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Reusable water bottle
Studies use model-generated responses. No participants are recruited. How the research works
Explore actual results
Explore a water-bottle question and audience comparisons from the full oat-latte study.
A concise interpretation, with the question and complete distribution available to inspect.
35.3% very appealing and 36.4% somewhat appealing. Neutral receives 16.7%; combined unappealing receives 11.7%.
These are predicted probabilities from a single simConsumer question. No price or brand was specified, so this finding addresses concept appeal.
See the complete oat-latte study for a full study summary and multiple questions.
Full distributions keep neutral and less favorable answers visible.
Question: How appealing is a reusable 20-ounce stainless-steel water bottle with a leak-resistant lid, a removable tea infuser, and a dishwasher-safe body?
Context: Product concept example. General consumer audience. Evaluate only the stated features; no price or brand is specified.
Simsurveys simConsumer model · October 15, 2026. Single-choice question, no demographic filters or conditioning. Percentages are predicted probabilities, not respondent counts. Rounding may total 99.9% or 100.1%.
Download all five questions and results (JSON)This comparison comes from the full oat-latte naming study, completed October 15, 2026. The simConsumer examples have no demographic breakdowns.
| Measure | All | Male | Female |
|---|---|---|---|
| Responses | 250 | 128 | 122 |
| Ranked first | 97 | 41 | 56 |
| Share | 38.8% | 32.0% | 45.9% |
Actual model-run study · 250 responses · unweighted · no significance test implied.
Explore all study resultsDownload the simConsumer question wording, context and probabilities, or inspect the full oat-latte study files.
Creating a study
Describe what you want to find out. Then review the suggested audience and survey questions.
Add your idea and the options you want to compare.
We’re exploring a reusable water bottle with a leak-resistant lid and removable tea infuser. How appealing is the concept?
Example briefCheck who qualifies and the groups you want to compare.
Choose the audience relevant to your decision
Review the wording and answer options before running.
How appealing is this water-bottle concept?
Illustrative setup views. You confirm the purchase or use of a study credit before running your study. Study walkthrough · Find study ideas from your website
Research uses
Explore habits, needs, preferences, and the factors behind buying decisions.
02Explore interest in a concept and the features people value.
03Compare a shortlist and the associations each name creates.
04Assess appeal and understanding across different messages.
05Explore perceived value and stated interest at a proposed price.
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