---
title: "Turn product photos into AI video that keeps the logo and shape — product videos tutorial and best practices for AI video"
description: "Stops logos, labels and shapes from warping in AI product video: lock sheet, multi-angle references, camera-risk ladder, drift check. Install in Claude Code, Codex and Grok with one command."
url: https://varg.ai/how-to/skills/consistent-product-ai-video
updated: 2026-10-29
---

# Turn product photos into AI video that keeps the logo and shape — guide skill for product videos

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Stops logos, labels and shapes from warping in AI product video: lock sheet, multi-angle references, camera-risk ladder, drift check.

- **Type:** [Guide](https://varg.ai/how-to/guides.md) · [Product videos](https://varg.ai/how-to/browse/skills/product.md)
- **Slug:** `consistent-product-ai-video`
- **Status:** live
- **Publisher:** varg (varg, verified)
- **License:** MIT
- **Source:** https://github.com/vargHQ/skills/tree/main/varg-product-lock
- **Works in:** Claude Code, Codex, Cursor, Gemini CLI, OpenClaw
- **Requires:** varg API key or the varg MCP
- **Cost:** +5 credits per reference angle, +5 per drift check — Measured Oct 2026 on varg

## What it does

AI video models redraw the product in every frame, so long, soft or printed products drift: wedges turn into blocks and labels melt. This skill writes a lock sheet (fixed geometry, fixed surface, allowed motion), builds a 2-4 angle reference pack with one role per image for Seedance 2.5 or Kling 4, climbs a camera-risk ladder (locked → push-in → slide → small orbit), checks every clip against the lock sheet with varg video_analyze and reruns only the failed shot, then composites the real packshot back where text must be exact. Tested on a car seat gap filler that turned boxy from one photo: with a side-profile reference and the lock block it kept its shape (231 credits).

Example repo for ecommerce agents: https://github.com/vargHQ/ecommerce-ai-video-skills

## Use when

- The product changes shape, color or size between AI shots
- Keeping a logo or label readable in AI product video
- Preparing a batch of product videos for TikTok Shop, Meta or Amazon
- Checking AI clips for product drift before using them

## Not for

- People and characters staying the same (use varg-consistent-characters)

## Install

- Claude Code: `claude plugin marketplace add vargHQ/skills && claude plugin install varg@varg`
- Codex: `npx skills add vargHQ/skills --skill varg-product-lock -a codex -y`
- Cursor: `npx skills add vargHQ/skills --skill varg-product-lock -a cursor -y`
- OpenClaw: `npx clawhub@latest install varg-product-lock`
- Gemini CLI: `npx skills add vargHQ/skills --skill varg-product-lock -a gemini-cli -y`

**Models it drives:** seedance_2_5, kling_v4, nano_banana_2_1

## Example output

https://s3.varg.ai/files/194b94d0-58ff-4e8b-91de-4f1959d04013/file_332df2a110a0.mp4 — example (credit: varg)

## More product videos skills

- [Turn a product link into a TikTok Shop video](https://varg.ai/how-to/skills/tiktok-shop-video.md): A TikTok Shop video that sells and stays compliant: Shop styles, script, shot list, the 2026 rules.
- [Turn a product photo into a product video ad](https://varg.ai/how-to/skills/product-photo-to-video.md): Product photos into a video that keeps the real product: storyboard, PRODUCT LOCK, repair, real packshot.
- [Turn product photos into an AI ASMR unboxing video](https://varg.ai/how-to/skills/ai-unboxing-video.md): Hands-only ASMR unboxing from a box and a product photo: timed VISUAL / ACTION / SOUND blocks on Seedance 2.5 with native sound, no music.
- [Turn a flat-lay photo into an AI virtual try-on video](https://varg.ai/how-to/skills/ai-virtual-try-on-video.md): Clothing flat-lay to a model wearing it and a fit-check video: Bria virtual try-on still, Kling 4 motion, honest size captions.
- [Higgsfield Marketplace Cards](https://varg.ai/how-to/skills/higgsfield-marketplace-cards.md): Produce marketplace listing images: a compliant main image, secondary shots and A+ content modules.
- [Higgsfield Product Photoshoot](https://varg.ai/how-to/skills/higgsfield-product-photoshoot.md): Shoot brand-quality product images in 10 modes: studio, lifestyle, hero banners, ad packs, try-on and more.