Free Tutorials + Powerful API

Automate SEO with Python

Learn to build keyword research tools, SERP trackers, and competitive intelligence reports - with complete code examples.

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Free Python SEO Tutorials

A 4-part series that takes you from basic API calls to fully automated reporting. Each tutorial includes working code.

1

Keyword Research

Batch analyze keywords with volume, CPC, and difficulty
2

SERP Analysis

Detect SERP features and track discussion positions
3

Discussion Discovery

Find high-traffic discussions with sentiment analysis
4

Automated Reports

Combine everything into scheduled HTML reports
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Powered by the SEO Intelligence API

Four endpoints that give you keyword metrics, SERP analysis, discussion intelligence, and thread analysis. The same API used in all our tutorials.

Keyword Metrics

/api/v2/keyword-metrics

Search volume, CPC, keyword difficulty, search intent, and related keyword suggestions.

Response: 1-3 seconds

SERP Analysis

/api/v2/serp-analysis

Detect AI Overviews, Discussion Boxes, Featured Snippets. See where discussions rank.

Response: 2-4 seconds

Discussion Discovery

/api/v2/discover-threads

Find Reddit threads ranking on Google. Traffic estimates and competitor sentiment analysis.

Response: 15-25 seconds

Thread Analysis

/api/v2/analyze-threads

Deep-dive any Reddit thread. Extract sentiment, pain points, and brand mentions.

Response: 3-5 seconds

See It In Action

View a complete discovery report for "CRM software" - with real traffic estimates, competitor sentiment analysis, and prioritized opportunities.

View Demo Report Read the Docs

Sample Output

Keyword crm software
Monthly Searches 84,192
Discussions Found 8
Est. Discussion Traffic 134,705/mo
High Priority 3 threads

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