What information does an Alovia wholesale line sheet include?

Each Alovia line sheet includes: AI-generated on-model photography for every SKU, SKU code and product name, wholesale unit price, retail recommended price (RRP), minimum order quantity (MOQ), available sizes and colorways, material and fabric composition, and lead time. All data is pulled directly from your product catalog — no manual data entry is required per SKU. The layout is formatted for professional buyer review out of the box.

Can I edit product specifications, pricing, and layout inside the editor?

Yes. Every element of the line sheet is customizable. You can adjust SKU codes, update wholesale prices, edit product specifications (such as fabric blend, size scale, materials, and color options), reorder layouts, swap page templates (like Commercial Grid or Quiet Luxury), add brand logos, and apply custom brand colors — all without InDesign or design experience.

Can I publish the line sheet as a flipbook with an integrated B2B order form?

Yes. Alovia converts your wholesale line sheet into an interactive digital flipbook with a built-in inquiry and order form. Buyers can browse on any device, view product details, select quantities, and submit order requests directly through the link. You can publish instantly using a free 15-minute Live Demo or paid plans (1 Week, 15 Days, 1 Month) featuring password protection.

Can I export the line sheet as a PDF for trade shows and buyer meetings?

Yes. Every Alovia line sheet exports as a print-ready PDF formatted for professional buyer presentations, trade show leave-behind packs, and digital distribution to retail buyers, boutiques, and department store merchandise teams. The PDF is production-quality: razor-sharp imagery, clean typographic hierarchy, and your brand logo and colorway correctly applied throughout.

Why does on-model photography on a line sheet matter to wholesale buyers?

Retail buyers make stocking decisions based primarily on how garments fit and drape on a real body — not how they look flat. Traditional line sheets using ghost-mannequin or flat-lay images leave buyers guessing about silhouette, fit, and fabrication feel. Alovia replaces those static images with photorealistic on-model AI photography that shows exact fit, drape, and texture — answering the buyer's primary question before they even ask it.

How quickly can I generate a complete line sheet for a large collection?

Alovia processes one SKU — including AI model photography, pricing layout, and PDF formatting — in under 30 seconds. A 50-SKU wholesale collection is ready to share in under 30 minutes. Compare that with the 3-to-5 days typically spent coordinating sample shoots, editing flat-lay images, and formatting InDesign documents by hand. You can go from catalog to buyer inbox on the same morning.

What are the publish plan options and what does Live Demo mean for line sheets?

Live Demo is a free publish option (zero credits) that keeps your flipbook-format line sheet live for 15 minutes — ideal for sharing a proof with a specific buyer before committing to a longer run. The 1 Week plan (50 credits) suits trade show seasons. The 15 Days plan (80 credits) covers pre-order windows. The 1 Month plan (120 credits) provides full-season visibility for ongoing buyer relationships. All plans include a password-protected URL that you can revoke at any time, and the ability to edit and republish within the active window.

Will the AI maintain accurate garment and fabric representation across all line sheet images?

Garment fidelity is non-negotiable in wholesale contexts where buyers are committing real inventory budgets. Alovia's deterministic fabric physics engine preserves every structural detail — seam lines, print registration, fabric weave, embellishments — with full accuracy across all generated on-model images. What you upload from your samples is what buyers see on the line sheet. No creative interpretation, no invented details.

Can I update pricing, MOQ, or SKU data after the line sheet has been shared with buyers?

Yes. Your line sheet is never locked. Return to the editor at any time to update prices, adjust MOQ terms, add new SKUs, or modify buyer-tier structures. Republish and the existing flipbook link serves the updated version automatically — buyers who saved your link always see current, accurate line sheet information. Mid-season pricing adjustments no longer require a new PDF production cycle or a new email distribution round.

How much does an AI-generated line sheet cost compared to a traditional sample shoot?

