Streamlining URL Verification: Automating the Mapping of Archive.org Links to Live Websites Using Google Colab
Ensuring the accuracy and integrity of web content during site migrations or restorations is crucial for maintaining SEO performance and user experience. To address this challenge, I’ve developed a practical Google Colab tool that simplifies the process of verifying whether archived URLs from Archive.org still correspond to live pages on your website.
Overview of the Tool
This Google Colab notebook automates the task of mapping URLs from Archive.org—specifically those captured during historical snapshots—to their current live counterparts. The solution leverages several innovative techniques and libraries to facilitate accurate and efficient URL matching, making it an invaluable resource for SEO professionals, webmasters, and developers involved in site migrations, restorations, or content audits.
Key Features
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Automated URL Matching Based on Page Headers: The script compares the H1 tags of archived and live pages to determine correspondence, ensuring content relevance.
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Integration with the Wayback Machine API: Utilizes the official API for fetching historical snapshots and relevant data seamlessly.
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Detection of Failed Migrations: Helps identify URLs that no longer redirect correctly, highlighting potential issues needing attention.
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Advanced Matching with PolyFuzz: Implements the PolyFuzz library to perform fuzzy matching, improving accuracy even when URLs or content slightly vary.
Getting Started
To use this tool, simply upload your Screaming Frog crawl file into the Google Colab environment. The notebook will process the data and generate mappings between your archived URLs and current live pages, streamlining your audit process.
Access the Notebook
You can make a copy of this Google Colab notebook and get started right away through this link:
https://colab.research.google.com/drive/18qLPyN17kzrxSH5FEk3ng8mpVKudmjjK
Connect and Follow
For more insights, updates, and ongoing projects, I share code snippets and concepts on Twitter. Feel free to follow me at: u/leefootseo
Conclusion
This Google Colab tool offers a streamlined, automated approach to verifying the integrity of migrated or restored URLs by accurately mapping archived pages to their current counterparts. By leveraging modern libraries and the power of the Wayback Machine API, it helps ensure your website maintains its historical context and SEO health.
