Therefore / Verdict — Packaging Audit
Verdict / v1 / India

A second opinion
on every pack
you ship.

Verdict critiques packaging design for the Indian market across seven dimensions — brand alignment, e-commerce thumbnails, kirana shelves, distinctiveness, hierarchy, and audience fit — and remembers every project, every variant, every past recommendation. So that you are progressively test newer launches while keeping the past intelligence for context for systems and brand consistency.

How it works
Seven dimensions
  • 01 — Brand alignment vs positioning/10
  • 02 — E-commerce 3-second scan/10
  • 03 — Aisle resiliency & shelf-presence matrix/10
  • 04 — Traditional Indian retail presence/10
  • 05 — Distinctiveness vs competition/10
  • 06 — Hierarchy & eye-tracking flow/10
  • 07 — Target-audience aspiration fit/10
01

Brief the brand

Positioning, target audience, competitors, aspirations. Once per project — Verdict remembers it forever.

02

Upload the pack

Drag the design. Add competitor refs. Pick your AI critic: Claude, GPT, or Gemini.

03

Read the verdict

Seven scores, candid feedback, fixes. Compare against last round. Mail it to the client.

FAQ

The honest questions.

The ones designers ask before they hit upload — and the ones brand custodians ask after.

Verdict is built for design studios, brand teams and packaging-led founders who need a candid, on-demand second opinion on a pack before it ships. It's purpose-tuned for the Indian market — kirana, modern trade, e-commerce thumbnails, regional languages.

Verdict is built on packaging strategy principles used by the Therefore team in real-world brand and design work. It's designed to reflect how a trained strategist would critique a pack — not just how it looks, but how well it works.

Each pack image is critiqued one dimension at a time by a frontier multimodal LLM (Claude, GPT or Gemini). Every dimension returns its own score, strengths, weaknesses and improvements; a final synthesis pass produces the overall verdict and the priority recommendations.

Yes — you can run audits on different pack variants to compare performance and make informed decisions before going to print or market.

Absolutely. Many teams use Verdict to benchmark existing packs, build a case for a redesign, or identify specific weak points to fix without a full overhaul.

No. The scores and commentary are written to be clear and actionable for brand managers and marketers, not just designers.

Yes. Verdict saves your audit history so you can revisit previous results, track progress across iterations, and see how each round of changes has moved the needle.

Yes. Mark the new design as a sub-premise (refresh) and link it to the previous assessment, or upload the existing on-shelf pack at the brief stage. Verdict produces a side-by-side delta of all seven dimensions so you can argue for the change with the brand custodian.

Absolutely. Designers and brand leads can invite collaborators to a project. Team members can review the audit results and leave comments directly, keeping feedback in one place rather than scattered across emails and calls.

You can email the audit results to anyone as a polished, branded PDF — no login required on their end. It's presentation-ready, so it works just as well in a client meeting as it does in an internal review.

Uploads are stored only on Therefore Design's own backend; nothing is sent to third-party model training pipelines. Inside the studio dashboard you can delete any project, asset or assessment at any time.

Anyone with a @thereforedesign.co.in Google account signs in automatically. Outside designers (freelancers, partner agencies) request access on first sign-in; the studio lead approves you from the admin dashboard.