A traditional wholesale line sheet requires a sample photography session — typically $50 to $200 per garment in studio and photographer costs — plus 1 to 3 days of InDesign layout work. For a 50-SKU collection, total production costs commonly run $2,500 to $10,000 before the design-layout fee. Alovia generates on-model photography and assembles the formatted line sheet from your catalog for compute credits only — no studio, no photographer, no design agency, and no minimum spend.

Can I customize MOQ tiers and pricing structures for different buyer segments?

Yes. MOQ terms and tiered pricing are set entirely by you. Alovia does not impose any buyer minimums or pricing constraints. You define your buyer tier structure — for example, a 5-unit boutique MOQ versus a 50-unit department store minimum — and those thresholds are automatically rendered on every product page of the line sheet with correct formatting per tier.

Who owns the images and data on the line sheets Alovia generates?

You retain full commercial ownership of every image and document generated on your account. Alovia does not claim any rights over your product images, generated photography, SKU data, or line sheet PDFs. Your wholesale materials, your pricing architecture, and your buyer relationships remain entirely confidential and proprietary to your brand.

AI B2B Wholesale Line Sheet Builder

Build Professional B2B Wholesale Line Sheets With SKU, MOQ and Pricing Grids

Alovia Line Sheet Builder is built for B2B transactions. Connect your product details, auto-populate SKU codes, sizing, and MOQ thresholds, customize layout grids, and export a print-ready wholesale PDF for retail buyers.

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Alovia AI campaign image 1 — AI B2B Wholesale Line Sheet Builder

Alovia AI campaign image 2 — AI B2B Wholesale Line Sheet Builder

Alovia AI campaign image 3 — AI B2B Wholesale Line Sheet Builder

Alovia AI campaign image 4 — AI B2B Wholesale Line Sheet Builder

Wholesale Workflow

From product catalog to buyer-ready line sheet

Import Products with SKU, Price, MOQ, and Material Data
Connect your product catalog or upload a CSV with SKU codes, wholesale unit price, RRP, MOQ, available colorways, sizes, and material composition. Alovia maps each field automatically — no manual data entry per SKU.
Auto-Build the Wholesale Grid with AI Photography
Alovia generates photorealistic on-model imagery for every SKU and assembles a structured wholesale grid layout — price tables, MOQ callouts, colorway swatches, and buyer notes — in under 30 seconds per SKU.
Edit the Line Sheet Design
Adjust the layout, edit SKU data, reorder products, apply your brand colours and logo, and add buyer-segment pricing tiers — all inside Alovia's built-in design editor. No InDesign licence or graphic design skills required.
Export as a Print-Ready Line Sheet PDF
Download a professional PDF formatted for trade show leave-behinds, buyer meeting presentations, and digital distribution to retail buyers, boutiques, and department store merchandise teams. Razor-sharp imagery, clean typographic hierarchy.
Publish and Share with Buyers
Publish your line sheet as an interactive flipbook and share a password-protected URL with your buyer list. Buyers can browse the full collection on any device, surface SKU data inline, and make pre-order decisions faster.
Update Pricing and Collection Anytime
Seasonal pricing revisions, MOQ adjustments, and new SKU additions are all handled inside the editor. Republish to automatically refresh the buyer-facing link — no new PDF send, no version confusion, no stale spreadsheet circulating in buyer inboxes.

From product catalog to buyer-ready line sheet in three steps

What a traditional sample shoot and InDesign layout actually costs — vs Alovia

A line-by-line breakdown of the real wholesale production costs brands absorb each season, and how Alovia eliminates them.

