Case Study

Personal SEO Framework

Technical SEO Analysis Platform

Private/Inhouse Still Managing

A private technical SEO tool built to automate the manual audit process I was doing by hand — scanning a site’s sitemap, robots.txt, and Search Console data, then cross-referencing all three to surface issues and opportunities automatically.

Technologies & Frameworks

  • Node.js
  • XML Parsing
  • GSC API
  • Data Aggregation

Core Implementations & Architecture

  • Built Node.js scripts for sitemap and robots.txt parsing
  • Integrated the Google Search Console API for query and page-level data
  • Built cross-referencing logic between crawl data and GSC performance
  • Automated detection of technical errors and missed ranking opportunities

Key Features

  • Replaced a multi-hour manual audit process with a single automated scan
  • Surfaces ranking opportunities that are easy to miss doing audits by hand
  • Now used as a repeatable process for every new site audit