Survey Data Quality & Validation | SampleNiche

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We source, verify and deliver niche respondents for B2B, healthcare and consumer research.

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Service Overview:

Partner-level checks are the first layer. Ours is the second, applied before anything is delivered.

How It Works:

Partners are vetted and audited
Respondents are screened for fit
Data is validated automatically and manually
You receive an audit trail

What's Included:

Partner vetting and regular audits
Respondent screening for fit
Automated and manual validation of duplicates and inconsistencies
Statistical outlier detection
Trap questions and attention checks

What You Get:

Cleaner Data – Fewer re-fields and cleaner datasets.
Transparency – Our completed ESOMAR 37 framework is available for sourcing, recruitment and data-governance review.

Who It's For – Insight teams and agencies who need defensible, showable data.
Audit Trail – An audit trail you can show your own stakeholders.