Default Ranking Audit

Personas

Persona attributes are experimental variables. They are not claims about real individuals.

Observation access secret

Default state

Default lab ordering of the same option universe. No interaction sequence beyond refresh.

Synthetic · Enabled

{
  "batch": "batch2",
  "skills": [
    "product marketing",
    "go-to-market",
    "B2B SaaS"
  ],
  "subject": "product-marketing-role-discovery",
  "function": "Product Marketing",
  "industry": "software",
  "location": "Tokyo",
  "isControl": true,
  "targetRole": "Product Marketing Manager",
  "careerLevel": "mid",
  "isSynthetic": true,
  "variableKey": "rankingState",
  "conditionKey": "ranking-default",
  "rankingState": "default",
  "searchIntent": "open-to-full-time-product-marketing-roles",
  "variableValue": "default",
  "employmentType": "full-time",
  "realPersonData": false,
  "experienceLevel": "mid",
  "salaryPreference": "unspecified-band",
  "qualificationLevel": "bachelor-equivalent"
}

Controlled condition change 1

One controlled change to the same option universe: AI-topic interaction sequence, then refresh.

Synthetic · Enabled

{
  "batch": "batch2",
  "skills": [
    "product marketing",
    "go-to-market",
    "B2B SaaS"
  ],
  "subject": "product-marketing-role-discovery",
  "function": "Product Marketing",
  "industry": "software",
  "location": "Tokyo",
  "isControl": false,
  "targetRole": "Product Marketing Manager",
  "careerLevel": "mid",
  "isSynthetic": true,
  "variableKey": "rankingState",
  "conditionKey": "ranking-change-1",
  "rankingState": "change-1",
  "searchIntent": "open-to-full-time-product-marketing-roles",
  "variableValue": "change-1",
  "employmentType": "full-time",
  "realPersonData": false,
  "experienceLevel": "mid",
  "salaryPreference": "unspecified-band",
  "qualificationLevel": "bachelor-equivalent"
}

Controlled condition change 2

An alternative controlled change to the same option universe: security-topic interaction sequence, then refresh.

Synthetic · Enabled

{
  "batch": "batch2",
  "skills": [
    "product marketing",
    "go-to-market",
    "B2B SaaS"
  ],
  "subject": "product-marketing-role-discovery",
  "function": "Product Marketing",
  "industry": "software",
  "location": "Tokyo",
  "isControl": false,
  "targetRole": "Product Marketing Manager",
  "careerLevel": "mid",
  "isSynthetic": true,
  "variableKey": "rankingState",
  "conditionKey": "ranking-change-2",
  "rankingState": "change-2",
  "searchIntent": "open-to-full-time-product-marketing-roles",
  "variableValue": "change-2",
  "employmentType": "full-time",
  "realPersonData": false,
  "experienceLevel": "mid",
  "salaryPreference": "unspecified-band",
  "qualificationLevel": "bachelor-equivalent"
}

Neutral reset control

Isolated empty-weight reset/control of the same option universe. Refresh only.

Synthetic · Enabled

{
  "batch": "batch2",
  "skills": [
    "product marketing",
    "go-to-market",
    "B2B SaaS"
  ],
  "subject": "product-marketing-role-discovery",
  "function": "Product Marketing",
  "industry": "software",
  "location": "Tokyo",
  "isControl": false,
  "targetRole": "Product Marketing Manager",
  "careerLevel": "mid",
  "isSynthetic": true,
  "variableKey": "rankingState",
  "conditionKey": "ranking-reset",
  "rankingState": "reset",
  "searchIntent": "open-to-full-time-product-marketing-roles",
  "variableValue": "reset",
  "employmentType": "full-time",
  "realPersonData": false,
  "experienceLevel": "mid",
  "salaryPreference": "unspecified-band",
  "qualificationLevel": "bachelor-equivalent"
}