The AI package design judge

Test your package designs before the market does.

Upload up to 6 package concepts and replace guesswork with data. ShelfRankr's proprietary evaluation — powered by multiple advanced AI models — analyzes hundreds of purchase-driving signals, identifies the strongest design, and gives specific recommendations to improve every concept.

Live analysis
Print run locks Friday

Five directions. One deadline.

Which pack survives the shelf?

Three AI judges. Thirty criteria.

Every comp scored head-to-head.

Ship the one that wins.

Comp A
Comp A
0.0
Comp B
Comp B
0.0
★ Winner
Comp C
Comp C
0.0
Comp D
Comp D
0.0
Comp E
Comp E
0.0
123Scoring 30 criteria, live…30 criteria × 3 judges
3 judges · strong consensus · Comp C wins by +0.6
SKMTER

Built for F&B brands

Sparkling BeveragesSnack BarsFrozen MealsProtein PowdersHot SaucesKombuchaFunctional DrinksGranolaSupplement CapsulesSalsaCoffee BlendsEnergy Drinks
0%

customer satisfaction

<0 min

average verdict time

0

competitive scoring criteria

Threeminutes.Oneclearwinner.

How it works

From upload to verdict

Upload up to 6 package design concepts and replace guesswork with data. A proprietary evaluation algorithm powered by multiple advanced AI models analyzes hundreds of purchase-driving data points, identifies the strongest design, and provides specific recommendations to improve every concept.

01 — Upload

Drop your comps.

Up to six design comps. JPG or PNG, front-panel renders or straight-on photos.

Seed Butter Bites
Yupi
Berst Water
Tragano
4 of 6 concepts added
02 — Judge

Three AI judges. One rubric.

Independent models score 30 shelf-impact criteria with weighted consensus.

Judge 1 · narrative & shelf8.7
Judge 2 · technical & structural8.4
Judge 3 · consumer & competitive9.1
Shelf visibilityBrand clarityColor psychologyTypography+ 6 more
03 — Verdict

Walk into print with proof.

A clear winner, per-criteria breakdown, written recommendation, and outlier flags.

Winner

Concept B

Concept A7.2
Concept B ✓9.1
Concept C6.8
< 3 min+ written recommendation
See the difference

Same SKU. Two concepts. One verdict.

Drag the handle to compare the losing concept against the winner — then read exactly why the judges picked it.

Try it on your designs →
Concept B
Concept B · 9.1
Concept A
Concept A · 7.2
The report

Scroll the analysis chapter by chapter

Every analysis unfolds as a guided report — verdict, scoring framework, one concept at a time, ranking, strategic patterns, and a clear recommendation. Not a chat dump.

  • 01The verdict Winner + composite
  • 02How we judged 30-criteria framework
  • 03Concept chapters One design at a time
  • 04Ranking + patterns Strategic takeaways
Read the full sample report →

Chapter 01 / 04

The verdict

Advance to market

Concept B

0.0

Shelf visibility9.1
Brand clarity8.7
Color psychology8.4
Purchase intent9

Recommendation

Concept B leads on shelf visibility and purchase intent. Its contrast hierarchy reads faster at three feet — ship this direction before print.

Testimonials

Trusted by brand teams

We cut our packaging review meeting from two hours to fifteen minutes. ShelfRankr gives us a shared language.
SK

Sarah K.

Brand Founder · Functional Beverage Startup

Saved us a week of debate before the print run. The written recommendation is what we send straight to leadership.
MT

Marcus T.

Packaging Lead · CPG Brand Team

We present winning concepts to clients with data-backed rationale now, not just designer instinct.
ER

Elena R.

Creative Director · Packaging Agency

Who it's for

Built for every packaging decision

CPG Brand Team

We review six SKU redesigns a quarter across multiple categories.

Run consistent rubric-backed comparisons and export branded PDFs for stakeholder sign-off.

Brand Founder

I need to choose between two label concepts before the printer deadline.

Compare two strong comps in minutes and walk into production with confidence.

Packaging Agency

We present winning concepts to clients with data-backed rationale.

Show clients objective scores, criteria breakdowns, and written recommendations alongside your creative.

The alternatives

Why teams choose ShelfRankr

APPROACHShelfRankrFocus GroupsGut FeelSurveys
Cost$$$$$$$$
Speed< 3 min2-4 weeksSame day1-3 weeks
ObjectivityHighMediumLowHigh
ActionabilityHighMediumLowMedium

Built by a package designer who's spent twenty-five years on the shelf.

ShelfRankr was created for the moment every brand faces: multiple strong concepts on the table, a print deadline approaching, and no objective way to choose. We turn that gut call into a clear, rubric-backed verdict.

Thomas Lien, Founder & CEO
  • 25+ years in packaging design
  • CPG & retail shelf experience
  • Built for brand teams & founders
The founder

Thomas Lien Founder & CEO

After more than 25 years designing packaging for supermarket and consumer brands, I kept seeing the same gap: teams had sharp creative instincts but no fast, consistent way to compare concepts before committing to print.

I built ShelfRankr to close that gap: three independent AI judges, 30 scoring criteria, and a written verdict in under three minutes. It's the objective second opinion I wished I had on every launch.

“Great packaging should win on the shelf, not in a meeting room debate.”

Connect on LinkedIn

2000

First shelf design

2018

CPG agency partner

2024

Built ShelfRankr

Pricing

Plans for every stage

FOR THE FIRST LOOK

Starter

Free

Preview two concepts with teaser strengths. Unlock scores, winner, and the full verdict when you upgrade.

  • Up to 2 concepts per analysis
  • 1–2 teaser strengths per concept
  • Scores & winner locked (upgrade to reveal)
  • 1 analysis per month

No credit card needed

Start free
★ Most pickedFOR THE BRAND TEAM

Pro

$49/mo

Four concepts, competitive context, branded PDFs. For brand teams running multiple SKUs.

  • Up to 4 concepts per analysis
  • Full scores, winner & recommendation
  • Competitive & category notes
  • Auto-generated PDF
  • 5 analyses per month
FOR THE LAUNCH WEEK

Premium

$99/mo

Six concepts, custom weighting, actionable redesign notes. For launch weeks.

  • Up to 6 concepts per analysis
  • Full scores, winner & recommendation
  • Improvement recommendations
  • Custom rubric weighting
  • Unlimited analyses

Used by founders during launch week

Choose Premium
One-timeFOR THE ONE-BIG-DECISION

One-Time Analysis $39

One full Premium analysis — every feature unlocked, pay once, no subscription.

  • Up to 6 concepts in one head-to-head
  • Full scores, winner & written recommendation
  • Competitive & category notes
  • Improvement recommendations
  • Auto-generated PDF report
Buy one analysis →

Secure payments via Stripe · Cancel anytime · 14-day money-back guarantee

FAQ

Common questions

JPG or PNG files, up to 10 MB each, at least 1200px wide so typography and color read clearly. Use front-panel renders or straight-on product photos, the clearer the packaging, the sharper the scoring. Upload 2 to 6 concepts from the same SKU and category so scores reflect a true head-to-head, not a comparison across unrelated products.

Still have questions? Get in touch.

Ready to know your winner?

Stop guessing. Upload your designs and get a verdict in under three minutes.