Product Lock Background Generation Scene Change Human Interaction

Super-Agentic, Product-Aware Editing — Multiply Stories from One Photo

Tell the agent what the product is. We lock geometry and color, then compose photoreal backgrounds, set-accurate lighting, and natural human interactions (sit, wear, hold) that keep your SKU crystal-clear and marketplace-safe.

Agentic product-aware editing overview board Before to after: product lock plus composed scene

One clean packshot → multiple PDP + campaign-ready frames in minutes.

Why it’s different

“Product-First” Generation (not background-first)

1) Lock the SKU

We preserve geometry, stitching, labels, and true colors. No logo drift. No warping.

2) Material & Physics

Glass shines, suede stays matte, cushions compress under weight, straps show tension.

3) Agentic Planner

Lighting, props, and humans are composed around the product with occlusion and copy-safe margins.

How It Works

1) Upload & Focus

Upload packshot. Set Object to focus on (sneaker, chair, bag, bottle, shawl, jar, lipstick).

2) Describe Intent

Background-only, human interaction (sit/wear/hold), or full scene change with physics.

3) Generate & Batch

Save as a workflow to scale across 100s/1000s of SKUs. Add QC gates for labels, colors, and margins.

What you can generate

Furniture: teal wingback chair with seated and room variations

Furniture — Seating & Set Variety

Place a wingback chair across modern and classic rooms, empty or with a person seated. Cushion compression, leg shadows, and upholstery texture remain truthful.

  • Seated posture planning with anchor shadows
  • Lighting continuity across rooms
  • Copy-ready angles for PDP grids
Furniture: brown leather and fabric chair set with people and pet

Multiple Personas, Same SKU

Generate empty room, male executive, female reader, and even pet-friendly frames without altering the chair’s geometry or color.

  • Pose-aware cushion deformation
  • Color constancy checks for upholstery
  • Safe margins for ad headlines
Sneakers: studio, on-feet, urban and outdoor sets

Footwear — On-Feet & Lifestyle

From studio profile to street, deck, and court, the agent preserves outsole scale, midsole detail, and brand colors. On-feet stance remains natural.

  • Neutral stance & pant stacking control
  • Surface-accurate contact shadows
  • ΔE color thresholds for PDP consistency
Perfume: marble, spotlight and on-water hero frames

Beauty & Fragrance — Specular Control

Create marble hero shots, dramatic spotlights, and ocean-glow scenes while maintaining glass transparency and perfect label legibility.

  • Controlled reflections & refractions
  • Copy-safe headline zones
  • Regulatory label readability gates
Bags: studio to in-hand and over-shoulder

Handbags — Grip & Strap Physics

Generate in-hand, over-shoulder, and crossbody looks. Finger placement, strap arc, and bag weight feel authentic while hardware remains sharp.

  • Outfit palette harmony
  • Model crop templates for PDPs
  • Hardware macro fidelity
Textile scene change: table to sofa with drape physics

Scene Change — Textiles with Real Drape

Move shawls/throws between environments while preserving weave, border clarity, and gravity-correct folds.

  • No new patterns; original motif retained
  • Sofa color complement planning
  • Edge and contact shadow anchoring
FMCG: pickle jar pack to kitchen lifestyle

FMCG — Kitchen Storytelling

Compose rustic or modern kitchens with brass/steel props and ingredients that never obscure the label or mandatory marks.

  • Compliance-zone protection
  • Ingredient placement guidance
  • Shadow realism so jars don’t float
Lipstick: premium spotlight and bokeh compositions with copy areas

Cosmetics — Copy-Ready Premium Frames

Create spotlight vignettes, bokeh vanity scenes, and gradient walls with reserved headline areas and sparkle accents—product unchanged.

  • Particle shimmer controls
  • Label and brand mark clarity
  • Ad-safe negative space presets

From Prompt to Workflow to Catalog

Define

Object to focus on, intent (background / interaction / scene change), and copy-safe margins.

Compose

Agent plans lighting, props, pose/stance, occlusion, and physics while keeping your SKU pristine.

Validate

QC gates: label sharpness, ΔE color limit, crop safety, watermark/logo placement, resolution.

Scale

Save as a workflow and batch across SKUs via UI or Managed API with deterministic file trees.

Reuse the shoot. Multiply the stories.

Launch PDP sets and campaigns from one product photo. Backgrounds, interactions, and scenes that keep the SKU untouched.

Start for FREE

100 free credits • No credit card required

FAQs

Will the product ever distort?

By default, geometry and color are locked. Alterations only occur if you explicitly enable tools like Magic Replace.

Can we add people to any scene?

Yes. Use the Human Interaction intent: sit (furniture), wear (footwear/apparel), hold/shoulder (bags). The agent plans posture and occlusion to keep your SKU clear.

Do I need transparent PNGs?

Clean packshots on white/neutral work fine. PNGs with alpha can improve edge fidelity for complex silhouettes (fringe, straps, hair).

How do you handle compliance & color?

QC gates check label sharpness, regulatory zones, and ΔE color limits. You can lock lighting profiles for collection harmony.

How does this differ from generic generators?

Generic tools paint scenes. ZYNG plans around your product with catalog-safe guardrails (crops, margins, label readability, color constancy), then scales via workflows/API.