The Intellectual Exchange

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What's a realistic sample size for a B2B survey in defence procurement?

The audience is tiny — maybe a few hundred buyers globally. Trying to figure out if a survey even makes sense or if we s...

Anika Patel
Anika Patel
1 answers
B2B researchAerospace and Defencesurvey-designmarket-researchcompetitive-analysisOPEN
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Anyone used conjoint analysis to price heavy equipment attachments?

Trying to figure out what contractors actually value when buying excavator attachments. Wondering if conjoint is overkil...

David Kim
David Kim
1 answers
pricing strategyMachinery and Equipmentconjoint-analysispricing-researchproduct-researchOPEN
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How do you segment last-mile delivery customers without overcrowding your data?

Working on a project for a mid-size logistics company and the customer base is all over the place. Not sure where to dra...

Priya Sharma
Priya Sharma
1 answers
customer segmentationTransport and Logisticsmarket-segmentationdata-analyticscustomer-experienceOPEN
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Anyone done competitive analysis for chip suppliers in automotive?

We're trying to map out the key players supplying MCUs to car manufacturers. Wondering if there's a go-to approach peopl...

David Kim
David Kim
1 answers
supplier landscape and competitive intelligenceSemiconductor and Electroniccompetitive-analysismarket-researchtrend-analysisOPEN
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How do you track shifting buyer preferences in the used EV market?

Trying to figure out if used EV buyers care more about range or price right now. Not sure which method makes the most se...

Anika Patel
Anika Patel
1 answers
consumer preferences and EV adoptionAutomotivemarket-segmentationconsumer-behaviorpricing-researchOPEN
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Best way to segment EV buyers who are on the fence?

We have a bunch of survey data but struggling to find a clean way to split out the hesitant buyers from the committed on...

Amara Okafor
Amara Okafor
1 answers
EV adoption and purchase intentAutomotivemarket-segmentationconsumer-behaviorconjoint-analysisOPEN
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Anyone have benchmarks for last-mile delivery satisfaction scores?

Working on a customer experience project for a logistics client and need some rough numbers to compare against. Even bal...

Marcus Johnson
Marcus Johnson
1 answers
last-mile delivery experienceTransport and Logisticscustomer-experiencedata-analyticscompetitive-analysisOPEN
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How do farmers usually prefer to give feedback on new equipment?

Trying to figure out whether to run surveys or do on-site visits for a ag equipment study. Not sure which works better w...

James O'Brien
James O'Brien
1 answers
farmer behavior and preferencesAgriculturemarket-researchsurvey-designethnographic-researchOPEN
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Best way to survey farmers about new ag tech adoption?

Trying to understand why smallholder farmers are slow to adopt precision farming tools. Wondering if surveys even work h...

Elena Petrov
Elena Petrov
1 answers
technology adoptionAgriculturesurvey-designethnographic-researchmarket-segmentationOPEN
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How do you forecast demand for heavy equipment in emerging markets?

Working on a market sizing project for construction machinery in Southeast Asia and not sure where to start with demand ...

Priya Sharma
Priya Sharma
1 answers
demand forecastingMachinery and Equipmentmarket-researchdata-analyticstrend-analysisOPEN
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Best way to segment EV buyers right now?

Trying to figure out if early adopters and mainstream buyers actually need separate messaging. Has anyone done segmentat...

Yuki Tanaka
Yuki Tanaka
1 answers
consumer segmentationAutomotivemarket-segmentationconsumer-behaviortrend-analysisOPEN
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How do you track shipper satisfaction without survey fatigue?

We run a lot of post-delivery surveys but response rates are tanking. Wondering if anyone has found a smarter way to cap...

Amara Okafor
Amara Okafor
1 answers
customer satisfaction measurementTransport and Logisticscustomer-experiencesurvey-designmarket-researchOPEN
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Best way to segment B2B buyers for a new SaaS tool?

Working on a project for a mid-size software company and trying to figure out how to slice their buyer base beyond just ...

Elena Petrov
Elena Petrov
1 answers
B2B market segmentationICTmarket-segmentationcompetitive-analysisdata-analyticsOPEN
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How do you track whether a rebrand actually changed how people feel about a product?

Our CPG client just refreshed their packaging and wants to know if it moved the needle on perception. Not sure what the ...

Fatima Al-Hassan
Fatima Al-Hassan
1 answers
brand perception measurementConsumer Goodsbrand-strategyconsumer-behaviormarket-researchOPEN
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What's the best way to track consumer sentiment around home solar?

Need to understand how regular homeowners feel about rooftop solar right now. Thinking surveys but open to other ideas. ...

Sarah Mitchell
Sarah Mitchell
1 answers
consumer sentiment trackingEnergy and Powerconsumer-behaviortrend-analysismarket-researchOPEN
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Anyone used conjoint analysis to price a new snack brand?

Working on a premium snack launch and debating between conjoint and just a simple price sensitivity survey. What actuall...

Yuki Tanaka
Yuki Tanaka
1 answers
pricing and product researchConsumer Goodsconjoint-analysispricing-researchproduct-researchOPEN
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How do farmers usually prefer to get info about new seed products?

Trying to figure out the best channel to reach smallholder farmers for a product launch. Not sure if digital even makes ...

James O'Brien
James O'Brien
1 answers
channel preference researchAgriculturemarket-researchconsumer-behaviormarket-segmentationOPEN
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What's the best way to research buyer behavior in specialty chemicals?

Working on a project around adhesives and coatings and need to understand how procurement teams actually make decisions....

Amara Okafor
Amara Okafor
1 answers
B2B buyer behaviorChemical and Materialconsumer-behaviormarket-researchsurvey-designOPEN
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Anyone tracking defense contractor spending shifts after recent NATO budget changes?

Trying to size the European defense market for a client and not sure where to start. Has anyone pulled reliable data on ...

Sarah Mitchell
Sarah Mitchell
1 answers
defense procurement and spendingAerospace and Defencemarket-segmentationtrend-analysiscompetitive-analysisOPEN
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Anyone done pricing research for defence equipment procurement?

Trying to figure out how to approach willingness-to-pay when your buyer is basically a government. Conjoint feels tricky...

David Kim
David Kim
1 answers
defence procurement pricingAerospace and Defencepricing-researchconjoint-analysiscompetitive-analysisOPEN