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A Premium Shirt Brand Used Predflow to Turn Inventory Data into Purchase Orders

A Premium Shirt Brand Used Predflow to Turn Inventory Data into Purchase Orders

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The Problem

The brand sells across multiple shirt collections — Breeze Linen, Giza Cotton, Ashley — each with dozens of color variants. Their biggest challenge wasn't selling; it was knowing what to make next. They were either overstocking slow-moving colors or running out of bestsellers mid-season. Their buyer would manually export Shopify data, cross-reference it with current inventory, and try to spot trends — a process that took an entire day and was still based on gut feel more than data. Returns analysis was another blind spot; they had no quick way to see which styles had the highest return rates.

The Problem

The brand sells across multiple shirt collections — Breeze Linen, Giza Cotton, Ashley — each with dozens of color variants. Their biggest challenge wasn't selling; it was knowing what to make next. They were either overstocking slow-moving colors or running out of bestsellers mid-season. Their buyer would manually export Shopify data, cross-reference it with current inventory, and try to spot trends — a process that took an entire day and was still based on gut feel more than data. Returns analysis was another blind spot; they had no quick way to see which styles had the highest return rates.

How They Use Predflow

How They Use Predflow

The merchandising team turned Predflow into their planning co-pilot:


  • "Can you please look at the run rate of woodrose and velvet shirt articles and prepare a purchase order for replenishment for next 30 days?"

  • "Sales trend for all colors in Breeze Linen Half Sleeves Shirts from March 2025 to Feb 2026"

  • "Extract the latest stock availability of each product, last 30 days sales run rate, current inventory in each size — mark if any size is broken in any variant"

  • "Which shirts have highest and lowest returns over the last 12 months?"


For new launches, they ask:


  • "We want to launch half sleeve Giza cotton shirts. Based on the Cambridge Giza full sleeve data, which color options should we go with?"

The merchandising team turned Predflow into their planning co-pilot:


  • "Can you please look at the run rate of woodrose and velvet shirt articles and prepare a purchase order for replenishment for next 30 days?"

  • "Sales trend for all colors in Breeze Linen Half Sleeves Shirts from March 2025 to Feb 2026"

  • "Extract the latest stock availability of each product, last 30 days sales run rate, current inventory in each size — mark if any size is broken in any variant"

  • "Which shirts have highest and lowest returns over the last 12 months?"


For new launches, they ask:


  • "We want to launch half sleeve Giza cotton shirts. Based on the Cambridge Giza full sleeve data, which color options should we go with?"

"We asked Predflow to look at the run rate of our Linen collection and map it with inventory. Within minutes, we had a purchase order recommendation that would have taken our buyer a full day to prepare. And it caught two broken-size variants we completely missed."

Founder & CEO

Frequently Asked Question

Frequently Asked Question

What is Predflow?

Does Predflow work with Meta and Google Ads?

Is there a Predflow Shopify app?

How is Predflow different from Meta Ads Manager or Google Ads dashboard?

Can Predflow detect creative fatigue?

Does Predflow support multi-touch attribution?

How quickly can I get started with Predflow?

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Simple Attribution

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Ad Intelligence

Social Analysis

Social Analysis

Social Analysis

Social Analysis

Social Analysis

Social Analysis

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