gingiris-seo-geo — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited gingiris-seo-geo (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Language / 语言: 中文 | English
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 |
| 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 |
| 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 |
| 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 |
| 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 30-50 long-tail keywords |
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.