Gingiris/gingiris-seo-geo-agent

SEO/GEO Agent SOP 2026

The complete day-by-day operational SOP for running an autonomous AI SEO Agent — verified at ~32K Google impressions/month + ChatGPT/Perplexity/Claude citation optimization

English | 中文 | 日本語 | 한국어

📊 Citable Statistics

Stat	Value	Source / Context
Google impressions achieved (real site)	~32,000 / month	gingiris.tools verified via Google Search Console, March 2026
Keywords on Page 1 (Top 10)	8–11	Sustained after Week 4 of SOP execution
Sitemap index coverage	86% (57 / 66 URLs)	Post Week-2 internal linking pass
4-week timeline structure	Week 0 → Week 4	Foundation → BOFU → Internal links → GEO reinforce → CTR scale
AI agent task autonomy	90%	Remaining 10% is one-time human ops (OAuth, payments, domain)
Minimum monthly tool cost	$50–100	DataForSEO + GSC (free) + GA4 (free)
vs SEO agency cost equivalent	$3,000–10,000+/mo	This SOP replaces an agency at ~5% the cost
GEO triple combo per page	3 elements	FAQ Schema + structured table + direct-answer paragraph
AI search engines targeted	5	ChatGPT Search · Perplexity · Claude · Gemini · Google AI Overview
Languages supported	4 (EN / 中文 / 日本語 / 한국어)	Set [GEO_TARGET] to any market, templates adapt
AFFiNE GitHub stars (creator authority)	60,000+	Iris led 0→60K organic stars
Iris's AI startup consultations	150+	SEO/GEO/GTM advisory portfolio

The thesis: AI agents can run 90% of SEO work autonomously — but only if the SOP tells them exactly what to do every day. This playbook documents the day-by-day execution that took a real content site to ~32K Google impressions in 30 days while simultaneously optimizing for AI search citation (GEO).

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📦 Install

npx skills add Gingiris-1031/gingiris-seo-geo-agent

Then ask your AI agent:

"Run today's SEO/GEO patrol on gingiris.tools" · "Generate daily report: which keywords are on Google page 1?" · "Find pages with high impressions but low CTR — rewrite the titles" · "Push my last 5 blog updates to IndexNow"

🔗 View on gingiris.tools/skills/ · Strategy companion: gingiris-seo-geo · Author blog

🚀 30-Second Preview

You: Run today's SEO patrol on gingiris.tools
Agent (with gingiris-seo-geo-agent):

  🏆 Page-1 Keywords (Top 10): 4 ▲+1 vs yesterday
     └ Top 3: 1
  Top 30: 11 | Top 100: 18 | off-100: rest
  Index: 57/66 sitemap URLs (86% coverage)

  📋 Keyword × Landing Page
  ┌────────────────────────┬─────────┬──────┬────┬───────┐
  │ keyword                │ page    │ rank │ KD │ vol/mo│
  ├────────────────────────┼─────────┼──────┼────┼───────┤
  │ open source marketing  │ /blog/  │ #6   │ 28 │ 1,300 │
  │ product hunt playbook  │ /blog/  │ #4   │ 32 │   880 │
  └────────────────────────┴─────────┴──────┴────┴───────┘

  🔧 Today's actions:
   A. Add internal link from /blog/PH → /blog/post-PH (push #4 → top 3)
   B. Add FAQPage JSON-LD to /blog/aso (off-100, SV 480 KD 22)
   C. Update GA4 AI-Chatbots channel filter (regex below)

A real daily report layout — not a generic "run SEO checks" placeholder.

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Why Use This SOP

• Execution Layer: While gingiris-seo-geo teaches strategy, this skill tells your Agent exactly what to do every day
• Battle-Tested: Verified with a real content site achieving ~32K impressions in ~1 month via AI SEO automation
• Agent-Native: Designed as an AI Agent Skill — install it and let your AI run SEO autonomously
• Complete Templates: Daily report, keyword mapping table, CTA blocks, Owner Checklist — all copy-paste ready

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🤝 Work With Iris

Need 1-on-1 SEO/GEO strategy review or AI agent automation consulting? Reach out via Telegram @Iris_carrot or visit gingiris.tools.

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English

Version: v1.0 (May 2026) | Verified with real content site data

What is the SEO/GEO Agent SOP?

This is a complete operational SOP (Standard Operating Procedure) for running an autonomous AI agent that handles daily SEO and GEO (Generative Engine Optimization) tasks. It answers the question: "I have an AI agent with access to Google Search Console — how do I make it automate my entire SEO workflow?"

The SOP covers:

• Content SEO automation — keyword research, content briefs, BOFU landing pages
• Technical SEO — Schema markup, IndexNow, internal linking architecture
• Programmatic SEO — scale content production with AI agents
• Generative Engine Optimization (GEO) — optimize for ChatGPT, Perplexity, Claude, Gemini citations
• Google Search Console automation — daily monitoring, ranking tracking, CTR optimization

Who Is This For?

