Site iconBen Drury

AI Product Attribute Extractor

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How It Works

Extracts structured attributes from product text with LLMs. Expand for details.

Choose Single to extract attributes from one product, or Bulk (CSV) to process multiple products from a CSV file. Select a mode (Hybrid recommended) and optionally specify target attributes to extract.

Output
No output yet.
Tips & Usage
  • Hybrid Mode (Recommended): Merges targeted and non-targeted results for cleaner, more comprehensive output
  • Target Attributes: Provide 3–8 target attributes for best results in targeted/hybrid modes
  • Avoid Over-Specification: Too many schema attributes can result in noise and reduce extraction accuracy
  • Include Examples: Adding sample values helps the model understand expected format (e.g., "Colour (Red, Blue), Material (HSS, Plastic)")
  • Output Format: Values are returned as lists; unknown values appear as ["N/A"]