For Amazon sellers and agencies
Same search. Same row. One product reads bigger, clearer, and different. That one gets the click.
The strategy behind main images for 300+ Amazon brands
The real problem
Here is how most main images end up looking like everyone else's.
Yours. Your designer's best guess.
You end up matching the exact row you are trying to beat.
Advice that ignores your category and your shopper.
Upload it and let the ad spend tell you later.
Your buyers already say you are the premium one. Shoppers in the search results can't read your reviews yet. They judge in seconds, from one thumbnail. The job is to make the reason people love your product visible in one second, at phone scale.
Proof this thinking wins
Before and after from past projects. Same product, same photo studio budget, different strategic direction. The "before" is not a bad image, it is just not winning the row. The tool is built on the exact strategy engine behind these.

Every flavor made readable. Stacked flat instead of standing upright, so all five variants and the flavor names survive at thumbnail size. The thickness claim gets its own flag.

The benefit moved to the top. "Liver & kidney support" now reads before the brand does, with supply length, origin and the actual capsules made visible.

Outcome, not ingredient. The flag stopped listing vitamins and started selling sleep. Count badge added, and the label stopped getting hidden behind the product.

Filled the frame, proved the format. Turned to reveal the supplement facts panel, scaled up to own the thumbnail, capsules added so nobody has to guess.

Packaging won, 77%. Nesting the bottles inside the kit box made the value instantly clear. Tested on an independent shopper panel.

Value stack won, 87%. Depth, a 3-pack badge, dosage and visible capsules beat three flat bottles. Tested on an independent shopper panel.
Why this is not another tool
Most Amazon AI tools want another monthly seat next to the ones you already have. This is not that. It plugs into the Claude account you already pay for and runs there.
The product
A plug-in skill for Claude. Feed it your listing screenshots, get back a complete main image strategy. Not generic AI advice: a structured workflow condensed from 300+ brands of real work.
What lands in your hands: a branded, skimmable strategy report you can print to PDF or hand straight to your designer, plus a separate prompt file ready to paste into ChatGPT.
How it works
The tool file and a short install guide land in your inbox right away.
Upload the file to your Claude account once. No code, no setup beyond that.
A product photo and a listing screenshot. Add your free Mobile Check report and it sharpens further.
Paste the prompt into ChatGPT, bring the collage back for verdicts, then produce your winner.
See it in action
Ten minutes, start to finish. Installing the tool in your Claude account, then a complete run on a real listing: screenshots in, ten labeled strategy options and a rendered collage out. If you can upload a file, you can run this.

"I've spent six years doing main image strategy for 300+ Amazon brands across home, health and wellness. Every rule in this tool exists because we watched it win or lose clicks on a real listing. It's the same research-first process my team runs for our agency clients, packaged so you can run it yourself."
Hannah Tampioc, Founder, Mad Cat Creatives · Amazon creative strategy agency, 500+ listings optimized
Fit check
One-time payment, not a subscription
If it doesn't hand you a direction worth testing, reply to your delivery email within 14 days and I'll refund you. You keep the report.
For scale: our agency charges $300 to produce two CTR-ready main images for one ASIN. This is the strategy engine behind that work, for $49, across your whole catalog.
Run the tool, send me your report and your ASIN, and I'll send back a 5 to 10 minute Loom telling you which of the ten I'd actually produce and why. Add it at checkout. Capped at 20 a month.
Pay, then book a 30-minute call with me to brief the project. Our team produces two finished CTR-ready main images for your ASIN. If the call shows it is not a fit, you get a full refund. Start a sprint
Questions
A paid Claude account (claude.ai), because the tool runs as a Claude skill. For rendering the image concepts we recommend a paid ChatGPT account too, since image generation is heavily limited on the free plan. If you already pay for both, you have everything you need and nothing new to subscribe to.
No. $49 once. No renewal, no seat count, no run limits. Run it on one ASIN or your whole catalog, and re-run it whenever you launch, rebrand, or a new competitor shows up in your row.
They are all real past projects, some for clients and some built in-house as sample work, and every one of them shows the same strategy process the tool runs. Two of them were put in front of independent shopper panels, and those results are shown with their vote share so you can see the difference the direction made.
The tool does not test images for you. It gives you a testing plan so you can run your own panel on the concepts you like, on PickFu or wherever you prefer, before you commit ad spend.
Sometimes yes, often they need one more pass. AI image tools do not reproduce label text perfectly, so the tool includes a QC checklist and tells you exactly what to verify before going live. If the label is not exact, regenerate, or have a designer composite the winning concept onto your real product photo. We are honest about this because a wrong label costs you more than it costs us.
Amazon's written rules call for the product alone on white. In practice enforcement varies by category, and many top-ranking listings carry added elements. Every option is risk-tiered so you choose your own exposure, and one fully policy-safe option is always included as your fallback.
No. The tool writes the strategy and the exact image prompts. You paste, generate and pick. Or hand the report and prompts to your own designer, it is built to brief one.
Strongest on supplements and packaged consumer goods: anything with a label. For unpackaged products the workflow still runs, but that branch is younger and less proven, and the tool will tell you so honestly rather than pretend.
The install guide covers setup step by step, and you can reply to your delivery email. A human reads it.
Run our free Mobile Main Image Check first. Drop in your main image and see exactly how it renders next to your competitors on a phone. Takes two minutes, costs nothing, and its report feeds straight into this tool.
Run the free Mobile CheckShoppers decide in seconds. Give them a reason to pick you.
Get the CTR-Ready Main Image Tool · $49 One-time payment. Instant delivery. Every ASIN you own. 14-day refund.