Dieline ingestion
Your print-ready artwork enters as a texture file; the wrap node puts it on bottle/pouch/tub geometry with correct distortion — the label stays 100% your typography.
Supplement product content: label-legible packshots, compliant scenes, and a Supplement Facts panel nothing redraws
'Supplement label design' runs ~170 US searches a month at competition 53 — the highest commercial intent of any vertical in our keyword set, because supplement brands spend year-round on packaging and listing imagery. The category's defining constraint is regulatory: the Supplement Facts panel, ingredient list and any FDA structure-function claim are legal text. A generative model that 'helpfully' cleans up a panel is inventing a label your product doesn't carry — misbranding risk, Amazon category rejection, and an FTC substantiation problem in one image. Berrys treats artwork as immutable: your dieline feeds the graph, and the canvas does everything around it — legible packshots, texture truth, scene contexts that don't imply outcomes.
Reviewed October 2026 · Prepared by Berrys · Technical specifications & Canvas node workflows
Supplement image & compliance requirements (checked 22 Oct 2026)
| Parameter / Slot | Marketplace & Production Requirement |
|---|---|
| Legal text is locked | Supplement Facts, ingredient panel, net quantity, and any structure-function claim come from your approved artwork — one pixel of them is never generated |
| FDA disclaimer | Structure-function claims require the standard 'not intended to diagnose, treat, cure or prevent any disease' disclaimer — carried as real text from your label, not a model's paraphrase |
| Amazon category | Images must show the actual product; Supplement Facts panel should be one of the gallery images and legible at zoom (crop from the dieline master, ≥1,000 px) |
| Main image | Pure white RGB 255, product ≥85% of frame, packaging included only because it's the product (G1881) |
| Claim boundaries | No disease claims, no cure framing, no before/after outcome imagery without competent and reliable scientific evidence — the scene grammar must stay outcome-neutral |
| Texture honesty | Powder, gummy, capsule macro shots derive from real sample photography — texture that doesn't match the container contents is a dispute magnet |
| Marketplace variation | EU (novel foods/health claims), Indonesia (BPOM hal + registration numbers on label), US (FDA DSHEA) — panel text per market ships from your own artwork files |
The creative-refresh pipeline
Legibility gate
Panel-crop node renders the Supplement Facts at zoom-usable resolution and diffs the text region against the dieline as a QC check — an automated 'the label says what the label says' audit.
Scene branch
Outcome-neutral contexts (kitchen counter, gym bag, desk) branch from the locked packshot; nothing implies results, speed or medical effect.
Gallery fan
White-bg cover, back panel, open-cap macro, texture/contents shot, what's-in-the-box, stack-per-family shot — one graph per SKU family, per marketplace preset.
Where generic AI breaks supplement listings
Redrawn text = misbranding
Models smooth, re-flow and re-spell label typography. A warped 'Supplement Facts' row on a listing image is small-print inaccuracy that regulators and platforms both treat seriously, and at worst your image no longer matches your container. Artwork-locked pipeline: text regions pass through untouched.
Cylindrical wrap distortion
Flat dieline → curved bottle is geometry, not vibes: seams, panel vanishing and highlight falloff have to be physically right or the zoom reveal looks counterfeit. The wrap node models the actual cylinder/pouch.
Scene claims sneak in visually
A render of someone mid-marathon next to your electrolytes claims something your label may not. The scene grammar is constrained at the graph level — contexts that accompany, never outcomes that assert.
How Berrys produces the set
Brand System across the line
One lighting recipe and set-dressing rule across 50 SKUs so the storefront reads as a lab-grade line instead of fifty stock vibes.
Per-market presets
Marketplace export nodes carry US/EU/ID gallery rules (panel legibility floors, cover fills, badge slots) — same artwork, three compliant outputs.
Studio layer
For campaign-level creative (launch films, retailer kits) Berrys Studio — the done-for-you arm run by the ex-Brainchild art direction team — takes the same locked artwork to finished campaign visuals.
