Features

This chapter covers the core features and capabilities of SERP Analyzer.

Features

• Extracts organic results with titles, URLs, and descriptions
• Detects 9 SERP features: featured snippets, PAA, knowledge panels, local packs, video carousels, image packs, top stories, shopping results, site links
• People Also Ask question extraction
• Title pattern analysis (length, common words, year usage)
• Content gap identification with actionable recommendations
• Keyword presence checking across result titles
• Text and JSON output formats
• Python stdlib only — zero dependencies

Quick Start

# Analyze a saved SERP page
python src/serp_analyzer.py --input examples/sample_serp.html

# With query context and keyword tracking
python src/serp_analyzer.py --input serp.html --query "python seo tools" --keywords "python,seo,tools"

# JSON output for programmatic use
python src/serp_analyzer.py --input serp.html --format json --output report.json

How to Save a SERP Page

Follow this guide to get SERP Analyzer up and running in your environment.

How to Save a SERP Page

1. Search for your target keyword on Google

2. Right-click → "Save As" → "Webpage, Complete" or "HTML Only"

3. Feed the saved HTML file to this analyzer

Output Includes

• SERP Features: Which special result types are present
• Top Organic Results: Position, title, URL, and title length
• People Also Ask: Extracted questions from PAA boxes
• Title Insights: Average length, common words, number/year usage
• Content Gaps: Actionable opportunities based on what's missing
• Keyword Presence: How often your keywords appear in result titles