Schema、关键词嵌入 |
Author: Iris (生姜iris) | Version: v1.0 (April 2026)
SEO and GEO are not two separate things — they're two sides of the same coin. Structured data serves both traditional search and AI search simultaneously.
Traditional SEO solves "being found." GEO solves "being cited by AI."
In 2026, search traffic splits into two entry points: Google/Bing rankings, and AI answers from ChatGPT/Perplexity/Claude. Your content must win on both battlefields.
| Dimension | SEO (Traditional Search) | GEO (AI Search) |
|---|---|---|
| Goal | Google/Bing rankings | Cited in AI answers |
| Core Signal | Backlinks + keyword match | Structured data + E-E-A-T authenticity |
| Content Format | H2/H3 hierarchy + long-tail coverage | Direct answers + comparison tables + FAQ Schema |
| Technical | XML Sitemap + Core Web Vitals | IndexNow + robots.txt allowing AI crawlers |
| Measurement | GA4 organic traffic + Ahrefs rankings | Manual check of AI citation frequency |
| Parameter | Standard | Why |
|---|---|---|
| Volume | 300–1,000/month | New sites only fight in this range; high-volume terms are too competitive |
| Keyword Difficulty | KD 5–35 | KD > 35 = new sites can't reach page 1 short-term |
| Traffic Potential | 300+ | Evaluate the full page traffic potential, not just the single keyword |
| Search Intent | #1 priority | Before writing, check Google top-10 for the term (ignore Sponsored). Identify intent (step-by-step guide vs list/gallery). Content MUST align with intent — this is the #1 ranking factor |
| Competitor new words | Mine first | Scrape competitor blog's latest posts for terms Google hasn't indexed yet |
| Rule | Standard | Reason |
|---|---|---|
| Internal link density | ≤ 2–3 per paragraph | More = Google spam signal → ranking drop |
| External link strategy | Actively cite competitor blogs | Google reads as objective → trust score up → ranking up |
| Title formula | best / free / top / guide + year | Highest CTR lift formula |
| Meta description | Keyword rephrase (e.g. "figma alternative" → "the alternative to Figma") | CTR boost |
| Breadcrumb nav | BreadcrumbList schema + visible | Structure signal + SERP rich result → CTR |
| Freshness | Show last-updated date | Freshness signal improves ranking |
| URL structure | Short + keyword-rich + trailing slash | Readability + semantic signal |
[needs-source]. See references/en/geo-evidence-standard.md| Topic | File | Description |
|---|---|---|
| Keyword Funnel Strategy | references/en/keyword-strategy.md | TOFU/MOFU/BOFU keyword matrix & prioritization |
| SEO Technical Foundations | references/en/seo-foundations.md | Core page optimization, Schema, site architecture |
| GEO Optimization | references/en/geo-optimization.md | IndexNow, AI crawlers, citation optimization |
| GEO Evidence-Layer Standard | references/en/geo-evidence-standard.md | 43% weight table + evidence discipline + primary-source citation library |
| Content Production SOP | references/en/content-sop.md | End-to-end workflow from topic selection to publishing |
| E-E-A-T Writing Voice | references/en/writing-voice.md | Founder voice system for authenticity signals |
| Comparison Page SOP | references/en/comparison-pages.md | Page structure, Schema, keyword embedding |
| Metric | Result |
|---|---|
| AFFiNE GitHub stars | 60,000+ (among fastest open-source projects to 10k pre-ChatGPT era) |
| GitHub Trending appearances | 28 times (Aug-Dec 2022) |
| Product Hunt #1 launches coached | 30+ |
| AI startups consulted | 150+ |
| Content cadence proven effective | 4 articles/week, KD 5–35 long-tail keywords |
EN: SEO & GEO Dual-Engine Playbook 2026 — Rank on Google AND get cited by AI search (ChatGPT, Perplexity, Claude, Gemini). Enforces 2026-06-24 execution standards: Ahrefs keyword filter (volume 300–1,000 / KD 5–35 / traffic potential 300+), internal links ≤2–3 per paragraph, cite competitor blogs as external links, title formula best/free/top/guide+year, keyword rephrase in meta description, BreadcrumbList schema, $20–30 quality backlink outreach, Bing IndexNow for GEO, AI-friendly format (1-sentence answer + table + FAQ), GA4 AI traffic tracking.
ZH: SEO & GEO 双引擎增长手册（2026-06-24 标准）—— 同时拿下 Google 排名和 AI 搜索引用。关键词筛选标准：volume 300–1,000 / KD 5–35 / traffic potential 300+。执行规则：内链每段 ≤2–3 个、主动 cite 竞品外链、标题含 best/free/top/guide+年份、meta description 关键词 rephrase、面包屑 BreadcrumbList schema、$20–30 高质量外链、Bing IndexNow 推送、AI 友好格式（一句话答+表格+FAQ）、GA4 AI 流量追踪。
JA: SEO & GEO デュアルエンジン成長プレイブック（2026-06-24基準）— Google検索とAI検索（ChatGPT、Perplexity、Claude）の両方を攻略。キーワード選定基準：volume 300–1,000 / KD 5–35 / traffic potential 300+。実行ルール：内部リンクは段落あたり≤2–3個、競合ブログへの外部リンク、タイトルにbest/free/top/guide+年、meta descriptionのキーワードrephrase、BreadcrumbListスキーマ、$20–30外部リンク獲得、Bing IndexNow、AI対応フォーマット（一文回答+表+FAQ）、GA4 AIトラフィック追跡。
KO: SEO & GEO 듀얼 엔진 성장 플레이북（2026-06-24 기준）— 구글과 AI 검색(ChatGPT, Perplexity, Claude) 양쪽 동시 공략. 기본값은 개발자 도구/OSS/B2B SaaS용. 2C 제품은 references/2c-adaptation.md 참조. 키워드 선정 기준: volume 300–1,000 / KD 5–35 / traffic potential 300+. 실행 규칙: 단락당 내부링크 ≤2–3개, 경쟁사 블로그 외부링크 인용, 제목에 best/free/top/guide+연도, meta description 키워드 rephrase, BreadcrumbList 스키마, $20–30 고품질 백링크, Bing IndexNow, AI 친화적 포맷(한 문장 답변+표+FAQ), GA4 AI 트래픽 추적.
npx claudepluginhub gingiris-1031/gingiris-skills --plugin gr-backlinksCreates SEO_STRATEGY.md with traditional SEO and GEO tactics for AI platforms like Google AI Overviews, ChatGPT, Perplexity, Claude, Gemini, prioritized by effort/impact. Requires CUSTOMER.md.
Audits and rewrites content to rank in AI search answers (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews). Use for GEO audits, AI citation optimization, or per-engine strategy.
Optimizes content for traditional search engines (SEO) and AI visibility (AEO/GEO) including featured snippets, AI Overviews, and generative AI citations. Use for audits, schema markup, site architecture, and AI search readiness.