Batch-ready product video workflow

Turn one listing or a spreadsheet batch into scalable product-video generation.

The final product shape is batch-first: ingest products at scale, generate 15-20 second videos with voiceover, music, product visuals, and lifestyle scenes, then package the final outputs. The current build is complete through the downloadable handoff bundle, and the last two stages stay locked until the official video API is available.

Visible product stages

Stage 3

Current stop point

Spreadsheet

Batch input ready

Start with one ASIN View sample targets

Product shape

Single-product and spreadsheet batch intake in the same workflow

Automatic short product videos in the 15-20 second range

Voiceover, background music, product visuals, and lifestyle or usage scenes

One or two environments per product, with optional environment cues when needed

Scaled generation and final packaging in one client-facing system

Current checkpoint

Right now the pipeline stops after the downloadable handoff bundle. Batch-ready video generation and final packaging are already part of the product shape, but remain gray and locked until the official video API is ready.

Workflow

The client flow is already designed for batch generation and final delivery.

The first three stages are live today. The last two stay visible and locked so the product narrative already matches the final direction: automated video generation and packaging at scale, with the current build clearly stopping one step earlier.

Capture the listing

Live

Start from one ASIN, one Amazon URL, or a spreadsheet batch and normalize every product into structured inputs.

Build the creative pack

Live

Generate the script, key benefits, scenes, and guide audio that feed the final 15-20 second product video.

Download the handoff bundle

Live

Current stop point: export the downloadable zip with prompts, references, selected scene inputs, and optional guide audio.

Generate the video

Locked

Generate the final 15-20 second product video with product visuals, lifestyle scenes, voiceover, and music.

Final packaging

Locked

Package and deliver final outputs at scale once the video stage is live.

Auto MVP

Designed to run the full batch-friendly client flow in one click. Today it completes the upstream creative pipeline and pauses after the downloadable handoff bundle.

Advanced Workbench

Lets the operator inspect the creative pack, tune benefits and references, and prepare stronger handoff inputs before the later video stages unlock.

Reference targets

Sample products used to shape the current content system.

These are not promises of automated final-video output. They are representative products for prompt structure, scene direction, reference strategy, and operator handoff quality.

B0DHNM7BK2$16.99

L'Oreal Paris Infallible Matte Resistance Liquid Lipstick

L'Oreal Paris · 4.5 / 5

A polished beauty listing positioned around long-wear confidence, comfort, and elevated vanity-table aesthetics.

Transfer-resistant matte color for all-day wearComfortable lightweight formula that does not crackPrecision applicator for a polished lip line

B0DGF8K3QX$18.50

LashLift Lengthening Mascara

Velvet Bloom · 4.7 / 5

A mascara positioned around clean lift, elegant definition, and get-ready moments in bright bathroom settings.

Lengthens and separates lashes without clumpingSmudge-resistant wear from morning to eveningBuildable formula for natural or dramatic looks

B0DGQ4N8TR$22.00

HydraMist Setting Spray

Atelier Skin · 4.6 / 5

A complexion finishing product framed around hydration, dewy freshness, and premium skincare-meets-makeup positioning.

Locks makeup in place with a fine weightless mistHydrating finish that refreshes skin throughout the dayTravel-friendly bottle for on-the-go touchups