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Auto-tag + internal-link 1000 old posts in an afternoon

Pull SEO juice out of an existing content backlog by AI-tagging every post and adding contextual internal links.

Time saved
30.0h
Difficulty
55/100
Popularity
76/100

Tools required

  • GPT-4o

    Tag + link suggestion

  • Your CMS API

    Read + write posts

  • Python or Node script

    Batch processing

Steps

  1. 1

    Export all posts (title + body)

    Pull as CSV or JSON. Strip HTML to plain text for the prompt.

  2. 2

    Generate canonical tag list

    Have GPT-4o cluster topics across the corpus → 30-50 tags.

  3. 3

    Assign tags to each post

    For each post: prompt → 3-5 best tags from canonical list. Cost ~$0.005/post.

  4. 4

    Suggest internal links

    For each post: 'pick 3 other posts most relevant; suggest natural anchor text'.

  5. 5

    Write back to CMS

    Bulk-update. Re-submit sitemap to Google.

Expected results

10-30% lift in organic traffic over 60 days from improved topical clustering and internal-link density.