Optional expectations study
Adults can choose to take the 2026 dating expectations study without an account. The study response is deidentified. This means it does not include direct identifiers.
What we store
We store broad answers about age, gender, partner group, filters, relationship goals, values, and expected dating spending. We also store the study version, submission date, broad completion-time band, completed-step count, and interaction count for quality review.
The full record includes a broad age range, gender category, intended partner pool, and calculator filter snapshot. It also includes relationship goals, preferences about children, education, smoking, drinking, and shared religion, optional dealbreakers, monthly dating-spend band, payment expectation, and self-rating.
If the visit used campaign tags, the record can also include sanitized source, medium, and campaign labels. This helps us check recruitment channels. Fine-grained content and creator labels are not copied into the record.
What we do not store
The research record does not include a name, email, phone number, free-text answer, exact birth date, specific religious affiliation, exact submission time, IP address, user agent, generated headcount, or advertising identifier.
What could still identify you
A detailed combination of structured answers can still make a person easier to recognize. For that reason, we do not describe the record as anonymous. Vercel may also process ordinary request information in hosting and security logs separately from the stored research object.
Raw records are kept in private U.S.-region object storage and are not published. Reviewed aggregate findings require a named review receipt, minimum sample thresholds, and small-cell suppression described in the study protocol.