The Intellectual Exchange

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How do you track churn reasons in SaaS without annoying users?

We're losing subscribers and want to know why, but exit surveys feel clunky. Curious what's actually working for others....

Carlos Mendez
Carlos Mendez
1 answers
customer retention researchICTcustomer-experiencesurvey-designmarket-researchOPEN
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Best way to test new flavor concepts without a huge budget?

We've got like 6 flavor ideas and need to narrow it down to 2 before we go into production. Wondering if focus groups or...

Sarah Mitchell
Sarah Mitchell
1 answers
concept testingFood and Beveragesfocus-groupsproduct-researchsurvey-designOPEN
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How do you track shifting consumer habits in personal care?

We're trying to understand if people are trading down to cheaper brands or just buying less overall. Any go-to methods f...

James O'Brien
James O'Brien
1 answers
consumer behavior trackingConsumer Goodsconsumer-behaviormarket-segmentationtrend-analysisOPEN
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Anyone have benchmarks for consumer interest in home solar?

Trying to get a rough sense of how demand has shifted over the last couple years. Even ballpark numbers would help. <p>...

Yuki Tanaka
Yuki Tanaka
1 answers
renewable energy consumer demandEnergy and Powertrend-analysismarket-segmentationdata-analyticsOPEN
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How do you survey patients without making it feel clinical?

Working on a patient experience study and our drafts keep sounding like medical forms. Any tips for making the questions...

James O'Brien
James O'Brien
1 answers
patient experience researchHealthcaresurvey-designcustomer-experiencemarket-researchOPEN
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Best way to test if sustainable packaging actually drives purchase intent?

My client wants to know if eco-friendly packaging moves the needle or if shoppers just say they care but don't act on it...

David Kim
David Kim
1 answers
packaging consumer responsePackagingconjoint-analysisconsumer-behaviorproduct-researchOPEN
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How do you track shifting buyer preferences for EVs vs hybrids?

Working on a project for an auto client and need to understand how people are deciding between EVs and hybrids right now...

Sarah Mitchell
Sarah Mitchell
1 answers
consumer decision-makingAutomotiveconsumer-behaviormarket-segmentationtrend-analysisOPEN
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Anyone used eye-tracking for shelf packaging research?

We're testing a redesign for a CPG client and wondering if eye-tracking is actually worth the budget. Curious if anyone ...

James O'Brien
James O'Brien
1 answers
packaging and shelf performancePackagingUX-researchproduct-researchconsumer-behaviorOPEN
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How do you track brand perception shifts after a big recall?

Working on a project for an auto client who had a recall last year. Trying to figure out the best way to measure how the...

David Kim
David Kim
1 answers
brand health trackingAutomotivebrand-strategyconsumer-behaviormarket-researchOPEN
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What's the quickest way to test price sensitivity for a new drink launch?

We've got a functional beverage launching in Q3 and need a fast read on pricing. Would conjoint be overkill here or wort...

James O'Brien
James O'Brien
1 answers
pricing and product testingFood and Beveragespricing-researchconjoint-analysisproduct-researchOPEN
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Anyone used driver surveys to study last-mile delivery satisfaction?

We're trying to figure out pain points from both the driver and customer side. Not sure if surveys are the right tool or...

David Kim
David Kim
1 answers
last-mile delivery experienceTransport and Logisticssurvey-designcustomer-experiencemarket-researchOPEN
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How do you track shifting brand loyalty in consumer goods right now?

Feels like people are switching brands way more post-inflation. Curious what methods others are using to keep tabs on th...

Yuki Tanaka
Yuki Tanaka
1 answers
brand loyalty trackingConsumer Goodsconsumer-behaviorbrand-strategytrend-analysisOPEN
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Anyone used patient journey mapping for a telehealth product launch?

We're trying to understand drop-off points in a virtual care flow and not sure if ethnographic research is overkill here...

Carlos Mendez
Carlos Mendez
1 answers
patient experience and digital healthHealthcarecustomer-experienceethnographic-researchUX-researchOPEN
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How do you track shifting snack preferences across different age groups?

Working on a project for a snack brand and trying to figure out if panel surveys are still the best approach. Open to an...

Anika Patel
Anika Patel
1 answers
consumer preferences and segmentationConsumer Goodsconsumer-behaviormarket-segmentationsurvey-designOPEN
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Best way to track consumer sentiment around home solar adoption?

Trying to understand what's actually moving the needle for residential solar — cost, environment, energy independence, e...

Wei Zhang
Wei Zhang
1 answers
consumer sentimentEnergy and Powertrend-analysisconsumer-behaviorfocus-groupsOPEN
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How do you segment EV buyers who are on the fence about switching?

Working on a project for a mid-size auto brand and trying to figure out the best way to split out hesitant EV considerer...

Priya Sharma
Priya Sharma
1 answers
consumer segmentationAutomotivemarket-segmentationconsumer-behaviorsurvey-designOPEN
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Best way to test if consumers actually notice private label quality?

Working on a project around store brand perception and wondering if blind taste tests still hold up or if there's a bett...

Anika Patel
Anika Patel
1 answers
private label consumer perceptionConsumer Goodsconsumer-behaviorproduct-researchsurvey-designOPEN
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Anyone have benchmarks for sustainable packaging adoption rates?

Trying to figure out how fast brands are actually switching to eco-friendly packaging. Would love some recent data or ev...

Yuki Tanaka
Yuki Tanaka
1 answers
sustainable packaging trendsPackagingtrend-analysismarket-researchcompetitive-analysisOPEN
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Anyone used conjoint analysis to price a new SaaS cybersecurity tool?

Trying to figure out what features actually drive willingness to pay for SMB buyers. Would love to hear what's worked fo...

David Kim
David Kim
1 answers
cybersecurity software pricingICTconjoint-analysispricing-researchproduct-researchOPEN
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Best way to segment last-mile delivery customers by pain point?

We've got survey data but not sure how to cut it meaningfully. Is k-means clustering worth it here or overkill? <p><str...

Amara Okafor
Amara Okafor
1 answers
last-mile logisticsTransport and Logisticsmarket-segmentationdata-analyticscustomer-experienceOPEN