Crucial decisions deserve verified answers.

RepData is the Verified Intelligence Platform. Create studies, reach the right people, evaluate quality at every step, and turn findings into action, with expert support when you need it.

Trusted by

GoogleThe Home DepotJohnson & JohnsonHBO MaxBloombergHershey'sBRITACloroxNielsen SportsLos Angeles RamsFlorida PanthersUCSFYouGovPabstPearsonMcGraw HillVoxMichigan State UniversityUniversity of GeorgiaThe Farmer's DogAmplify SnacksSimon-KucherSiegel+GaleGoodby Silverstein & PartnersUniversity of San Francisco

Check our stats

10M+

Respondents tracked and evaluated each day

120+

Signals tracked and scored per respondent

Up to 38%

Repeat and fraudulent behavior detected at respondent level

10 to 15%

Share of responses cleaned further at response level before analysis

Detection and cleaning rates vary by study and traffic.

Quality checks, with context

See how fraud prevention and response quality checks add context to each respondent.

PassedBlockedUnknown

With RepData

ID
Status
Rejection Reason
ID-0001Block

Suspicious Technology Detected. Respondent claims ZIP code 90210 (Beverly Hills, CA) but the IP resolves to Lagos, Nigeria through a commercial VPN service.

ID-0002Block

Coherence Score Check. Respondent claimed to be "vegetarian for over 10 years" in Q3, but in Q17 gave a 9 out of 10 rating to "quality of local steakhouses" as a dining preference.

ID-0003Block

Suspicious Technology Detected. Respondent's email address and device are linked to a known payment abuse ring flagged by e-commerce and identity verification providers.

ID-0004Pass

Validated human respondent.

ID-0005Block

Coherence Score Check. Respondent selected "never owned a pet" in Q4 but then wrote a detailed paragraph about "taking my dog Max to the vet every 6 months" in the Q12 open-end.

ID-0006Block

Grid Score Check. Respondent's responses follow a perfect diagonal pattern across 3 grid batteries (1,2,3,4,5,1,2,3...), consistent with rapid random clicking rather than reading each item.

ID-0007Block

AI Check. Respondent's keystroke timing shows machine-precision 62ms intervals between every character. Human typing naturally varies between 80 and 200ms per keystroke.

ID-0008Block

Time Score Check. Respondent completed all 8 conjoint choice tasks in Q7 in 3 seconds, despite trade-off descriptions that require approximately 45 seconds of reading.

ID-0009Pass

Validated human respondent.

ID-0010Block

Machine Learning Check. Respondent's source was flagged by the machine learning model, which predicts a high probability of reversal based on historical reconciliation patterns. Source has been flagged for real-time suppression.

ID-0011Pass

Validated human respondent.

ID-0012Block

Machine Learning Check. Respondent's source is showing declining reconciliation rates over the past 7 days. The machine learning model has automatically disabled this source to protect data quality.

Without RepData

ID
Status
ID-0001Unknown
ID-0002Unknown
ID-0003Unknown
ID-0004Unknown
ID-0005Unknown
ID-0006Unknown
ID-0007Unknown
ID-0008Unknown
ID-0009Unknown
ID-0010Unknown
ID-0011Unknown
ID-0012Unknown

Quality is built through a learning loop across source, respondent, and response. Fraud prevention and low-quality human responses are evaluated distinctly, with visible reasons to support review.

Explore quality evaluation

Use cases for every team

Answer the questions behind your next decision, from understanding your market to developing ideas, testing creative, and improving the shopper experience.

Start with the work in front of you

You do not need to choose every capability at once.

Can I use only one part of the offering?

Yes. Teams can work with RepData for an individual quality capability, sample access, platform workflow, or managed service. The right starting point depends on your research operations.

Does RepData provide sample and research services?

Yes. RepData offers sample sourcing, a research platform, and expert services. Scope, audience, and delivery details are discussed for each project.

How do I discuss a study?

Use the contact form to describe your audience, method, markets, and timing. A team member can help determine the appropriate next step.

Browse all frequently asked questions

Tell us what the research needs to do.

Discuss audience, methods, quality requirements, or workflow fit with the team.

Talk to us

Trusted by teams who take quality seriously.

Pabst Blue Ribbon

[Rep Data] is truly a researcher's platform. If you know how to design surveys and apply best practices, this tool lets you do everything you need. There's no survey I couldn't craft with [Rep Data], its flexibility is virtually limitless, from piping and routing to conditional logic.

Bill Duncan

Pabst Blue Ribbon

Director of Insights