BetaExample data

Fit and Conversion Signals

Match the right message and moment to the right user.

What it does

Help products understand what message, offer, timing, or action is most likely to land with a specific user.

Example request

GET /v1/fit-signals/{user_id}

GET /v1/fit-signals/{user_id}?offer_id=offer_447

Example response

{
  "fit_score": 0.78,
  "preferred_framing": "value_over_urgency",
  "best_channel": "in_product",
  "best_time_band": "evening_local",
  "confidence": 0.81
}

Business use

Improves ad relevance, commerce offers, onboarding flows, and customer success nudges by aligning to how the user actually decides.

Trust & consent

Fit signals are derived from permissioned data and never include identifying details outside the app's scope.

CanonIQ API is currently in beta. Feature examples use sample data and may not represent final product behavior.

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