Cost and time comparison between traditional production methods and Alovia across key line items.
Cost Item	Traditional	Alovia	Why It Matters
Sample photography per SKU	$50–$200+ per garment in studio and photographer costs for ghost-mannequin or flat-lay	Included in compute credits — photorealistic on-model image generated per SKU in under 30 seconds	On-model AI photography answers the fit question flat-lay cannot — without a studio day.
Total photography cost for a 50-SKU collection	$2,500–$10,000+ for a 50-piece sample shoot including setup and editing	Compute credits only — no studio, no photographer, no travel	Cost savings compound with collection size: the larger the range, the greater the advantage.
InDesign layout and data entry	1–3 days of design-agency or in-house InDesign work to format SKU data, pricing, and layout	Automated — SKU data, pricing grid, MOQ callouts, and layout built from your catalog import in minutes	Manual data entry errors are eliminated; every field maps automatically from your catalog.
Per-season production cost	$1,500–$8,000 per season accounting for sample photography, InDesign layout, and PDF production	Compute credits only — no minimum spend and no production overhead	Seasonal line sheet refreshes take minutes, not weeks.
Turnaround time (50-SKU collection)	3–5 business days from sample availability to buyer-ready PDF	Under 30 minutes from catalog import to shareable PDF and flipbook link	Go from catalog to buyer inbox on the same morning the collection is confirmed.
Revision cost (pricing or MOQ changes)	$100–$400 per revision round for designer time to update and re-export the InDesign file	No cost — edit directly in the browser and republish; buyer link updates automatically	Mid-season pricing adjustments no longer require a new PDF send or new link distribution.
Digital distribution to buyers	Static PDF email attachment; no interactivity; re-distribution required for every update	Password-protected interactive flipbook link; accessible on any device; updates reflect in the existing link	Buyers always see the current, accurate version — no version confusion in the buyer inbox.

Sample photography per SKU

On-model AI photography answers the fit question flat-lay cannot — without a studio day.

Total photography cost for a 50-SKU collection

Cost savings compound with collection size: the larger the range, the greater the advantage.

InDesign layout and data entry

Manual data entry errors are eliminated; every field maps automatically from your catalog.

Per-season production cost

Seasonal line sheet refreshes take minutes, not weeks.

Turnaround time (50-SKU collection)

Go from catalog to buyer inbox on the same morning the collection is confirmed.

Revision cost (pricing or MOQ changes)

Mid-season pricing adjustments no longer require a new PDF send or new link distribution.

Digital distribution to buyers

Buyers always see the current, accurate version — no version confusion in the buyer inbox.

Alovia Line Sheet Builder vs the alternatives

A factual look at how Alovia compares to a traditional sample shoot workflow and a generic AI image generator across six metrics wholesale brands care about.

Comparison of Alovia Line Sheet Builder, traditional alternative, and generic AI image generator across key operational metrics.
Metric	Alovia Line Sheet Builder	Traditional Photoshoot	Generic AI Generator
Time from catalog to buyer-ready line sheet	Under 30 minutes for a 50-SKU collection	3–5 days (sample shoot, image edit, InDesign layout, data entry)	Fast image generation; all layout, SKU data formatting, and PDF work still manual
On-model photography per SKU	Photorealistic on-model AI image generated per SKU in under 30 seconds	Requires a dedicated sample shoot; $50–$200+ per garment in studio costs	Possible — but garment fidelity is inconsistent and unacceptable for buyer presentations
SKU data and pricing automation	Auto-maps SKU, wholesale price, RRP, MOQ, sizes, material from catalog or CSV upload	Manual InDesign data entry per SKU; prone to transcription errors	No SKU data, pricing, or MOQ tooling — image generation only
PDF export for trade shows and buyer meetings	One-click print-ready PDF export with professional typographic hierarchy and brand styling	InDesign PDF export after separate design layout work; minimum half-day production	No PDF or line sheet output tooling
Digital sharing with buyers	Password-protected interactive flipbook link; accessible on any device, no app required	Static PDF attachment; no interactive or device-adaptive format	No digital catalog or buyer-sharing tooling
Cost per seasonal line sheet	Compute credits only; no studio, photographer, or design-agency fees	Sample photography plus InDesign design work typically costs $1,500–$8,000 per season	Low compute cost; all remaining production work is manual overhead

Frequently Asked Questions

Everything you need to know before your first campaign.

