Platform
Multi-layer protection.
One gate before field.
Maxna evaluates every respondent in real time - outer shell, behavior, then deep quarantine - so only clean traffic reaches your survey.
How it works
Three layers. Zero guesswork.
Fraud that looks like a good complete still fails when you stack device, behavior, and content signals.
Outer shell
Device, network, geo, and fingerprint signals catch spoofed environments, VPNs, and known bad actors before a question is answered.
Behavior layer
Interaction patterns, timing, and response consistency expose bots, scripts, and low-effort professional respondents.
Deep quarantine
AI open-end scoring and multi-signal fusion quarantine edge cases with audit-ready rejection reasons your team can defend.
In the field
From click to clean complete
Maxna sits in front of your survey - not as a black-box score after close.
1. Respondent arrives
Traffic hits Maxna via redirect link or API before your survey platform. No change to how you buy sample.
2. Signals evaluate
Outer shell, behavior, and content layers run in real time against your project thresholds and tier.
3. Pass or terminate
Clean respondents continue into field. Compromised traffic is blocked with a reason your ops team can review.
4. Ops stays in control
Tune strictness, compare suppliers, and export evidence for reconciliations without waiting for post-field scrubbing.
Capabilities
What the platform catches
Threats evolve. The gate is designed so no single check has to carry the whole decision.
Bot & script detection
Stop automated completes that never belonged in field - including headless browsers and replayed sessions.
Click farm defense
Identify organized human labor completing at scale with shared devices, timing clusters, and low-effort patterns.
Duplicate & multi-ID
Same person, many identities - within a project and across suppliers when identity linking is enabled.
AI-written answers
Catch synthetic open-ends that pass surface QC but fail deeper linguistic and consistency checks.
Geo & device fraud
VPN masks, spoofed devices, mismatched location, and environment signals that don't match the sample plan.
Audit-ready reasons
Clear rejection labels for ops, clients, and compliance - so QC is defensible, not mysterious.
Why pre-screening
Cleaning after field still costs you
Late fraud discovery burns incidence, delays delivery, and erodes trust with clients and stakeholders.
Traditional attention checks and post-field open-end review catch some noise - but organized fraud is built to survive them. By the time you scrub a wave, you have already paid for bad completes, stretched quotas, and often reopened field.
Maxna flips the sequence: evaluate risk before the survey starts, keep usable sample flowing, and leave ops with reasons they can defend in reconciliations instead of vague "failed QC" disputes.
Integration
Fits the stack you already run
Redirect links
Point sample traffic through Maxna, then into your survey URL - the fastest path for most teams.
API-friendly
Wire Maxna into custom routers, DIY panels, and enterprise sample orchestration when you need tighter control.
Supplier-agnostic
Apply one integrity standard across panels, affiliates, and proprietary sources without changing how you buy.
See the gate on your traffic.
We'll walk through how Maxna fits your sample sources and survey stack.
Talk to us