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How to Optimize Topic Relevance of Bulk Generated Articles?

2025-08-20 458
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Ensure the quality of batch output content through a triple control mechanism:

  • Title Keyword Insertion: Use the "core word + scenario" format when entering titles in bulk, for example:
    "(Smart Home) How to Configure Lighting Scenes n 5 Options for (Smart Home) Linking Air Conditioners n Comparison of (Smart Home) Safety and Security Systems"
  • Global Keyword Setting: In the "Advanced Settings" of the Batch Generation screen:
    1. Fill in 3-5 domain keywords (e.g. "Internet of Things, Zigbee, HomeKit").
    2. Setting content weights to "specialized"
    3. Exclusion of extraneous terms (e.g., "promotion, discount")
  • Intelligent Filtering Function: Use the editor's own after generation:
    1. Keyword Density Analysis (Recommendation 2-5%)
    2. Relevance score (higher than 70 can be retained)
    3. Duplicate content detection (over 30% needs to be rewritten)

Tests show that using this method can increase the percentage of topic-related articles from 651 TP3T to 921 TP3T.

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