Catch fraud
before it hits your data.

Stops bots, click farms, and fake respondents - so your research stays clean.

Session evidence

Watch the session unfold.Then see how a human actually moved.

Every screened session can include a full replay plus typing and pointer dynamics - the same signals your team sees in Maxna reports.

Live demoReplay + dynamics
40sDemo
Video recording
Mobile
Loading recording…
Session details
signals
Device
Mobile
Phone
iPhone 15
OS
iOS 18.2
Browser
Safari 18
Engine
WebKit
Screen
390×844 @3x
Timezone
America/New_York
Language
en-US
Hardware
6 cores · 6 GB
GPU renderer
Apple GPU
Network
IP mismatch
Request IP
138.162.8.58
Virginia Beach, Virginia, US
Real IP
175.29.177.126
Dhaka, Bangladesh

Rejected by Maxna

Pointer & keystroke dynamics reconstructed the same way as Maxna session reports.

Detection signals

Every layer that protects your sample.

Tap a signal to see how Maxna scores device, network, behavior, and content before a complete enters field.

Reading environment…

Real-time signals

Device Fingerprinting

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 more

How it works

Easy fraud gets stopped early.
Hard fraud gets pulled into the core.

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.

outer shell quarantine
behavior quarantine
deep quarantine
outer shell
behavior shell
core

Before & after

Unfiltered sample vs. Maxna.

Watch risk peel away in real time - the same integrity standard applied across every source you field.

Without Maxna
~32% bad completes
Noisy insights.
With Maxna
Fraud gets caught at the gate
Clean insights.

Platform

One place for every integrity decision.

KPIs, trends, and geography.

Maxna/Dashboard
Live
Good afternoon, research
Thursday, July 9, 2026
Active Projects
12
18 total
Respondents
4,812
3,641 accepted
Pass Rate
75.7%
accepted / total
Failures
1,171
rejected sessions
Pass / Fail Trend
Daily session volume
Rejection Reasons
Top failure categories
Geographic Distribution
🇺🇸United States
2,10478%
🇬🇧United Kingdom
81274%
🇩🇪Germany
48671%
🇮🇳India
39862%
🇧🇷Brazil
24168%

Research assistant

Ask Maxna about your field.Pass rates, rejects, suppliers - answered in seconds.

Project managers use the same assistant inside Maxna to query live sample integrity - without digging through dashboards.

Assistant

Acme Insights

Project manager view
In-field

Blocks risk while respondents are still live.

Any source

Same standard across panels, DIY, and affiliates.

Audit-ready

Clear reasons your team can trust - and defend.

Maxna

Cleaner sample.
Better research.

Put Maxna in front of your field and stop paying for completes that never should have entered.