We ask ChatGPT, Claude, and Gemini the shopping questions your customers are asking, and show you where your brand appears, disappears, and loses to competitors.
Get my AI Shelf Report →No long-term commitment. No technical work required.
Most ecommerce teams have no idea. Google Analytics won't tell you. Your Shopify dashboard won't tell you. Traditional SEO reporting won't tell you. Those tools answer different questions well. None of them answers this one. We test it directly.
We build a custom test set around the commercial questions that matter to your brand.
Then we test how AI responds.
Does AI recommend your brand?
Does AI understand what you actually sell?
Do your products make the shortlist?
Which brands appear instead of you?
How does AI describe your brand?
Tested across ChatGPT, Claude, and Gemini.
Get my AI Shelf Report →Your products may be perfectly capable of competing. AI simply doesn't understand your brand the way you want it to.
We investigate whether differences in AI understanding may be contributing to differences in visibility.
Your baseline visibility score across the test.
Your brand tested against real commercial shopping questions.
See where competitors enter the consideration set instead of you.
What AI understands, misunderstands and doesn't know about your products.
How AI currently describes your brand and the associations attached to it.
The ten most important gaps we identify.
A prioritised roadmap for improving AI shopping visibility.
We walk through the findings and answer your questions.
Delivered in seven days.
Get my AI Shelf Report →We identify the 25 shopping questions that matter most to your business.
We ask ChatGPT, Claude, and Gemini what they recommend.
We compare your visibility against relevant competitors.
We investigate where AI understands you, where it doesn't, and where competitors are winning.
You receive the AI Shelf Report and 90-day action plan.
Not a six-week consulting project.
AI knows your brand. It just isn't recommending you often enough.
You're not disappearing. You're just not making the shortlist.
AI associates your competitor with quiet luxury.
AI associates your brand with occasionwear.
Reframe how AI understands your brand, and the shortlist changes.
The AI Shelf Report is designed for fashion and lifestyle brands with meaningful ecommerce activity, differentiated products and categories where customers actively compare before purchasing.
Your $995 diagnostic fee is credited toward your first month of Prompt Commerce if you continue with implementation.
We don't promise that ChatGPT, Claude, or Gemini will recommend your products.
We show you what is happening today, what competitors are winning, and what we believe you should change.
This is an intelligence product. Not a promise.
The report is the starting point. If you want Fashion NUT to implement the recommendations and continuously monitor your AI shopping visibility, that's where Prompt Commerce begins.
Explore Prompt Commerce →