Build a complete fashion brand — from brand identity to collection copy to wholesale and retail strategy
Fashion & Apparel Brand is the definitive AI framework for fashion designers, apparel brands, and clothing retailers. It covers the full fashion brand lifecycle: brand identity, collection development, product descriptions, lookbook copy, wholesale pitching, e-commerce marketing, and press outreach. Every prompt is calibrated for the visual, aspirational, trend-aware language that fashion audiences respond to.
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All 42 prompts · All 5 modules
"The product description framework is the first AI tool that writes about clothes the way fashion peo..."
Creative Director · Independent Fashion Label
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You will build two connected platforms in Airo: a Merchant Operations Dashboard and a Client Storefront. AI handles product sourcing, copywriting, and order automation. Follow the stages in order.
Purchase & download the framework
Click the buy button on this page. After checkout, go to the and hit Download .zip. Unzip it — you'll get a .md file (all 64 prompts) and a .pdf reference guide. Keep both open alongside Alibaba.com and your Airo builder window.
Run the Alibaba Sourcing Pipeline first — before building anything
Go to the and open the Alibaba Product Sourcing & Supplier Vetting Pipeline module. Fill in your [PRODUCT NICHE], [TARGET RETAIL PRICE], and [DESTINATION MARKET] — then run it in GPT-4. You need vetted suppliers and confirmed margins before building your store. Do not skip this step.
Validate margins — confirm ≥ 40% gross margin before proceeding
Run the AI Product Research & Margin Calculator prompts with your Alibaba quotes. The calculator includes freight, import duties, platform fees, and a returns reserve — this is your true landed cost. If margin is below 40%, either negotiate the supplier price (use the Negotiation Library prompts) or choose a different product. Only proceed once you have a green-lit product.
Build the Merchant Operations Dashboard in Airo
Open Airo and start a new project. Go to the and copy the Merchant Dashboard Orchestrator Prompt. Paste it into the Airo chat. It will scaffold your full operations hub — supplier directory, inventory sync, order management queue, profit analytics, and AI automation controls — automatically. This is your private backend.
Build the Client Storefront in the same Airo project
In the same Airo project, copy the Client Storefront Orchestrator Prompt from the and paste it into the Airo chat. It builds your branded customer-facing store — product pages, cart, checkout, and a self-service order tracking portal. The storefront and merchant dashboard share the same database, so orders flow automatically between them.
Stage 5 — Wholesale & Press System
Go to the , filter to Wholesale & Press System, and fill in every [BRACKET] with your business details. The output goes directly into your Airo project and business operations workflow.
Launch checklist before going live
Before publishing: order samples from your top 2 suppliers, verify product quality, confirm Trade Assurance is active on all supplier contracts, set up Stripe on your storefront, configure low-stock reorder triggers in the Merchant Dashboard, and run a test order end-to-end. See the full .
5 modules · 42 prompts · 5 workflow stages
Fashion Brand System
Brand positioning (aesthetic, price tier, customer, values), brand story, aesthetic identity brief, seasonal brand calendar, and website copy (homepage, about, collections).
8 promptsCollection Development System
Collection naming framework, collection concept statement, seasonal narrative (mood, inspiration, color story, key pieces), lookbook copy, and collection press release.
9 promptsProduct Description System
Apparel product description templates for: tops, bottoms, dresses, outerwear, knitwear, accessories, footwear, and swimwear. Each template includes fit, fabric, styling, and care. Includes size-inclusive language guide.
10 promptsE-Commerce & DTC System
E-commerce homepage copy, collection page copy, email welcome series, new collection launch email, abandoned cart email, and social media content calendar (Instagram, TikTok, Pinterest).
9 promptsWholesale & Press System
Wholesale pitch email to buyers, line sheet copy, trade show booth description, press release (collection launch), editorial pitch to fashion publications, and stylist outreach.
6 prompts[FASHION CATEGORY: ready-to-wear/streetwear/luxury/sustainable/activewear] fashion editorial, [SETTING: studio/urban/nature/architectural], [MODEL: solo/duo], [MOOD: editorial/commercial/artistic/minimal], [LIGHTING: natural/studio/dramatic/golden hour], [COLOR PALETTE] color story, [SEASON: SS26/AW26] collection, Vogue / i-D / Dazed editorial quality, film photography aesthetic, [STYLING DIRECTION] --ar 4:5 --v 6 --style raw
Write a product description for [PRODUCT NAME], a [GARMENT TYPE] by [BRAND NAME]. Requirements: 1) Opening: one sentence that places the garment in the wearer's life — a moment, not a spec, 2) Fit and silhouette: how it fits and moves on the body (specific, not "flattering"), 3) Fabric: material, weight, texture, and how it feels to wear, 4) Details: 2–3 specific design details that make this piece distinctive, 5) Styling: one specific way to wear it, 6) Care: one-line care instruction. Length: 100–130 words. Tone: [BRAND VOICE: minimal/editorial/playful/sustainable]. No exclamation points. No "perfect for" constructions. Product details: [DESCRIBE GARMENT, FABRIC, FIT, PRICE POINT].
Write a wholesale pitch email from [BRAND NAME] to [BUYER NAME] at [RETAILER NAME]. Brand: [BRAND DESCRIPTION, PRICE POINT, AESTHETIC]. Requirements: 1) Subject line: specific, references the retailer's current assortment or aesthetic, 2) Opening: 2 sentences showing genuine familiarity with the retailer (specific floor, category, or recent buy), 3) Brand intro: 3 sentences — aesthetic, customer, and one specific achievement (press, sell-through, DTC performance), 4) Why it fits: specific alignment between the brand and this retailer's customer, 5) The ask: specific — request to send a line sheet, schedule a showroom appointment, or attend a trade show, 6) Social proof: one retailer or press mention. Under 200 words. Tone: confident, peer-to-peer, specific.
system
8 prompts
templates
25 prompts
workflow
9 prompts
"The product description framework is the first AI tool that writes about clothes the way fashion people think — fit, fabric, moment. Our conversion rate increased 28% after switching."
Creative Director
Independent Fashion Label
"The wholesale pitch email template landed us meetings with three major retailers at our first trade show. The "specific alignment" section — showing we actually know their assortment — is what opened doors."
Brand Founder
Sustainable Apparel Brand
All 42 prompts across 5 modules are unlocked for your account.
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