Panel Qualification
Panelist Qualification Standards
Panel membership is an institutional research credential. Qualification is determined by verification criteria, not by participation incentives.
Procedural Expectations
Survey Telemetry and Network Validation
01
Residential IP allocation
Each respondent must be verified against a residential IP allocation before any research survey is served.
02
Identity authentication
Identity is authenticated once at enrollment and re-checked periodically to confirm the same contributor remains active.
03
Authentic telemetry
Survey sessions are validated for genuine interaction timing and response patterns consistent with human review.
04
Dataset integrity
Responses are retained only as part of formal enterprise market research datasets under documented governance.
Verification Mandate
Zero tolerance applies to proxy networks, automated response scripts, and synthetic data. Every contributor is verified before participation.
AHM Verification Policy