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Maxna vs RelevantID (Imperium)

Maxna vs Imperium RelevantID. A survey fingerprint is not fraud detection in 2026. AI Agents prove it.

Other platforms score the respondent. Maxna scores the respondent and the response.

Device IDs, bots, VPNs, and duplicates are necessary. They are not enough. A real device can still paste ChatGPT into every open-end. Maxna's proprietary AI grades what people type - so sample integrity is both who they are and what they say.

Respondent quality

Where most tools stop

  • Device fingerprinting and environment risk
  • Bots, scripts, and click farms
  • VPN / proxy and geo mismatch
  • Duplicates and professional respondents

Response quality

Maxna's proprietary AI layer

  • AI-written and synthetic open-ends
  • Low-effort and copy-paste answers
  • Cross-question consistency
  • Open-end scoring before the complete is paid

RelevantID is a digital fingerprint. An AI Agent running real Chrome still has a fingerprint. That is the entire problem. Maxna includes device linking and then scores behavior and answers so the agent does not pass.

Scorecard

Yes or no

CapabilityMaxnaRelevantID
Market-research specificYesYes
Pre-survey screeningYesNo
Device / environment intelligenceYesYes
Bot & automation detectionYesNo
Click farm detectionYesNo
Duplicates & multi-IDYesYes
VPN / proxy / geoYesNo
Behavioral signalsYesNo
Professional respondentsYesNo
Response quality (open-ends)YesNo
Proprietary AI on answersYesNo
AI-written survey detectionYesNo
Catches AI AgentsYesNo
Session evidence / replayYesNo
Cross-supplier viewYesNo
Sells sampleNoNo

AI Agents

RelevantID sees a device. An AI Agent is a device.

Imperium RelevantID answers “have we seen this environment?” An AI Agent on a normal session is a new or recycled environment like any other. It will not flag “this interview was driven by an AI Agent.” Maxna will: non-human interaction, synthetic open-ends, and fused session risk. Treating a fingerprint plugin as survey fraud detection is how agent traffic lands in your n. Read the agent note.

AI Agents vs identity-only survey fraud tools

Fit

When you need Maxna

RelevantID is still your “fraud solution”

Then you do not have a fraud solution. You have an ID collision flag.

AI Agents look like a real device

Fingerprints were built for duplicate humans, not LLM operators. Maxna was not.

FAQ

Straight answers

Does Maxna replace RelevantID?

Yes if RelevantID is what you are using for fraud. Maxna already includes device and duplicate linking, then catches agents and AI answers.

Is fingerprinting enough in 2026?

No. AI Agents are why.

Identity tools clear the agent. Maxna fails the complete.

Respondent quality, response quality, and AI Agent detection - one gate.

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