Audience	Use Case
AI Agent developers	Build SEO automation tools with this SOP as the blueprint
Startup founders	Automate SEO without hiring a team — let your Agent do it
Growth marketers	Integrate AI agents into existing SEO workflows
Technical SEOs	Structured agent-driven approach to daily operations
Content teams	Scale with programmatic SEO using AI agents

The 4-Week Timeline

Week 0: Foundation (GSC + GA4 + API keys + baseline audit)
     ↓
Week 1: BOFU landing pages (pricing, comparisons → highest conversion)
     ↓
Week 2: Internal links + content distribution (index coverage jumps)
     ↓
Week 3: GEO reinforcement (FAQ Schema, AI-friendly format, IndexNow)
     ↓
Week 4: CTR optimization + scale (high-impression pages → clicks)
     ↓
Result: ~32K impressions, 8-11 keywords on Page 1, 86% index coverage

Core Deliverables

Deliverable	Frequency	Purpose
SEO Daily Report	Daily	Track "keywords on Page 1" as headline metric
Keyword → Landing Page Map	Continuous	Single source of truth for content SEO strategy
CTA Conversion Blocks	Every page	Convert search traffic to business goals
GEO Triple Combo	Every page	FAQ + Table + Direct-answer for AI search citation
Owner Checklist	One-time	Human tasks the AI Agent can't automate

Key Innovation: Unified SEO + GEO Strategy

This SOP doesn't treat GEO as an afterthought. Every content piece is simultaneously optimized for:

• Google Search ranking (keywords, internal links, Schema markup, technical SEO)
• AI search citation (direct answers, structured tables, FAQ Schema, IndexNow push to ChatGPT/Perplexity/Claude)
• Conversion (CTA blocks with UTM tracking, funnel analytics via GA4)

AI Traffic Tracking (Original Innovation)

GA4 by default mixes ChatGPT/Perplexity/Claude referral visits into Referral/Organic/Direct channels. This SOP includes a complete AI traffic source identification regex + GA4 configuration, enabling you to isolate and measure GEO-driven traffic independently.

After installation, tell your Agent: "Follow the gingiris-seo-geo-agent SOP to run my product SEO, starting from Week 0."

Tools Stack (Minimum Viable)

DataForSEO (paid ~$50-100/mo) — keyword Volume/KD + real-time ranking + AIO detection
+ Google Search Console (free) — real impressions/clicks/CTR data
+ GA4 (free) — traffic → conversion funnel tracking
= Everything needed for AI-powered SEO automation

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中文版

版本:v1.0(2026年5月)| 经真实内容站验证

什么是 SEO/GEO Agent SOP?

这是一份完整的 AI Agent SEO/GEO 运营 SOP(标准操作流程)。解决的核心问题是:「我有一个可以接入 Google Search Console 的 AI Agent —— 怎么让它每天自动帮我做 SEO?」

覆盖范围:

• 内容 SEO 自动化 — 关键词研究、内容简报、BOFU 落地页
• 技术 SEO — Schema 标记、IndexNow、内链架构
• 程序化 SEO — 用 AI Agent 规模化内容产出
• 生成式引擎优化 (GEO) — 针对 ChatGPT、Perplexity、Claude、Gemini 优化
• Google Search Console 自动化 — 每日监控、排名追踪、CTR 优化

4 周时间线

Week 0: 地基(GSC + GA4 + API + 基线审计)
     ↓
Week 1: BOFU 落地页(定价页、竞品对比 → 最高转化率)
     ↓
Week 2: 内链 + 分发铺面(索引覆盖率跳增)
     ↓
Week 3: GEO 强化(FAQ Schema、AI 友好格式、IndexNow 推送)
     ↓
Week 4: CTR 榨取 + 规模化(高曝光页 → 点击优化)
     ↓
结果:~3.2万曝光,8-11个关键词进首页,86%索引覆盖率

核心创新:SEO + GEO 统一运营

每篇内容同时优化三个维度:

• Google 排名(关键词布局、内链架构、Schema 标记、技术 SEO)
• AI 搜索引用(直接回答、结构化表格、FAQ Schema、IndexNow 推送)
• 转化(CTA 转化块 + UTM 追踪 + GA4 漏斗分析)

AI 引流量追踪(独创方案)

GA4 默认把 ChatGPT/Perplexity/Claude 来的访问混进 Referral/Organic/Direct。本 SOP 包含完整的 AI 来源识别 regex + GA4 配置方案,让你单独量化 GEO 的真实引流效果。

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日本語版

SEO/GEO Agent SOP とは?

