Python / PySide609 / CASE STUDY

SEO 404Helper.

A desktop tool for bulk analysis of URLs, sitemaps and metadata. It helps prepare redirect recommendations and exportable SEO reports.

My contribution
Desktop development & SEO automation
Technologies
Python · PySide6 · pandas · XML · CSV / XLSX
Architecture and workflow
  1. 01URL / sitemap
  2. 02Status & metadata
  3. 03Matching / redirects
  4. 04Reports

Process diagram, not a screenshot

01 / Project and brief

Turn broken URLs into a plan.

SEO 404 Helper is a desktop tool for analysing URLs and sitemaps in bulk. Its workflow runs from URL input through status and metadata analysis to redirect recommendations and exportable reports.

02 / Scope of my work

Scope of my work

Desktop development & SEO automation

  1. Python application with Qt interface

  2. Bulk URL and sitemap checks

  3. Metadata analysis and redirect candidates

  4. Spreadsheet exports and reports

03 / DEVELOPMENT

Technical implementation

The Python application uses PySide6 for its Qt interface and pandas for tabular processing. XML, CSV and XLSX connect technical analysis with files that can be used in subsequent SEO work.

Redirect candidates are recommendations, not automatically validated decisions. Results need to be reviewed in the context of the website. The focus is on automating repeatable analysis tasks, not guaranteeing rankings or traffic.

Code on GitHub

A project by Bohdan Anisovets

Web development with substance.

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