Traditional coding bootcamps take 6-12 months. You don't have that time.

$199 VALUE

From Zero Coding Experience to
Building SEO Automation Tools in 30 Days

Learn modern Python with AI assistants (Cursor, Copilot, Claude). Build 10+ production-ready SEO tools using "Vibe Coding"—the approach that's 12x faster than traditional learning.

Unlock This Bootcamp

This resource unlocks after completing Chapter 3: Analytics & Measurement in the research survey

20 questions • ~15 minutes • Instant access to full 30-day curriculum

Start Research Survey

100% Anonymous • GDPR Compliant • Save & Resume Anytime

Beginner-Friendly

No Coding Required

AI-Powered Learning

10+ Production Tools You'll Build

Real tools you can use in your SEO work immediately—not toy examples

Keyword Clustering Tool

Group thousands of keywords using AI embeddings. Export to Excel with intent classification.

Day 8-10

Content Brief Generator

Scrape top 10 results, extract structure, generate comprehensive content briefs automatically.

Day 12-14

GSC Data Dashboard

Pull Search Console data via API, create interactive dashboards with anomaly detection.

Day 15-17

Backlink Prospector

Scrape competitor backlinks, score quality, generate personalized outreach emails with AI.

Day 18-20

Technical Audit Crawler

Custom site crawler checking Core Web Vitals, schema, mobile-friendliness, and more.

Day 21-23

SERP Change Monitor

Track SERP features, competitor movements, and ranking changes with daily email alerts.

Day 24-26

Your Custom Tool

Final project: Build a tool solving YOUR specific SEO challenge using everything you've learned.

Day 27-30

Structured Data Injector

Generate and inject schema markup across multiple pages automatically via API.

Day 10-12

Report Automation Engine

Pull data from multiple sources, generate branded PDF reports, email automatically.

Day 14-16

SEO Data Warehouse

Centralize data from GSC, GA4, Ahrefs, SEMrush into single queryable database.

Day 25-27

Your 30-Day Learning Path

Week-by-week breakdown from absolute beginner to building production SEO tools

Week 1: AI-Powered Python Fundamentals

Days 1-7 • Foundation with AI assistance

Day 1-2: Setup & First Scripts

Install uv, VS Code, Cursor IDE
Your first "Hello World" with AI guidance
Variables, data types, basic operations

Day 3-4: Control Flow & Functions

If/else, loops, conditionals
Writing reusable functions
Error handling basics

Day 5-6: Working with Data

Lists, dictionaries, sets
Reading/writing CSV and JSON files
Basic data manipulation

Day 7: First SEO Tool

Build a simple keyword density analyzer
Use AI to debug and improve it
Your first win!

Week 2: Web Scraping & APIs

Days 8-14 • Extract data from anywhere

Day 8-9: Requests & BeautifulSoup

HTTP requests and responses
HTML parsing and data extraction
Scrape title tags and meta descriptions

Day 10-11: Playwright & Browser Automation

Scrape JavaScript-heavy sites
Screenshot and PDF generation
Build SERP scraper for keyword research

Day 12-13: Working with APIs

REST API fundamentals
Connect to Google Search Console API
Pull and analyze real SEO data

Day 14: Keyword Clustering Tool

Combine scraping + AI embeddings
Group keywords by semantic similarity
Production-ready tool #2

Week 3: Data Analysis & Dashboards

Days 15-21 • Turn data into insights

Day 15-16: Pandas for SEO Data

DataFrames and data manipulation
Merge GSC and GA4 data
Calculate growth metrics

Day 17-18: Visualization & Dashboards

Create charts with Plotly
Build interactive dashboards
Anomaly detection for rankings

Day 19-20: Database Integration

SQLite for local data storage
Track historical ranking data
Query and analyze time-series data

Day 21: Backlink Analysis Tool

Scrape and score backlink quality
Generate outreach lists
Production-ready tool #5

Week 4: Advanced Automation & Your Project

Days 22-30 • Build your custom solution

Day 22-23: Workflow Automation

Schedule scripts with cron/Task Scheduler
Email alerts and notifications
Error handling and logging

Day 24-25: FastAPI & Web Apps

Build simple web interfaces
Create API endpoints for your tools
Deploy for team access

Day 26-27: Advanced AI Integration

OpenAI/Claude API integration
AI-powered content analysis
Automated content optimization

Day 28-30: Your Custom Project

Build a tool solving YOUR problem
AI assists you throughout
Graduation: You're now an SEO automator!

Modern Python Stack You'll Master

Industry-standard tools used by top tech companies and modern dev teams

uv Package Manager

Lightning-fast Python package manager. 10-100x faster than pip. Industry future.

Playwright

Modern browser automation. Scrape JS-heavy sites, handle dynamic content easily.

FastAPI

Build web APIs and interfaces. Share your tools with team members instantly.

Ruff

Super-fast Python linter. Keep code clean, catch errors before they happen.

Pandas & Plotly

Data analysis and visualization. Turn raw SEO data into actionable insights.

AI SDKs

OpenAI, Anthropic, Google AI APIs. Integrate cutting-edge AI into your tools.

Vibe Coding vs. Traditional Bootcamps

Traditional Coding Bootcamp

6-12 months to build first useful tool
$10,000-$20,000 typical cost
Learn generic examples unrelated to SEO
Wait days for instructor help when stuck
Designed for career changers, not SEO pros
Outdated tools and practices

Vibe Coding for SEO

30 days to 10+ production tools
$199 value (free with survey completion)
Every example solves real SEO problems
AI assistant helps 24/7 when you're stuck
Built specifically for SEO professionals
Cutting-edge 2025 stack and practices

Common Questions

Do I really need zero coding experience?

Yes! This curriculum starts from absolute zero. If you can use Excel and Google Sheets, you can learn this. AI assistants guide you through everything.

How much time per day do I need?

2-3 hours daily. Designed for working professionals. Bite-sized lessons you can complete during lunch breaks or evenings. Miss a day? No problem, catch up anytime.

What if I get stuck on something?

That's the beauty of Vibe Coding! Cursor IDE and Claude/ChatGPT help you debug in real-time. Copy the error, ask AI, get solution. No waiting for instructor office hours.

Will these tools actually work in production?

Absolutely. These aren't toy examples. Every tool is designed to solve real SEO problems you face daily. Start using them immediately to save hours per week.

What if I don't finish in 30 days?

Go at your own pace. The "30-day" structure is a guideline, not a deadline. Some finish faster, others take 45-60 days. You have lifetime access to all materials.

Do I need expensive software or tools?

No. Everything uses free or freemium tools. Python is free, VS Code is free, Cursor has a generous free tier. Some AI APIs need paid plans but have free credits to start.

How do I unlock this bootcamp?

Complete Chapter 3 of the research survey (20 questions, ~15 minutes). Instant access to the full curriculum, all code examples, and project templates.

Can I share this with my team?

Yes! Use it to upskill your entire SEO team. Perfect for agencies wanting to build internal automation capabilities or consultants productizing their services.

Unlock More Career Resources

Build your complete AI-era career toolkit with these complementary resources

Chapter 2

2026 SEO Automation Timeline

$199 Value

Detailed roadmap showing which SEO tasks will be automated and when. Plan your upskilling with precision.

45 min read Timeline Guide

View Details

Chapter 4

Career Resilience Playbook