Amy | AI Image JSON Builder

The real problem

AI image tools aren't guessing wrong. You're giving them too little.

Most people describe an image and hope the AI figures it out. It doesn't. It fills the gaps with whatever it decides — wrong layout, wrong text placement, wrong tone, wrong everything. Then you spend time regenerating instead of creating.

The problem isn't the tool. It's that a vague idea produces a vague result. Amy turns what's in your head into structured, precise instructions — composition, style, colors, typography, constraints, and what to avoid — so the first output is closer to what you actually needed.

What it does

Structure first. Better images every time.

Describe your idea, upload a reference image, or paste a rough brief. Amy builds the prompt so you don't have to guess at the format.

Turns rough ideas into structured JSON promptsWhatever you hand over — a concept, a reference image, an ad brief — Amy organizes it into a clean, tool-ready format with every field covered.
Builds layout-aware visual directionComposition, framing, spacing, visual hierarchy, and text placement all specified clearly so the output matches how you want the image to actually look.
Creates text-only edit instructionsNeed to change copy, swap a color, or move an element without touching the rest of the image? Amy writes preservation rules so only what you want changes.
Designs prompts for ads, product visuals, and branded contentProduct graphics, ecommerce images, banners, thumbnails, and carousels — each with the layout and brand direction built in.
Adds negative prompts that cut the noiseSpecifies what to avoid — clutter, off-brand elements, unreadable text, unwanted artifacts — so the output stays clean and on target.
Builds reusable templates for consistent image setsOne prompt structure that works across a campaign, a content series, or a product line — same style, same quality, every time.

Who this is for

Built for anyone who needs visuals that actually match the idea

Marketer

Turn a product ad concept into a polished JSON prompt for a clean, high-converting visual — without 10 regenerations to get there.

Ecommerce Seller

Consistent product images, feature graphics, and promotional creatives with clear layout and brand direction across every listing.

Creator or GPT Builder

Reusable image prompt templates that preserve style, structure, text, and visual intent across multiple generations and formats.

Your AI Expert

Access Your AI Expert

Free. Pick the AI platform you already use.

Open in ChatGPT Open in Gemini Download Claude Skill

New to Claude skills? Watch how to install it — takes under 2 minutes.