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Instant outfit suggestions from your catalog

Recommend complete outfits instantly – powered by your product catalog. No generic chatbot responses, just your brand's unique style.

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Why it matters

The problem this solves.

Repeat questions

Support keeps answering the same outfit combination questions over and over.

Time-consuming

Keeping up with outfit inquiries drains your team’s time and energy.

Lack of personalization

Generic outfit suggestions don’t match your customers’ unique styles.

Slow support

Customers wait too long for outfit advice, hurting satisfaction.

Deflect repeat outfit questionsSpeed up customer onboardingImprove satisfaction with personalized 2Free support for complex cases

The Chatref solution

Instant outfit suggestions from your catalog.

Fig. 1 · Instant outfit suggestions from your catalogAI recommends complete outfits based on customer queries – no guesswork, no dead ends

A shopper browses your site but can’t find the perfect outfit. They ask Chatref. AI instantly suggests complete outfits from your catalog. The shopper buys – no search, no wait, no abandoned cart

Real questions

What Chatref answers here.

A customer asks for a casual summer outfit – Chatref suggests a complete look from your **

Chatref deflects repeat questions about formal wear combinations.

Customers get instant outfit ideas for different occasions.

Support teams handle only the most complex outfit inquiries.

Loved by support teams

Outfit recommendations that work for your brand

See how teams use Chatref to suggest outfits from their own catalogs

Imports used to stall halfway and land in our queue. Now Chatref walks users through field mapping from our own guide, and most finish without us. Our admins handle the real migrations again.

Northwind Analytics

Customers love that outfit suggestions match our actual products – no more 'out of stock' complaints. Chatref pulls complete looks from our catalog instantly.

Pinehook

We used to get repeat questions about outfit combinations. Now Chatref handles them all, and our team focuses on complex requests.

Cardinal CRM
68%

of import questions answered before they reach the team

One set of outfit guides works for every region. Chatref recommends styles that fit local trends, all from our own content.

Modio

FAQ

Questions, answered.

Still not sure? Talk to our team.

Won’t outdated content give wrong answers?

You pick what to import. Start with your best guides, then use insights to spot updates. Your AI agent only answers from what you give it – so you control what’s current.

How fast is setup?

Minutes. Upload your content, add one snippet, and your AI starts answering. No rewrites, no coding, no waiting.

Does it work with different content formats or languages?

Yes. It handles help docs, guides, site pages, and files. Answers across languages from one set of content – so your whole team stays covered.

Is my content kept private?

Yes. Your content stays yours. Chatref only answers from what you import – it never searches the web or shares your data.

Will customers notice any changes?

No. Your AI agent answers in your brand’s voice using your imported content. Customers get the same consistent help – just faster.

Can it answer questions about our import format?

Yes – it pulls answers straight from your import guides, so users see the exact steps your team wrote.

What if something goes wrong with an import?

It lists common reasons from your docs and hands off to your team with full context for anything unusual.

Will it help users with field mapping?

Yes. It walks users through matching columns to fields using the rules in your documentation.

Start free – turn questions into outfit ideas instantly

Add your catalog and let AI suggest complete outfits in your brand’s voice.

Part of Chatref for Fashion Product Category Support · E-commerce hub · pricing.