{
  "status": "Illustrative acceptance plan, not an executable test suite or observed production result",
  "topic": "Client onboarding questionnaires and consent",
  "date": "2026-11-04",
  "sourceArticle": "https://aptixlabs.com/insights/fitness-app-onboarding-questionnaire",
  "setup": [
    "Use synthetic accounts and records",
    "Record the environment and implementation version",
    "Agree the expected product contract before testing"
  ],
  "reviewSequence": [
    "Map every field to a specific product decision",
    "Separate required data from optional disclosures",
    "Test incomplete answers and later corrections"
  ],
  "cases": [
    {
      "id": "1",
      "condition": "Optional photo upload is declined",
      "expectedBehavior": "Unrelated onboarding can continue",
      "observedBehavior": null,
      "status": "not_run"
    },
    {
      "id": "2",
      "condition": "An answer changes after assignment",
      "expectedBehavior": "The relevant coach sees its updated state",
      "observedBehavior": null,
      "status": "not_run"
    },
    {
      "id": "3",
      "condition": "A field has no defined use",
      "expectedBehavior": "Remove it or defer collection",
      "observedBehavior": null,
      "status": "not_run"
    }
  ],
  "tradeoff": "Progressive collection can delay useful context, so the first session must still have enough information to operate within the intended service scope. Collect more only when its purpose is clear."
}