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Target’s AI Trend Brain speeds up apparel trend forecasting

May 11, 2026
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Target is testing its AI Trend Brain tool to assist apparel teams discover fashion trends and adjust product decisions more quickly. The tool was introduced earlier this spring and is being rolled out to designers working on Target’s own brands, including Wild Fable and Universal Thread.

It uses inputs like social media content, runway images, and buying trends to assist the retailer assess where fashion demand could also be heading. Target has been using Trend Brain in apparel, including swimwear, a category where the corporate wants to keep up its market share. Gena Fox, Target’s head of apparel, said the corporate applied a digital-first model ahead of the summer swim season. Here, the model was used to read silhouettes, print patterns, and broader swimwear trends.

According to Fox, the system helped Target move chosen designs online quickly in order that they could possibly be shipped on to customers and supported buying decisions by identifying stronger-performing styles before the season began.

One example was a polka dot design that the tool flagged early. Fox said Target was capable of buy more of that design while reducing its exposure to styles that weren’t performing as well.

Target cites inventory forecasting risks

In its 2025 annual report, Target said effective inventory management is dependent upon demand forecasting and replenishment management and that it plans inventory levels for seasonal and apparel items to minimise markdowns.

It identified owned-brand demand forecasting as a business risk. In its annual report, the corporate said inaccurate demand predictions for owned-brand products have previously affected inventory decisions, and similar issues may result in insufficient or excess inventory, markdowns, and better costs.

Shortening parts of the product cycle

The company combines AI-assisted trend identification, smaller production runs, and direct-to-consumer shipping, shortening parts of the product development cycle from several months to a couple of weeks.

Products that show stronger performance through this process can then be considered for broader retail distribution. The tool is just not yet utilized in all design teams, and Target still relies on its standard product development process for many categories.

Target says designers still research trends

Trend Brain is an element of Target’s wider use of AI under CEO Michael Fiddelke, who has pointed to technology as an area of focus for the corporate. In its latest earnings release, Target said its priorities include strengthening merchandising, improving the shopping experience, and advancing its use of technology.

Target reported a weaker sales performance in its latest fiscal 12 months, with full-year 2025 net sales of US$104.8 billion, down 1.7% from US$106.6 billion a 12 months earlier. Comparable sales for the 12 months fell 2.6%.

Target also reported weaker fourth-quarter results. Net sales fell 1.5% to US$30.5 billion, and comparable sales declined 2.5%. Store-originated comparable sales fell 3.9%. Digitally originated comparable sales rose 1.9%.

(Photo by Salonagility.com Daniel)

See also: Reddit AI ad tools support community-led performance marketing

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