Production workflows in Berrys Canvas
Print dieline → compliant supplement gallery
1. File Node: Upload approved label artwork dieline and bottle photo.
2. Brand System Node: Lock Supplement Facts panel and ingredient list as immutable preserved regions.
3. Image Node (Nano Banana 2.1): Render 2048px pure white hero packshot with photorealistic cylindrical label wrap curvature.
4. Fan-out: Generate 100% zoom-legible Supplement Facts crop, open-cap seal view, and capsule/gummy macro shot.
50-SKU wellness line consistency run
1. File Node: Connect label dielines across the entire product family.
2. Brand System Node: Apply clinical laboratory lighting preset and locked bottle geometry.
3. Image Node (Nano Banana 2.1): Batch render all SKUs with identical reflection physics and zero label typography drift.
Amazon A+ content layout suite
1. File Node: Connect approved bottle masters.
2. Brand System Node: Apply brand typography and ingredient comparison grid layout.
3. Image Node (Flux 3): Render wide-format A+ banner modules keeping packaging pixels 100% accurate.
Berrys Plugins · Model Context Protocol (MCP)
Create in chat. Keep it on your canvas.
Already working in an AI agent? Connect Berrys to Claude, Cursor, ChatGPT, Codex, or Hermes. Your agent plans the supplements & wellness suite and runs the shots on your Berrys canvas, with saved Brand Memory and credit approval in chat.
Connector URL:
https://app.berrys.io/api/mcpRemote MCPDrop-in Agent Brief (Supplements & wellness)
Using Berrys, create a compliant 7-slot supplement listing suite from my dieline in ./assets: 1. File node: Load print-ready label dieline and container photo. 2. Brand System node: Lock Supplement Facts panel, Net Weight, and ingredient lists as immutable preserved zones (zero AI text regeneration). Apply 'Clinical Lab' lighting preset. 3. Image node (Nano Banana 2.1): Render 2048px hero bottle packshot on pure white (Amazon 85% fill). 4. Macro pass: Render 2048px close-up on open bottle neck showing authentic capsule/gummy texture. 5. Compliance panel: Export high-res zoom crop of the Supplement Facts panel. Estimate credit cost and request approval before generating.
Compliance & production boundaries
Supplements are ingested; the tolerance for image-product mismatch is zero and the legal text is not decoration. This workflow automates presentation, batching and per-marketplace compliance around artwork you've already approved — it does not create label copy, claims, or certifications. Keep your regulatory person; give them a system where no image can drift from the dieline.
When NOT to use AI generation for this
- Generating or editing Supplement Facts / ingredient / disclaimer text
- Before/after or transformation imagery without competent scientific substantiation
- AI personas as health professionals or endorsing 'patients'
- Certification marks (GMP, USP, NSF, halal, organic) unless reproduced from real certificate artwork
Frequently asked questions
Can AI generate my Supplement Facts panel?
It must not. Panel values, ingredient lists and disclaimers are legal text from your approved artwork; the pipeline preserves them pixel-true and never lets a model 'improve' typography.
Are lifestyle scenes allowed?
Outcome-neutral ones yes — product in a kitchen, gym bag, morning desk. Anything implying diagnosis, treatment, cure or dramatic physical change crosses FTC substantiation territory regardless of how the pixels were made.
What about certifications like GMP/USP/halal?
Marks reproduce from your real certificate artwork only. Generated badges are false certification — never a workflow output.
Does the panel legibility rule apply on Shopee/TikTok too?
Platform cover rules differ (fill %, background), but the 'image must match the shipped container' principle is universal — the artwork lock travels with every export preset.
Related tool comparisons & guides
In-Depth Guides & Research from Berrys Journal
Create on-brand assets without booking a studio
Start free on Berrys Canvas — 50 credits, no card required — or send Berrys Studio a brief and get finished campaign visuals with agency art direction.