Active Data Integrity Shield
CleanShield Quality Architecture
The research industry faces active challenges from automated click farms, VPN routing networks, and AI-assisted responses. ExploResearch developed **CleanShield**—our proprietary, multi-layered quality program engineered to sanitize data streams in real time.
Our Three-Step Verification Process
Step 1
Pre-Flight Device Verification
Before a respondent enters a survey, our system evaluates their device characteristics. We check browser rendering, operating system consistency, and IP reputation to block datacenter VPNs and known farm networks.
Step 2
In-Survey Attention Tracking
During the interview, we monitor completion velocity and grid-matrix straight-lining. We also embed clear attention-check instructions that attentive human respondents follow easily, but careless speeders miss.
Step 3
AI & Content Scrubbing
Open-end text responses undergo careful review. We evaluate phrasing, keystroke velocity, and vocabulary structure to remove synthetic feedback generated by artificial intelligence tools before final delivery.
100% Zero-Risk Sample Replacement Guarantee
Field Your Study Safely
If any completed interview in our data export fails your internal validation checks, we remove and replace it immediately at zero additional cost.