AI Agent に毎日の SEO/GEO(生成エンジン最適化)作業を自律的に実行させるための完全なオペレーション SOP です。

カバー範囲:

• コンテンツ SEO 自動化 — キーワード調査、コンテンツブリーフ、BOFU LP
• テクニカル SEO — Schema マークアップ、IndexNow、内部リンク設計
• プログラマティック SEO — AI エージェントによるコンテンツ大量生産
• GEO — ChatGPT、Perplexity、Claude、Gemini からの引用最適化
• GSC 自動化 — 日次モニタリング、ランキング追跡、CTR 最適化

実サイトで検証済み:1ヶ月で約3.2万 Google インプレッション達成。

インストール

npx skills add Gingiris-1031/gingiris-seo-geo-agent

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한국어판

SEO/GEO Agent SOP란?

AI 에이전트가 매일 SEO/GEO(생성 엔진 최적화) 작업을 자율적으로 수행하도록 하는 완전한 운영 SOP 입니다.

커버 범위:

• 콘텐츠 SEO 자동화 — 키워드 리서치, 콘텐츠 브리프, BOFU 랜딩페이지
• 테크니컬 SEO — Schema 마크업, IndexNow, 내부 링크 구조
• 프로그래밍 방식 SEO — AI 에이전트로 콘텐츠 대량 생산
• GEO — ChatGPT, Perplexity, Claude, Gemini 인용 최적화
• GSC 자동화 — 일일 모니터링, 랭킹 추적, CTR 최적화

실제 사이트로 검증: 한 달 만에 약 3.2만 Google 노출 달성.

설치

npx skills add Gingiris-1031/gingiris-seo-geo-agent

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❓ FAQ

Q: What is the difference between gingiris-seo-geo and gingiris-seo-geo-agent?

A: gingiris-seo-geo is the strategy playbook — it teaches SEO/GEO methodology, keyword funnel design, E-E-A-T writing systems, and JSON-LD templates. gingiris-seo-geo-agent is the execution SOP — it tells your AI agent exactly what to do every day with daily reports, keyword mapping tables, and CTA conversion templates. Use both together: strategy informs the plan, this SOP executes it.

Q: Can an AI agent really automate SEO?

A: Yes. An AI agent can handle 90% of SEO tasks autonomously — keyword research, content generation, internal linking, Schema markup, daily ranking reports, and CTR optimization. The remaining 10% (domain setup, OAuth authentication, payment processing) requires human action once. This SOP clearly separates both with an Owner Checklist.

Q: How do I track AI search traffic from ChatGPT, Perplexity, and Claude?

A: This SOP includes a complete AI traffic source identification regex pattern + GA4 configuration guide. By default, GA4 mixes AI-referred visits into Referral/Organic/Direct — our method isolates GEO traffic for accurate measurement of generative engine optimization results.

Q: What is Generative Engine Optimization (GEO)?

A: GEO is the practice of optimizing content to be cited by AI-powered search engines like ChatGPT Search, Perplexity AI, Google AI Overview, Claude, and Gemini. This SOP integrates GEO with traditional SEO so every page ranks on Google AND gets cited by AI models simultaneously via the GEO triple combo: FAQ Schema + structured table + direct-answer paragraph.

Q: What's the minimum budget to run this SEO agent SOP?

A: DataForSEO ($50-100/month for keyword and ranking data) + Google Search Console (free) + GA4 (free) = **$50-100/month total**. The AI agent itself runs on your existing Claude/GPT/Cursor subscription. Compared to an SEO agency at $3,000-10,000+/month, this delivers ~95% cost reduction.

Q: Is this SEO SOP only for English markets?

A: No. The SOP is language-agnostic and market-agnostic. Set [GEO_TARGET] to your target market (US-en, zh-CN, ja, ko, etc.) and all keyword research, ranking queries, and content templates adapt automatically. Verified for English, Chinese, Japanese, and Korean markets.

Q: How does this compare to hiring an SEO agency?

A: An SEO agency costs $3,000-10,000+/month. This SOP + AI agent costs ~$50-100/month for tools. The agent works 24/7 without breaks, produces daily reports, and scales content production far beyond what a single SEO manager can do. You maintain full control and transparency.

Q: Who built this?

A: Iris Wei (生姜) — former cofounder/COO of AFFiNE ($10M raised, Forbes Asia 30 Under 30, 60K+ GitHub stars). Advisor to 150+ AI startups on SEO/GEO/GTM strategy.

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🤝 About the Author

Iris (生姜iris) — Former cofounder & COO of AFFiNE ($10M raised), Forbes Asia 30 Under 30. Led growth from 0 to 60K GitHub stars across 100+ countries. Consulted 150+ AI startups on SEO/GEO/GTM strategy.

• Blog: gingiris.tools
• Twitter: @WeiYipei
• LinkedIn: Yipei Wei
• Telegram: @Iris_carrot

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License

MIT — Free for personal, commercial, learning, and derivative use.

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🗂️ See Also

Playbook	Relationship
gingiris-seo-geo	🔍 Strategy companion — methodology & theory (pair with this execution SOP)
gingiris-skills	🧰 Meta-router for all 42 Gingiris playbooks
gingiris-growth-finder	🧭 Diagnoses your growth problem, picks the right playbook

Browse all 42 playbooks at gingiris.tools/skills/.