Stop Doing SEO Manually
These tutorials teach you how to automate the repetitive parts of SEO - keyword research, SERP monitoring, competitor analysis, and reporting. Each tutorial includes working Python code you can use immediately.
Want to see the end result first? View a sample intelligence report built with these techniques.
View Demo Report ->Automate Keyword Research /keyword-metrics
Analyze hundreds of keywords in minutes. Get search volume, CPC, difficulty scores, and related keyword suggestions programmatically.
SERP Analysis and Tracking /serp-analysis
See exactly what Google displays for any keyword. Detect AI Overviews, Discussion Boxes, Featured Snippets, and track where discussions rank.
Discussion Discovery and Sentiment /discover-threads
Find Reddit threads ranking on Google for your keywords. Get traffic estimates, extract competitor sentiment, and identify opportunities.
Automated SEO Reports All Endpoints
Combine everything into professional HTML reports that run on schedule. Complete pipeline from data collection to formatted output.
What You'll Learn
Keyword Analysis
Batch process keywords with volume, CPC, and difficulty data
SERP Monitoring
Detect SERP features and track ranking changes
Discussion Intel
Find high-traffic discussions with sentiment analysis
Automated Reports
Generate professional HTML reports on schedule
Prerequisites
Ready to Start?
Begin with Tutorial 1 and work your way through. Each tutorial builds on the previous one.