Stops bots, click farms, and fake respondents - so your research stays clean.
Session evidence
Every screened session can include a full replay plus typing and pointer dynamics - the same signals your team sees in Maxna reports.
Rejected by Maxna
Pointer & keystroke dynamics reconstructed the same way as Maxna session reports.
Detection signals
Tap a signal to see how Maxna scores device, network, behavior, and content before a complete enters field.
Reading environment…
Maxna matches environments across sessions with probabilistic device signals - not brittle IDs - so you catch spoofed and recycled devices without drowning ops in false positives.
Learn moreHow it works
Sessions enter unknown. Obvious risk is stripped at the outer shell. Click farms, AI fillers, and coordinated networks are caught deeper - before they reach your field.
Swipe sideways to explore the gate.
Before & after
Watch risk peel away in real time - the same integrity standard applied across every source you field.
Platform
KPIs, trends, and geography.
Research assistant
Project managers use the same assistant inside Maxna to query live sample integrity - without digging through dashboards.
Acme Insights
Blocks risk while respondents are still live.
Same standard across panels, DIY, and affiliates.
Clear reasons your team can trust - and defend.
Put Maxna in front of your field and stop paying for completes that never should have entered.