Company
Built for research teams
who refuse bad data.
Maxna AI is a sample integrity platform for market research. We stop bots, click farms, professional respondents, and AI-written answers before they distort insights.
Mission
Make decision-grade sample the default
Post-field cleaning is too late. Maxna exists to block compromised respondents while fieldwork is still live - with reasons teams can audit and defend.
Online sample still powers most quantitative research - and fraud has adapted faster than traditional QC. Scripts, farms, multi-ID professionals, and generative AI now produce completes that look clean until analysis falls apart.
We built Maxna so panels, agencies, and brand insights teams can raise the integrity bar at the gate: one supplier-agnostic layer that evaluates device, behavior, and content before a respondent burns incidence.
Who we serve
Three seats. One integrity standard.
Maxna does not sell sample. We protect the sample you already buy and field.
What we believe
Principles
Supplier-agnostic
We don't sell sample. Your sources stay yours - we raise the integrity bar across all of them.
In-field, not after
Fraud caught after close still burned incidence, budget, and trust. Block it at the gate.
Audit-ready
Every rejection should be explainable to ops, clients, and compliance - not a black box score alone.
Research-native
Built for panels, agencies, and insights teams - not generic fake-account tooling bolted onto surveys.
Layered signals
Device, behavior, and content together beat any single fingerprint or attention check.
Open education
We publish practical guides on fraud, screening, and sample integrity - see Resources.
How we work
Deploy fast. Calibrate with ops.
Most teams go live with a redirect link or API in hours, then tune strictness per project as incidence and category demand.
Redirect or API
Drop Maxna in front of your survey stack without rebuilding fieldwork tooling.
Tier by risk
Start on Lumen, Cadence, or Aether based on category stakes and fraud pressure.
Ops-visible reasons
Reject labels and evidence packages your team can use in reconciliations and client reviews.
Supplier-neutral reporting
Compare pass/fail quality across sources without favoring any panel partner.
Project-level control
Tighten or relax thresholds when quotas, geos, or incidence change mid-field.
Human support
Onboarding and calibration with people who understand research ops - not only security tooling.
Work with Maxna.
Whether you're a panel, agency, or brand insights team - let's talk about your next field.
Talk to us