Commerce AI playbooks
Practical field notes for turning product visuals, A+ content, model try-ons, and short video ads into reusable AI workflows.
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Vertical Video Safe Zones: A Preflight Checklist for AI Ads
Test vertical AI video ads against placement overlays, crops, captions, disclosures, and CTA collisions before publishing.
AI Product Photography Brief: A Per-SKU Shot List Template
Plan AI product photos before generation with a product-truth packet, per-SKU shot matrix, reference hierarchy, and approval-ready brief.
A/B Testing AI Video Ads: A Controlled Experiment Plan
Build controlled AI video ad tests with a fixed control, one creative change, a primary metric, and a decision log your team can reuse.
AI Catalog Image Release Checklist for Feeds and PDPs
Map AI product images to the right SKU, variant, channel role, feed row, and PDP before releasing a multi-item ecommerce catalog.
AI Video Prompt Troubleshooting with a One-Variable Repair Log
Save a failed AI video run, isolate its first visible miss, and repair one mode, setting, reference, motion, or timing variable at a time.
How to Evaluate an MCP Server for AI Image and Video
Use a 12-check scorecard to compare creative MCP servers by tools, permissions, asset handling, approvals, costs, and recovery.
AI Video Localization QA Checklist: 18 Pre-Publish Checks
Review translation, captions, dubbed audio, lip sync, rights, and channel exports with an 18-point AI video localization QA checklist.
AI Content Repurposing Workflow for Ecommerce Campaigns
Turn one approved product story into platform-native images, videos, captions, and listing assets with a traceable AI content repurposing workflow.
AI Jewelry Product Photography: An Accuracy-First Workflow
Use a product evidence record, change limits, a 12-point inspection, and a destination gate to review AI jewelry product photography.
Ecommerce Product Video Storyboard: A Copyable 15-Second Template
Plan a 15-second ecommerce product video with a copyable storyboard, claim-proof ledger, continuity rules, and channel approval gates.
Text-to-Video Prompt Guide: From Idea to Reviewable Shot
Turn a text-to-video idea into a six-field shot contract, acceptance matrix, and reusable workflow without hiding model limits behind prompt jargon.
Image-to-Video Prompt Guide: Motion, Continuity, and Reuse
Build an image-to-video prompt around motion and continuity, then turn a documented Genflow example into a reusable production recipe.