What information does an Alovia wholesale line sheet include?: Each Alovia line sheet includes: AI-generated on-model photography for every SKU, SKU code and product name, wholesale unit price, retail recommended price (RRP), minimum order quantity (MOQ), available sizes and colorways, material and fabric composition, and lead time. All data is pulled directly from your product catalog — no manual data entry is required per SKU. The layout is formatted for professional buyer review out of the box.
Can I edit product specifications, pricing, and layout inside the editor?: Yes. Every element of the line sheet is customizable. You can adjust SKU codes, update wholesale prices, edit product specifications (such as fabric blend, size scale, materials, and color options), reorder layouts, swap page templates (like Commercial Grid or Quiet Luxury), add brand logos, and apply custom brand colors — all without InDesign or design experience.
Can I publish the line sheet as a flipbook with an integrated B2B order form?: Yes. Alovia converts your wholesale line sheet into an interactive digital flipbook with a built-in inquiry and order form. Buyers can browse on any device, view product details, select quantities, and submit order requests directly through the link. You can publish instantly using a free 15-minute Live Demo or paid plans (1 Week, 15 Days, 1 Month) featuring password protection.
Can I export the line sheet as a PDF for trade shows and buyer meetings?: Yes. Every Alovia line sheet exports as a print-ready PDF formatted for professional buyer presentations, trade show leave-behind packs, and digital distribution to retail buyers, boutiques, and department store merchandise teams. The PDF is production-quality: razor-sharp imagery, clean typographic hierarchy, and your brand logo and colorway correctly applied throughout.
Why does on-model photography on a line sheet matter to wholesale buyers?: Retail buyers make stocking decisions based primarily on how garments fit and drape on a real body — not how they look flat. Traditional line sheets using ghost-mannequin or flat-lay images leave buyers guessing about silhouette, fit, and fabrication feel. Alovia replaces those static images with photorealistic on-model AI photography that shows exact fit, drape, and texture — answering the buyer's primary question before they even ask it.
How quickly can I generate a complete line sheet for a large collection?: Alovia processes one SKU — including AI model photography, pricing layout, and PDF formatting — in under 30 seconds. A 50-SKU wholesale collection is ready to share in under 30 minutes. Compare that with the 3-to-5 days typically spent coordinating sample shoots, editing flat-lay images, and formatting InDesign documents by hand. You can go from catalog to buyer inbox on the same morning.
What are the publish plan options and what does Live Demo mean for line sheets?: Live Demo is a free publish option (zero credits) that keeps your flipbook-format line sheet live for 15 minutes — ideal for sharing a proof with a specific buyer before committing to a longer run. The 1 Week plan (50 credits) suits trade show seasons. The 15 Days plan (80 credits) covers pre-order windows. The 1 Month plan (120 credits) provides full-season visibility for ongoing buyer relationships. All plans include a password-protected URL that you can revoke at any time, and the ability to edit and republish within the active window.
Will the AI maintain accurate garment and fabric representation across all line sheet images?: Garment fidelity is non-negotiable in wholesale contexts where buyers are committing real inventory budgets. Alovia's deterministic fabric physics engine preserves every structural detail — seam lines, print registration, fabric weave, embellishments — with full accuracy across all generated on-model images. What you upload from your samples is what buyers see on the line sheet. No creative interpretation, no invented details.
Can I update pricing, MOQ, or SKU data after the line sheet has been shared with buyers?: Yes. Your line sheet is never locked. Return to the editor at any time to update prices, adjust MOQ terms, add new SKUs, or modify buyer-tier structures. Republish and the existing flipbook link serves the updated version automatically — buyers who saved your link always see current, accurate line sheet information. Mid-season pricing adjustments no longer require a new PDF production cycle or a new email distribution round.
How much does an AI-generated line sheet cost compared to a traditional sample shoot?: A traditional wholesale line sheet requires a sample photography session — typically $50 to $200 per garment in studio and photographer costs — plus 1 to 3 days of InDesign layout work. For a 50-SKU collection, total production costs commonly run $2,500 to $10,000 before the design-layout fee. Alovia generates on-model photography and assembles the formatted line sheet from your catalog for compute credits only — no studio, no photographer, no design agency, and no minimum spend.
Can I customize MOQ tiers and pricing structures for different buyer segments?: Yes. MOQ terms and tiered pricing are set entirely by you. Alovia does not impose any buyer minimums or pricing constraints. You define your buyer tier structure — for example, a 5-unit boutique MOQ versus a 50-unit department store minimum — and those thresholds are automatically rendered on every product page of the line sheet with correct formatting per tier.
Who owns the images and data on the line sheets Alovia generates?: You retain full commercial ownership of every image and document generated on your account. Alovia does not claim any rights over your product images, generated photography, SKU data, or line sheet PDFs. Your wholesale materials, your pricing architecture, and your buyer relationships remain entirely confidential and proprietary to your brand.

