The audience didn't match
The screener let too many people through. Half the responses come from people who don't fit the study, and the strong findings evaporate once you filter them out.








By which point the deadline is gone and the report is being written from a compromised sample.
The screener let too many people through. Half the responses come from people who don't fit the study, and the strong findings evaporate once you filter them out.
A slice of the panel clicked through the whole survey in ninety seconds. Their answers are still in the dataset, quietly pulling the numbers around.
Fieldwork ran long. Cleaning took a week. Analysis had to be rushed. The findings landed after the meeting they were needed for.
Four steps, managed end-to-end.
An in-house research team sits down with you to work out what the study needs to answer, who the audience should be, how many responses you actually need, and the checks that should run on every answer as it comes in.
The team sources the panel that matches your criteria — demographics, industry, role, behaviour, or all of them. Multiple layers of screening keep the study focused on people who genuinely fit.
The team manages distribution, watches the responses as they arrive, and adjusts targeting if the mix isn't right. Speeders, straight-liners and inattentive respondents come out of the dataset before it lands with you.
Every project runs on the full analytics suite, segmentation, cross-tabs, text analysis. Or the research team can deliver the findings for you, so you get a written summary alongside the data.
Consumers · 18–34 · US
1,240 responses
Healthcare professionals · US
318 responses
SMB decision-makers · APAC
424 responses
Screened, monitored, and cleaned as it came in · average completion 4m 12s
Audience match
96%
Passed attention checks
92%
Completion rate
87%
Audience match
96%
Passed attention checks
92%
Completion rate
87%
1,982 completions
campaignHeard from: 21 days from kickoff"82% audience match · 4m 12s average completion"
Six things that separate a proper panel project from a raw response list.
An in-house research team handles the sourcing, screening, monitoring and cleaning. Not a list of respondents — a study.
Targeted audiences and expert management cut the timeline from kickoff to usable findings.
Multi-layer screening, attention checks in the survey, speeders and straight-liners removed before the data lands with you.
Consumer, B2B, healthcare and specialty audiences across North America, EMEA and APAC. Specialty audiences on request.
Goal-setting, sourcing, distribution and analysis, one point of contact, one project, no vendor stitching.
Segmentation, cross-tabs, text analysis, dashboards. Managed analysis is available if you'd rather get the findings written up.
One worked example with made-up numbers. The audience, screener and timeline would be your own.
From a kickoff meeting to clean findings
Every number on this page is made up. Real programs start looking like this within a few weeks of going live.

A short session with the research team to define what the study needs to answer, who to reach and how many responses to aim for.
The team sources the panel and puts the screener together. Attention checks go in the survey. Quotas keep the sample balanced.
Responses come in. Speeders and straight-liners come out. The team adjusts targeting if a segment is coming in short.
Clean data lands with a segmentation report and a cross-tab pack. If managed analysis was on, the team writes the findings up.
Real customers, and what changed for them..
Design FocusBetter surveys mean better results. What are you waiting for? Check your design against these best practices before you go live with your next project!
Distribution FocusYour questions are ready and it's time to get some answers! Sogolytics offers a wide variety of distribution options to publish your survey across all the right channels and boost response rates. Distribute easily, connect with your audience, start getting results with Sogolytics!
Data & ReportsGet your data pre-sliced into all the right segments! Whether you're dividing by departments, locations, or other conditions, this powerful report creates separate reports for each segment!
Data & ReportsSurvey reports are easier than ever with our powerful analytics. Use the same platform to design, distribute, and report, keeping your data safe. Filter and drill down on results, share dynamic links, and download presentation-ready reports in minutes. Nice!
Five things that tend to matter once procurement gets involved.
Not a self-serve panel purchase. A research team runs the study with you.
Targeted audiences and expert management cut the timeline.
Attention checks, screening layers and speeder filtering built into every study.
Goal-setting to analysis, one point of contact.
Every study runs on the full analytics suite. All reports included.
Three ready-made starting points you can pull into your account and reshape.

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What is an online survey panel?
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