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Insights, product updates, and practical guidance for verified surveys and community decision-making.

Tracy Wehringer

Data Integrity Language for RFPs and Proposals: Copy, Paste, Win

Free clause language for research buyers and firms. Raise the bar, then clear it. Why this exists Data integrity is showing up in research RFPs, but the language is usually vague: “describe your data quality procedures.” Vague requirements get vague answers, and vague answers are how fraudulent data keeps winning. This post gives both sides … Continue reading Data Integrity Language for RFPs and Proposals: Copy, Paste, Win

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Tracy Wehringer

How to Prove Your Survey Data Is Clean to a Skeptical Client

Detection protects your dataset. Proof protects your client relationship. They are not the same thing. The question that ends client relationships It rarely arrives as an accusation. It arrives as a polite question in a readout: “How confident are we in this sample?” Or a procurement line: “Describe your data integrity controls.” Or worst, a … Continue reading How to Prove Your Survey Data Is Clean to a Skeptical Client

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Tracy Wehringer

Survey Fraud in 2026

How AI Broke Survey Research, And What to Do About it. by Tracy A. Wehringer, CMO Executive Summary Survey research is facing an existential crisis. The same AI technologies transforming business are simultaneously destroying the integrity of survey data. In 2026, nearly one-third of all survey responses are fraudulent, and traditional fraud detection methods catch … Continue reading Survey Fraud in 2026

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Tracy Wehringer

12 Signs Your Survey Dataset Has a Fraud Problem

A quick diagnostic checklist for research and insights teams. If three or more sound familiar, keep reading. Fraud rarely announces itself. With roughly a third of survey attempts now fraudulent and AI generated answers passing standard quality checks, the signs are subtle, statistical, and easy to rationalize away. Here are twelve worth taking seriously. 1. … Continue reading 12 Signs Your Survey Dataset Has a Fraud Problem

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Tracy Wehringer

Verified Surveys and Member Votes for Organizations

The Practical Guide for Chambers, Associations, HOAs, and Nonprofits Local chambers, associations, HOAs, and Nonprofits have a credibility problem they rarely name out loud. When a chamber of commerce publishes a member survey, when an association announces the results of a board election, when an HOA votes on a bylaw change, the credibility of the … Continue reading Verified Surveys and Member Votes for Organizations

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Are Your Community Survey Results Actually Real?
Tracy Wehringer

Are Your Community Survey Results Actually Real?

How blockchain-verified resident feedback is changing the way local governments collect and defend community input. The Invisible Problem with Community Surveys Every year, local governments rely on community surveys to guide decisions on broadband expansion, zoning changes, budget priorities, and more. These surveys shape policy, justify grant applications, and inform public spending. But there’s a … Continue reading Are Your Community Survey Results Actually Real?

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Why BallotHut:

We make it impossible for your opinion to be misrepresented. You Deserve to Be Heard – Make Your Voice Count With BallotHut! BallotHut empowers you to share your opinions on topics that matter. Whether you’re looking to earn rewards or seeking reliable insights as a client, we offer a secure platform powered by blockchain technology … Continue reading Why BallotHut:

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