Pack Testing Software
Know Which Pack Will Win on Shelf – Before You Print a Single Run
AI-powered packaging design testing for shelf, e-commerce and in-store. Compare designs, predict standout and pick the winning pack – before you commit to print or production.
500+ brand & insights teams trust SurveySensum

Pack B wins on shelf
Pack A
31%
Pack B
WIN73%
Pack C
48%
+42% higher shelf standout & purchase intent – Pack B's bolder brand block beats competitors at first glance.
Your Pack Testing Toolkit
Replace gut-feel and post-launch shelf failures with AI-powered pre-print pack testing.

Deep Shopper Insights
SensAI analyzes shopper reactions to surface the why behind every pack design choice.

150M+ Global Shoppers
Test packs with the exact category buyers you'd meet on shelf, in e-comm or in-store.

Built-in Quality Checks
Bot filters and attention checks ensure your pack scores reflect real shoppers.

Pack-vs-Competitor Benchmarking
Live dashboards compare every design against rival packs on a virtual shelf.
Why SurveySensum
Stop testing packs in market. Pick winners before you print.
Traditional pack testing burns print runs and weeks. SurveySensum gives you the answer in 48 hours.
See how it worksTraditional
SurveySensum
What You Get
Get Winning Packs – Not Just Research Data
With SurveySensum's AI-powered pack testing, you don't just run studies – you get print-ready design decisions instantly.
Know which pack to print, within hours
No waiting weeks for agency reports or expensive in-store tests.
Understand what stands out and what disappears – instantly
AI scores shelf standout, brand & message clarity, purchase intent and competitor benchmark for every design.
Fix your pack before you commit to print
Pinpoint weak brand blocks, confusing claims or invisible variants before production.
Settle design debates with real shopper data
No more HiPPO decisions. Let real category buyers pick the winning pack.
Real Outputs
See What Your Pack Testing
Will Actually Deliver
From winning designs to weak brand blocks – get print-ready insights.
Purchase Intent Score
Top Pack Design Drivers
Which pack performs best?
WinnerPack B shows 42% higher purchase intent and shelf standout among category buyers
Why does it win?
DriversTop drivers: bold brand block, clear variant cue, premium colour cue vs competitors
What's not working?
GapsBrand logo missed at 2m shelf distance · Claim hierarchy unclear in e-comm thumbnail
What should you do next?
Next StepsEnlarge brand block · Promote key claim above the fold · Print Pack B as primary SKU
How It Works
From pack design to print decision – in one seamless flow
SurveySensum automates the entire pack-testing workflow – from design upload to print-ready insights.
Pack test surveys, created instantly with AI
From Design Brief to Pack Test in Minutes
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AI agent trained on 30,000+ pack studies across 40+ categories and 50+ countries.
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Upload your pack designs – get a professional pack test setup in minutes.
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Proven pack-testing frameworks (shelf simulation, brand block, claim hierarchy) applied automatically.
Sections
Section 3: Pack Diagnostics
Q2. How likely are you to pick up this pack on shelf?
Precision shopper targeting at scale
Reach the Exact Category Buyers You'd Find on Shelf
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Use your own customer lists or access 150M+ global shoppers.
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Filter by geography, demographics, retailer footprint and category buyers.
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Mirror your real shelf and e-commerce shopper before you commit to print.
Filters Applied
Mobile
72%
Desktop
21%
Tablet
7%
Automated quality, built into the workflow
Real Shoppers, Real Attention – Not Bots
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Bot filters, attention checks and forced-exposure shelf timers ensure packs are actually seen.
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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 Pack Scoring & Design Comparison
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Live scorecards on shelf standout, brand & message clarity, purchase intent and competitor benchmark.
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AI compares every pack variant and surfaces the clear winner.
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Understand why a pack wins – element-by-element – not just that it does.
Purchase Intent Score
Why Pack B Wins
SensAI: Pack B outperforms on shelf standout (+39%) and brand clarity (+44%). Recommend as primary SKU.
From insights to boardroom in one click
Print-Ready Pack Design Reports
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Generate fully editable PowerPoint pack reports for category, design and print partners in one click.
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Norms, benchmarks, winning design and clear redesign recommendations.
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Ready to share with your design agency and print partners on day one.

