Generators

Generators use test cases and result data to produce values for fields and extraction logic. They are useful for mock/demo preparation and for adapting real-world scraping/parsing setups to changing content.

AiPropertyValueGenerator

Helps generate and update property values based on contextual flow and test data, reducing manual tuning effort.

SequenceDetectionGenerationStrategy

Targets difficult, hierarchical, or movement-driven structures where regular selectors become fragile. It runs locally (no external AI dependency) and can adapt to structural changes to keep target-value detection stable.

Best practice is selector-first (XPath/CSS/Start-End/regex) and sequence detection when standard selectors are not robust enough for the content.