SEO Content Autopilot

Data-driven blog content pipeline for AI agents.
Keyword research → content gaps → SEO writing → GEO optimization → publish.
Works with OpenClaw, Claude Code, or any agent that reads markdown.

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What It Does

Turns your Google Search Console data into published blog content — automatically.

Skill	What it does
keyword-research	Pulls GSC data, classifies intent, clusters topics, scores opportunities, generates content calendar
content-gap-analysis	Maps your content vs. competitors, finds missing topics, identifies format gaps
blog-writer	Researches, writes, optimizes, and publishes SEO + GEO articles to your CMS
geo-content-optimizer	Makes content citable by AI systems (ChatGPT, Perplexity, Google AI Overviews)
seo-audit	Finds quick wins from GSC data — indexing issues, CTR drops, cannibalization

No paid SEO tools required. Just GSC, optional GA4, and your AI agent.

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Who This Is For

• Solo founders / small teams who need consistent blog output but don't have a content team
• E-commerce sites wanting data-driven content strategies tied to real search data
• SaaS companies running content marketing on autopilot
• SEO practitioners who want to skip the manual research grind
• Anyone with GSC access who wants their agent to handle the content pipeline end-to-end

Impact: Sites using this pipeline typically see 3-5x content output, better keyword targeting (real data vs. guessing), and measurable organic traffic growth within 2-3 months.

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Install

Any agent (OpenClaw, Claude Code, Cursor, Codex, etc.)

git clone https://github.com/watchdealer-pavel/seo-content-autopilot.git
cd seo-content-autopilot

Tell your agent to set it up

Paste this into your agent chat:

I want to set up SEO Content Autopilot for my blog.
Read SETUP.md and walk me through the configuration.

The agent will ask you ~5 questions (site URL, competitors, industry, CMS type) and configure everything.

Manual setup

Replace placeholders in skill files ({{SITE_URL}}, {{COMPETITORS}}, {{INDUSTRY}}) with your values.

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Dependencies

# GSC data access (required) — v0.3.0+ recommended for quick wins, regex filters, rich results
git clone https://github.com/watchdealer-pavel/mcp-server-gsc.git
cd mcp-server-gsc && npm install && npm run build

# GA4 reporting (optional)
pip install google-analytics-data

Both require a Google Cloud service account with access to your GSC/GA4 properties. See connectors/ for setup guides.

mcp-server-gsc v0.3.0+ Tools

Tool	What it does
search_analytics	Core GSC query — clicks, impressions, CTR, position
enhanced_search_analytics	Regex filtering + auto quick-wins flagging
detect_quick_wins	Find ranking opportunities with revenue estimation
coverage_report	Cross-reference sitemap vs analytics for orphaned pages
rich_results_check	Audit structured data (Product, FAQ, Review)
batch_inspect	Check indexing status for multiple URLs
list_sitemaps / submit_sitemap	Sitemap management

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Usage

Just ask your agent naturally:

"Find keyword opportunities for my blog"

"What content gaps do we have vs. competitors?"

"Write a blog article about [topic] and publish it as draft"

"Run an SEO audit — what are our quick wins?"

"Optimize this article for AI citations"

The agent reads the matching skill file and follows the workflow. No special commands needed.

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Scheduling

OpenClaw

# Monthly keyword research (1st of month, 9am)
openclaw cron add "0 9 1 * *" "Run keyword research and save report" --model anthropic/claude-opus-4

# Blog articles 2x/week
openclaw cron add "0 10 * * 1,4" "Write and publish a blog article from keyword priority list" --model anthropic/claude-opus-4

GitHub Actions (Claude Code)

Pre-built workflows in scheduling/github-actions/:

• Weekly keyword research → creates GitHub issue with report
• Monthly content gap analysis → creates GitHub issue
• On-demand article publishing → manual trigger

Copy to your repo: cp -r scheduling/github-actions/.github .

System cron

See scheduling/system-cron.md for crontab examples.

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Data Flow

GSC Data → keyword-research → content calendar
                                    ↓
         content-gap-analysis → gap priorities
                                    ↓
                  blog-writer → draft article
                                    ↓
           geo-content-optimizer → AI-optimized
                                    ↓
                              CMS → published
                                    ↓
                  seo-audit → performance tracking → back to keyword research

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Connectors

Connector	Purpose	Guide
GSC	Search Console data (required)	connectors/gsc/
GA4	Analytics traffic data (optional)	connectors/ga4/
CMS	Framer, WordPress, Ghost, or markdown	connectors/cms/

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Examples

Ready-to-use configs for different industries:

• examples/ecommerce/ — E-commerce product blog
• examples/saas/ — B2B SaaS content marketing

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License

MIT

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Built for the OpenClaw community.
Inspired by real-world SEO workflows from chronotimepieces.com.