Ask before you order the packaging.
Your best customers already know what they want you to make next. Product research surveys turn that into a validated roadmap and a launch-day waitlist.
Sales data can only describe the catalogue you already have.
Purchase history tells you which of your existing SKUs sell. It cannot tell you about the sleep tincture you have not made, the format that would double consumption, or the adjacent category your customers currently fund at a competitor. Every one of those answers has to be asked for.
- Bestsellers reflect what you offered, not what was wanted.
- Non-purchase is silent: you never learn what was missing.
- Focus groups recruit strangers; your customers are already here.
- Anonymous concept surveys cannot be weighted by customer value.
Six questions before the next launch.
Example product research questions for a functional mushroom brand — concept, barrier, format, and price in one pass.
- 01
Which of these would you actually buy if we made it?
A sleep-focused Reishi tinctureCordyceps pre-workoutA caffeine-free coffee alternativeSingle-mushroom capsulesA daily stick-pack formatNone of these - 02
What are you currently buying somewhere else?
AdaptogensProtein or collagenGreens powderHerbal teaSleep supplementsNothing else - 03
What stops you from ordering more often?
Price per servingI still have some leftNot sure it is workingToo many steps in my routineShipping costNothing — I reorder happily - 04
Which format would make you most consistent?
Single-serve sticksLarger value tubCapsulesReady-to-drinkSubscription with auto-timing - 05
What would you pay for a 30-day supply of a single-mushroom extract?
Under $25$25–35$35–50$50+Depends on the evidence - 06
Would you like early access when we test new blends?
Yes, add me to the panelOnly for products in my goal areaNo thanks
Illustrative example questions. Concept names shown are fictional.
Research that names names.
Every response is attached to a customer whose real purchase history you can weight it against.
Concept Interest
Which proposed products a named customer said they would buy.
Category Spend Elsewhere
Adjacent categories your customers already fund — your clearest expansion map.
Purchase Barrier
The specific reason a willing customer is not buying more.
Format Preference
The packaging and format that would actually change consumption behavior.
Price Sensitivity Band
A declared willingness-to-pay range you can test against real conversion.
Research Panel Member
A standing group of customers who opted in to help you build the next thing.
Launch to a list that already said yes.
The same survey that validates the concept builds the audience for its launch.
In Shopify
- Weight concept interest by the lifetime value of the customers expressing it.
- Check whether a proposed product appeals to buyers you already serve or to new ones.
- Validate a format change before committing to packaging.
In Klaviyo
- Build a waitlist segment from Concept Interest and email it on launch day.
- Send a launch campaign only to the people who said they wanted this exact product.
- Keep a research panel list for future concept tests.
In Compass
- Compare declared intent against what those same customers actually bought.
- Use response patterns to inform roadmap and merchandising decisions.
- Not required — product research surveys run on Shopify and Klaviyo alone.
Build the product your customers asked for.
Describe what you need to learn and let the AI Survey Builder draft the research.