Optional shared recommendation learning
Disclosure version: product-learning-v2
This disclosure does not enroll you. Enrollment availability and your brand’s current choice appear in Settings → Data and privacy.
Your choice
Participation is optional and off by default. Only your workspace owner can enroll this brand. Declining does not remove ordinary recommendations or your own outcome receipts. A material change requires a new opt-in.
What is used
We use this brand’s advertising recommendation records and measured outcomes, broad business and campaign categories, usefulness feedback, and recommendation visits. These records help evaluate recommendation ordering for comparable participating businesses. They are not used to train machine-learning model weights.
Human review
Authorized independent reviewers may read selected recommendation text and outcome summaries to compare the existing and proposed order. That text can contain campaign names and advertising figures; it is not guaranteed to be anonymous. Reviewers have restricted access, documented qualifications and conflict checks. Private conversations, credentials, customer or order lists, and raw platform responses are not review material.
What other customers receive
Other customers receive reviewed changes to recommendation ordering, not your records, names or conversations. Aggregate development patterns require at least 20 independent organizations in a comparable context. Participation is not permission to change advertisements, budgets or bids. Each advertising change still needs your separate approval.
Measuring value
A limited comparison may keep the existing order for some participating organizations and use an approved order for others. We measure usefulness, observed advertising outcomes, recorded model-call costs and return visits during days 21–27. Return visits are not subscription retention, and an observed improvement is not proof that the recommendation caused it.
Stopping and deletion
You can stop participating in Settings at any time. We delete this brand’s shared review evidence and experiment events and withdraw policies that depend on that evidence. Your own outcome receipts remain available. A history of consent changes, including the accepted text, actor and time, stays with the brand until account deletion; it is included in your account export. Account deletion and backup expiry follow our Privacy Policy. We do not keep an additional consent archive outside those systems.
Permission boundaries
Enrollment opens only after the privacy and connected-platform data-use review is approved. Consent does not override platform restrictions. Contact support@inudge.ai for questions, withdrawal assistance or a data-rights request.