Ask questions. Get instant answers about your packs.
Your AI design analyst built for shelf decisions. No dashboards to dig through – just clear answers, instantly.
SensAI
AI Pack Design Analyst
Here's the purchase intent breakdown vs competitor pack:
Purchase Intent Score
Who It's For
Built for FMCG Categories and Teams
Purpose-built for FMCG brand, insights and design teams who need to pick winning packs – not just run more tests.
Food & Snacks
Optimize pack art, claim hierarchy and variant cues before launch.
Beverages
Validate label refreshes and premium cues before bottling runs.
Home & Personal Care
Test bottle, pump and label designs for cluttered HPC aisles.
Beauty & Cosmetics
Pick packaging that signals premium and stops shoppers in beauty aisles.
Dairy & Frozen
Test pack cues for freshness, indulgence and category navigation.
Baby & Wellness
Validate trust, safety and claim clarity on baby and wellness packs.
From challenger FMCG brands to enterprise CPG teams – SurveySensum scales with your pack pipeline.
Get started free →Guide
What is Pack Testing?
Pack testing evaluates packaging designs – primary packs, secondary cartons, label refreshes, e-comm thumbnails and shelf-ready cases – by exposing them to real category buyers before you commit to print or production.
Is this pack worth printing?
That's the single question pack testing answers – before you invest in print runs, tooling and shelf negotiations.
Whether a pack stands out on a crowded shelf in 3 seconds
How clearly the brand, variant and claims land
How it benchmarks against competitor packs
What can be redesigned before committing to print

Survey Design
What Questions Are Asked in Pack Testing?
Understand not just which pack wins – but why.
What's the first thing you noticed on this pack?
Which brand do you think this pack belongs to?
How clearly does the pack communicate the variant and key claim?
How different is this pack from competitor packs in the category?
How likely are you to pick this up or buy it on shelf?
What would you change or remove from this pack design?
When to Run
When Should You Run a Pack Test?
Pack testing is most effective when design decisions are still flexible. Teams typically run pack tests during pre-print or pre-rollout stages, including:
- Before committing to a new pack design or print run
- When evaluating multiple design routes from your agency
- Before finalizing a brand or pack refresh
- When testing different colour systems, brand blocks or claim hierarchies
- Before rolling out across SKUs, formats or regions
Common Pitfalls
Where Pack Testing Often Goes Wrong
Despite its value, pack testing is often misused. Common pitfalls include:
- Testing packs without a clear KPI (standout vs intent vs comprehension)
- Using friends-and-family panels instead of real category buyers
- Relying on a single likeability score with no diagnostics
- Skipping shelf simulation – inflated, unrealistic standout scores
- Waiting weeks for pack-test results when print is due in 5 days
Why SurveySensum
Why Teams Choose SurveySensum for Pack Testing
The speed of DIY tools with the rigor of a pack-testing agency – without the agency.
Run a pack test90%
Cost reduction vs traditional pack-test agencies
10×
Faster from design upload to print decision
150M+
Global shoppers for precise category targeting
< 48h
Turnaround from pack upload to results
Save Time
Get pack-test results in 48 hours – not 3 weeks of agency back-and-forth.
Simplify Setup
Just upload your designs. SensAI builds the test, fields it, and analyses it.
Cut Waste
Stop printing losing packs. Pre-test for a fraction of the cost of a print run.
No more choosing between fast and accurate. SurveySensum delivers both.
Speed + Rigor
in one platform →
Pack Testing vs Other Research Methods
Know which method fits your goal
Pack testing is most valuable right before you commit to print and shelf rollout.
FAQs
Common Questions
Get Started
Ready to explore pack testing with SurveySensum AI?
Turn pack designs into clear, data-backed print decisions – faster and more cost-effectively than traditional pack testing.