For fashion and apparel brands
When a shopper asks AI what to wear and where to buy it, see whose label it suggests.
Shoppers now describe an occasion, a body shape or a fabric they love and let an AI tool narrow the racks. Found in AI asks those style and fit questions every month and shows whether your label is in the answer or a rival brand is.
5 AI toolsUp to 300 tracked questionsWorks on the site you already have
Which brands make linen trousers that are not see-through and come in petite lengths?
Look for a fabric weight of at least 180 gsm and a lining or a tighter weave. Competitor A publishes the weight of each linen style and offers a 27 inch petite inseam, and Competitor C shows the same trouser photographed in daylight on three body types.
How buyers decide
Your customers are asking AI first. Here is what they ask.
At a glance, from the sample
- 4 of 8
- tracked questions name you
- 5
- AI tools asked each question
- 3
- gaps, each with a page to publish
Clothing is bought on fit, and fit is the hardest thing to judge on a screen. That is why shoppers ask AI tools such specific questions: does it run small, will it be sheer, how long is the inseam on a petite. The answer favors labels that publish garment measurements, model heights and sizes, and honest notes about how a style fits, because those are facts it can repeat.
Occasion and style questions start further back. Someone needs an outfit for a fall wedding, a capsule wardrobe for travel or a work blazer that survives a wash. The tool assembles a short list from editorials, lookbooks and brand pages that explain how pieces are worn together. A label whose site only shows products in a grid has little to contribute to that kind of answer.
Values are now part of the brief. Shoppers ask which brands use organic cotton, pay fair wages or take clothes back for recycling, and AI answers repeat the claims a brand documents with certifications and supplier details. Vague words like conscious or responsible give a tool nothing to cite, while a named certification and a factory list do.
Questions we would track
Eight questions from your customers, and who gets named.
Real questions a shopper types into an AI tool. Each card shows who the sample answer named.
- Names youWhich brands make linen trousers that are not see-through in petite sizes?
- Names youWhich clothing brands are certified organic and fair trade?
- Names youDoes this brand's knitwear pill after washing?
- Names youWhich brands offer free alterations or a hemming service?
- Competitors onlyBest work blazer that is machine washable
- Competitors onlyWhat should I wear to a fall wedding as a guest?
- Competitors onlyJeans for curvy women that do not gap at the waist
- Competitors onlyCapsule wardrobe pieces for two weeks of travel
Every example on this site is a sample with fictional businesses. It shows what a report looks like, not a result anyone was promised.
Sample report
What your monthly report looks like.
Five tracked questions, asked of the five AI tools. Each cell records whether the answer named you, linked you, or named only competitors.
| Question | ChatGPT | Claude | Perplexity | Gemini | Google AI Overviews |
|---|---|---|---|---|---|
| Petite linen trousers, not sheer | Competitor named, you were not | Named | Named | Competitor named, you were not | Named and linked |
| Machine washable work blazer | No business named | Competitor named, you were not | Competitor named, you were not | No business named | Competitor named, you were not |
| Organic and fair trade brands | Named | Named and linked | Named | Competitor named, you were not | Named |
| Jeans that do not gap at the waist | Competitor named, you were not | Competitor named, you were not | No business named | Competitor named, you were not | Competitor named, you were not |
| Knitwear that does not pill | Named and linked | Named | Competitor named, you were not | Named | Competitor named, you were not |
AI Visibility ScoreSample data
MayJunJulAugSepOct
+4 since your last scan
What AI tools can use
Content that answers the questions in your trade.
We cannot decide what an AI tool says. What you can control is whether your website answers your customers' questions clearly. These are the kinds of pages that do.
- 01
Garment measurements, not only sizes
Give the chest, waist, inseam and length of each size in inches and centimeters, plus the height and size of every model. A tool asked whether something runs small can only answer from numbers you published.
- 02
Fabric pages that explain the cloth
Name the fiber blend, the weight, the weave and how it behaves after washing. Shoppers ask whether linen wrinkles or merino itches, and a short fabric guide answers both for every product that uses it.
- 03
Styling guides by occasion
Show how pieces are worn for a wedding, an office, a trip or a season, with the products linked. These guides give AI tools something to say when the question names an event rather than an item.
- 04
Sourcing written down
List certifications by name, the regions or factories you use, and how a take-back or repair program works. Specific statements are what an answer about ethical fashion can repeat.
Gaps
Where a competitor was named and you were not.
Every report lists these gaps, with an idea for what to publish to answer each question.
Questions about fashion and apparel brands
Can you track questions about a single collection or style?
Yes. You choose the questions, so you can follow a hero product, a new collection or a fit problem shoppers keep raising. Each month we ask all five AI tools and record which labels they name.
Will this get my brand into AI shopping answers?
No one can guarantee what an AI tool recommends. Found in AI measures where your label is named and where a rival is named instead, then helps you publish the fit, fabric and styling detail those answers draw on.
We sell through marketplaces too. Does that matter?
It can. AI answers sometimes cite a marketplace listing instead of your own site. The report shows which page each answer linked, so you can see when your own store is the source and when it is not.
Do you write the content for us?
When you turn on the content switch, AI Blog Writer drafts one piece per gap, such as a fit guide or a styling post. Every draft waits for your approval, and nothing is published on its own.
Other industries
See the questions and sample reports for nearby trades.
For apparel labels on Shopify: see where AI answers name your store and which product fields hold you back.
Track whether AI tools name your products for skin concerns, ingredients, shade matching and routines.
Track whether AI tools mention your products for forms, dosing, third-party testing and dietary needs.