Professional wholesale materials that used to require a sample shoot, a designer, and a week of your calendar. Now ready before your morning coffee.

Built for every stage of your fashion business

Wholesale Brands Pitching Retailers and Boutiques

Walk into every buyer meeting with a professionally formatted, on-model line sheet that answers the fit question before it is asked. Reduce the back-and-forth of sample requests and follow-up imagery by presenting photorealistic garment fit upfront — the way the best-resourced brands in your category already do.

Trade Show and Showroom Preparation

Generate a full collection line sheet in the week before a trade show without booking a last-minute sample shoot. Alovia produces print-ready PDFs and digital shareable links simultaneously, so your physical leave-behind and your digital follow-up are ready at the same time.

International and Digital-First Wholesale

Reach international buyers and online wholesale platforms with a professional digital line sheet that communicates fit, quality, and pricing clearly without a physical sample present. Alovia-generated line sheets are designed to close deals in inbox and video call contexts — not just in showrooms.

Mid-Season Catalog Updates

Add new colorways, adjust MOQ terms, or introduce a capsule collection without reprinting or resharing a new PDF. Update the line sheet in the editor, republish, and every buyer who has your link sees the refreshed version immediately — no stale spreadsheet circulating in buyer inboxes.

See the results for yourself

Photorealistic on-model fashion campaign image result 1 generated by Alovia AI with 100% seam and pattern consistency.

Photorealistic AI fashion model generated by Alovia on a Santorini beach, demonstrating fabric-consistent drape and summer collection detailing.

Photorealistic on-model fashion campaign image result 3 generated by Alovia AI with 100% seam and pattern consistency.

Photorealistic on-model fashion campaign image result 5 generated by Alovia AI with 100% seam and pattern consistency.

What early beta adopters say

Real feedback from fashion founders and directors using our catalog builder.

"We were highly skeptical about using AI models for swimwear because pattern placement and fabric drape are notoriously hard to render accurately. Alovia's deterministic fabric physics completely blew us away — the prints don't warp, and the details are identical to our actual production samples. It cut our campaign lookbook budget by over 80%."

Sarah K.Founder, Sole & Sea Swimwear

"Atelier Noir focuses on quiet luxury and tailored apparel. With Alovia, we generated high-fidelity campaign imagery and B2B line sheets in under 30 minutes. The ability to update prices and SKUs on our published flipbooks instantly without having to resend PDFs to retail buyers has completely transformed our wholesale workflow."

Marc B.Creative Lead, Atelier Noir

From catalog to buyer inbox — before your morning coffee.

On-model AI photography, structured SKU data, MOQ callouts, print-ready PDF, and a shareable interactive flipbook. Your entire wholesale line sheet, built in under 30 minutes.

Let's Get Started Right Now!