Product Testing Software
Know Which Product Will Win in Market – Before You Launch a Single SKU
AI-powered product testing for new launches, line extensions and reformulations. Compare prototypes, predict appeal and pick the winning product – before you commit to manufacturing or rollout.
500+ brand & insights teams trust SurveySensum
Product B wins on appeal
Product A
31%
Product B
WIN73%
Product C
48%
+42% higher appeal & purchase intent – Product B's improved formulation beats both competitors and prior SKUs.
Your Product Testing Toolkit
Replace gut-feel and post-launch flops with AI-powered pre-launch product testing.
Deep Consumer Insights
SensAI analyzes user reactions to surface the why behind every product decision.
150M+ Global Consumers
Test products with the exact category users you'd meet in market – online or in home-use trials.
Built-in Quality Checks
Bot filters and attention checks ensure your product scores reflect real consumers.
JAR Scale – Product B
Organoleptic Evaluation
JAR-scale charts reveal whether sweetness, saltiness, texture and aroma hit the just-right zone.
Why SurveySensum
Stop testing products in market. Pick winners before you launch.
Traditional product testing burns manufacturing runs and weeks. SurveySensum gives you the answer in 48 hours.
See how it worksTraditional
SurveySensum
What You Get
Get Winning Products – Not Just Research Data
With SurveySensum's AI-powered product testing, you don't just run studies – you get launch-ready product decisions instantly.
Know which product to launch, within hours
No waiting weeks for agency reports or expensive in-market trials.
Understand what works and what falls flat – instantly
AI scores appeal, uniqueness, purchase intent and competitor benchmark for every prototype.
Fix your product before you commit to manufacturing
Pinpoint weak features, confusing claims or unmet needs before production.
Settle product debates with real consumer data
No more HiPPO decisions. Let real category buyers pick the winning product.
Real Outputs
See What Your Product Testing
Will Actually Deliver
From winning prototypes to weak features – get launch-ready insights.
Purchase Intent Score
Top Product Drivers
Which product performs best?
WinnerProduct B shows 42% higher purchase intent and appeal among category buyers
Why does it win?
DriversTop drivers: improved formulation, clear functional benefit, premium feel vs competitors
What's not working?
GapsTexture rated weak by 28% of users · Key benefit unclear in product description
What should you do next?
Next StepsRefine texture · Lead with key benefit in messaging · Launch Product B as primary SKU
How It Works
From product prototype to launch decision – in one seamless flow
SurveySensum automates the entire product-testing workflow – from prototype upload to launch-ready insights.
Product test surveys, created instantly with AI
From Product Brief to Live Test in Minutes
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AI agent trained on 30,000+ product studies across 40+ categories and 50+ countries.
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Upload your prototypes or product concepts – get a professional product test setup in minutes.
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Proven product-testing frameworks (monadic, sequential monadic, in-home use) applied automatically.
Sections
Section 3: Product Diagnostics
Q2. How likely are you to buy this product?
Precision consumer targeting at scale
Reach the Exact Category Buyers Who Will Use Your Product
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Use your own customer lists or access 150M+ global consumers.
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Filter by geography, demographics, usage habits and category buyers.
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Mirror your real target consumer before you commit to manufacturing.
Filters Applied
Mobile
72%
Desktop
21%
Tablet
7%
Automated quality, built into the workflow
Real Consumers, Real Attention – Not Bots
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Bot filters, attention checks and product-exposure timers ensure prototypes are actually evaluated.
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Straightlining and speeding detection runs live during fieldwork.
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Clean, validated data delivered every time.
Automated Checks
AI-powered analysis from the first response
Instant Product Scoring & Prototype Comparison
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Live scorecards on appeal, uniqueness, purchase intent and competitor benchmark.
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AI compares every product variant and surfaces the clear winner.
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Understand why a product wins – attribute-by-attribute – not just that it does.
Purchase Intent Score
Why Product B Wins
SensAI: Product B outperforms on appeal (+39%) and uniqueness (+44%). Recommend as primary SKU.
From insights to boardroom in one click
Launch-Ready Product Reports
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Generate fully editable PowerPoint product reports for category, R&D and innovation partners in one click.
