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Keyword Extractor (LLM)

Use cases

Finding internal linking opportunities Content gap analysis Anchor text ideation New page topic discovery

Multi-word phrase extraction (2+ words) with verbatim validation against source content.

Two categories: Internal Link Opportunities (anchor text candidates) and New Page Ideas (content gaps).

Filters against existing anchor texts to prevent duplication.

Claude Sonnet/Haiku or GPT-4o/4o-mini.

Streamlit App Requires API Key

Platform

Browser-based (no installation required)

Input

Anthropic or OpenAI API key

Page content (paste or CSV/Excel)

Optional: existing anchors to exclude

Output

Side-by-side categories: Internal Link Opportunities, New Page Ideas. Keyword counts per category.

Launch App View Source

Features

  • Multi-word phrase extraction (2+ words)
  • Verbatim validation in source
  • Two categories: links vs new pages
  • Existing anchor text filtering
  • Configurable results limit per category

How to use

  1. 1 Enter API key and select model
  2. 2 Paste content or upload file with column mapping
  3. 3 Optionally add existing anchor texts
  4. 4 Run extraction with category limits
  5. 5 Download CSV/Excel with keyword counts

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Monthly retainers or one-off projects. No lengthy reports that sit in a drawer.

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