Purple Dot

Purple Dot operates a pre-order management platform — which the company also describes as "pre-commerce" — that allows eCommerce brands and retailers to sell inventory days, weeks or months before it physically arrives at the warehouse. Merchants create a Waitlist against an item in their existing catalog, adding estimated ship date ranges and the number of units to pre-sell by SKU or in total. Purple Dot then handles the storefront experience (replacing Add to Cart with a Pre-order button carrying estimated delivery dates and removing Sold Out labels), the checkout and payment, the customer wait experience, and the conversion of pre-orders into regular orders when stock lands.

The platform covers payments (full charge upfront, a deposit with the balance on ship, or full charge on ship), customer service flows with self-service amend and cancel, transactional email communications, and data delivered as events, dashboards and downloads. Pre-orders are held within Purple Dot and outside the merchant's 3PL or warehouse management system until stock arrives, at which point they are pushed downstream as normal orders; where an ERP or 3PL does not support Shopify "On Hold" line items, Purple Dot integrates with the ERP/3PL directly. Merchants can upload purchase orders, which the company's AI parses and tracks against inventory to flip the storefront between pre-order and in-stock states and prevent overselling. Configurable options cover shipping logic, mixed carts containing both in-stock and pre-order items, and pre-order timing.

The company frames the underlying problem as a logistics rather than a forecasting issue: brands have historically needed stock on hand before selling it, an assumption embedded in operational workflows, production cycles and tech stacks, which the company argues drives both overstock and understock. Its stated mission is to expand inventory management upstream so that everything that gets made, gets sold.

Founding story

Purple Dot was founded in 2019 by Madeline Parra and John Talbott, drawing on the founders' experience in the travel eCommerce sector. The founders concluded that the roughly 25% of eCommerce and retail inventory that is never sold was not primarily a forecasting failure but a logistics problem rooted in the assumption that stock must be on hand in a warehouse before it can be sold.

Business model

B2B software sold to eCommerce brands and retailers, integrated into their existing storefront and commerce systems. Purple Dot transacts the pre-order itself rather than the merchant's eCommerce platform, holding customer funds in escrow until stock arrives and the order is exported as ready to fulfil.

Pricing is a flat all-in percentage transaction fee that varies by country, with volume discounts available. The fee includes all payment processing costs, and because Purple Dot transacts the pre-order, the merchant incurs no additional payment or transaction fees from its own eCommerce platform. An option exists to release escrowed funds early for an extra charge. Pricing is quoted on request.

Traction

Purple Dot says it is trusted by more than 100 global brands; as of May 2024 press coverage described hundreds of brands using the solution and millions of dollars in transactions processed each month. The company reports having processed millions of dollars of GMV, with customers using pre-commerce to power between 5% and 80% of their overall business. Marketing materials cite 25% higher sell-through with a pre-order strategy and up to 89% increased sales on out-of-stock items versus a "Notify Me" approach; a customer quote from OAK + FORT attributes a 20-25% year-over-year increase in eCommerce sales to Purple Dot, and SPOKE reported a sell-through 400% higher than predicted on its first presale drop.

Latest developments

In July 2025 CEO Madeline Parra published a post repositioning Purple Dot as a "pre-commerce" company, reiterating its mission to ensure everything made gets sold and stating that the next decade of eCommerce innovation will occur in the period before stock arrives at the warehouse. Product documentation, last updated within the month prior to collection, lists a Point of Sale capability in beta for Shopify stores alongside pre-order tracking and pre-order automation, Salesforce integration, and public and private APIs. The website markets AI-driven purchase order parsing and automated switching between pre-order and in-stock states.