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Norms, benchmarks, winning prototype and clear improvement recommendations.
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Ready to share with your R&D team and innovation board on day one.
Organoleptic Report
FMCG Sensory Test – Product B
JAR Scale – Sensory Attributes
Product A vs Product B
SensAI: Product B hits the just-right zone on 4 of 5 attributes. Reduce aroma intensity by ~15% before launch.
Ask questions. Get instant answers about your products.
Your AI product analyst built for launch decisions. No dashboards to dig through – just clear answers, instantly.
SensAI
AI Product Analyst
Here's the purchase intent breakdown vs competitor product:
Purchase Intent Score
Who It's For
Built for Innovation Categories and Teams
Purpose-built for brand, insights and R&D teams who need to pick winning products – not just run more tests.
Food & Snacks
Test new recipes, formats and flavours before scaling production.
Beverages
Validate new SKUs, sugar reductions and premium variants pre-launch.
Home & Personal Care
Test formulations, fragrances and in-use experience with target users.
Beauty & Cosmetics
Validate new products, claims and routines with category consumers.
Dairy & Frozen
Test reformulations, new variants and indulgence cues with real buyers.
Baby & Wellness
Validate efficacy perception, trust and claim clarity with caregivers.
From challenger brands to enterprise innovation teams – SurveySensum scales with your product pipeline.
Get started free →Guide
What is Product Testing?
Product testing is a market research method that evaluates new or refreshed products – prototypes, reformulations, line extensions or full SKUs – by exposing them to real category buyers before you commit to manufacturing or launch.
Is this product worth launching?
That's the single question product testing answers – before you invest in production, marketing and retail negotiations.
Whether a product delivers on its core promise to category users
How clearly the benefit, claims and differentiation land
How it benchmarks against competitor products
What can be improved before committing to manufacturing
Product Test
Snack Prototype B
Question 3 of 6
You're testing
Crunchy Sea-Salt Bites – New Recipe
How appealing is this product to you?
How likely are you to buy this next time you shop?
How unique is this versus competitors?
Survey Design
What Questions Are Asked in Product Testing?
Understand not just which product wins – but why.
What's the first thing you noticed about this product?
How well does this product match what you'd expect from the category?
How clearly does the product communicate its key benefit and claim?
How different is this product from competitors you currently use?
How likely are you to buy this product the next time you shop the category?
What would you change or improve about this product?
When to Run
When Should You Run a Product Test?
Product testing is most effective when product decisions are still flexible. Teams typically run product tests during pre-launch or pre-rollout stages, including:
- Before committing to a new product or scale-up production
- When evaluating multiple prototypes from R&D
- Before finalizing a reformulation or line extension
- When testing different recipes, formulations or feature sets
- Before rolling out across SKUs, formats or regions
Common Pitfalls
Where Product Testing Often Goes Wrong
Despite its value, product testing is often misused. Common pitfalls include:
- Testing products without a clear KPI (appeal vs intent vs uniqueness)
- Using friends-and-family panels instead of real category buyers
- Relying on a single likeability score with no diagnostics
- Skipping competitor benchmarking – inflated, unrealistic scores
- Waiting weeks for product-test results when launch is due in 5 days
Why SurveySensum
Why Teams Choose SurveySensum for Product Testing
The speed of DIY tools with the rigor of a product-testing agency – without the agency.
Run a product test90%
Cost reduction vs traditional product-test agencies
10×
Faster from prototype upload to launch decision
150M+
Global consumers for precise category targeting
< 48h
Turnaround from product upload to results
Save Time
Get product-test results in 48 hours – not 3 weeks of agency back-and-forth.
Simplify Setup
Just upload your prototypes. SensAI builds the test, fields it, and analyses it.
Cut Waste
Stop launching losing products. Pre-test for a fraction of the cost of a market launch.
No more choosing between fast and accurate. SurveySensum delivers both.
Speed + Rigor
in one platform →
Product Testing vs Other Research Methods
Know which method fits your goal
Product testing is most valuable right before you commit to manufacturing and launch.
FAQs
Common Questions
Get Started
Ready to explore product testing with SurveySensum AI?
Turn product prototypes into clear, data-backed launch decisions – faster and more cost-effectively than traditional product testing.