product photo campaign builder

The problem

Generating ecommerce assets often leads to visual drift, where AI alters product geometry, labels, or colors. This creates deceptive listings that violate marketplace terms and frustrate customers.

What it does

• Locks product identity, geometry, and color from a single authorized source image to prevent hallucinations.
• Architects a coordinated campaign across hero, detail, lifestyle, and social channels.
• Detects visual drift and flags mismatched silhouettes, labels, or textures as blockers.
• Validates copy and claims against known product facts to ensure regulatory compliance.
• Generates accessibility alt-text and transcripts for every asset in the campaign.

Why this beats prompting it yourself

Generic prompts often change the product's physical characteristics or add non-existent features. This skill implements a "Truth Lock" mechanism that treats your source image as the absolute authority, ensuring every derivative asset is a faithful representation for commercial use.

Use cases

• Creating a full marketplace gallery from a single high-quality studio shot.
• Generating social media and banner ads that maintain strict brand and product fidelity.
• Producing detail shots that highlight specific textures or ports without manual editing.
• Running a visual QA audit on existing AI-generated product images to find "blocker" defects.

Known limitations

Requires a clear, authorized source image; cannot generate products from text descriptions alone. Does not support recoloring or modifying physical product features.