as of 11-28-2025 12:34pm EST
With a retail and direct-to-consumer presence, Williams-Sonoma is a player in the $300 billion domestic home category and $450 billion international home market, focused on expanding its exposure in the B2B ($80 billion total addressable market), marketplace, and franchise areas. Namesake Williams-Sonoma (154 stores) offers high-end cooking essentials, while Pottery Barn (181) provides casual home accessories. West Elm (119) is an emerging concept for young professionals, and Rejuvenation (11) offers lighting and house parts. Brand extensions include Pottery Barn Kids and Pottery Barn Teen (44) as well as Mark & Graham and GreenRow. Williams-Sonoma also has a business-to-business team that supports projects that range from residential to large-scale commercial.
Frequently Asked Questions
Learn more about our WSM ML prediction model
What parameters are used to train the WSM ML model?
Our stocks WSM ML model is trained using historical data with over 25 parameters, including volume indicators, volatility indicators, momentum indicators, trend indicators, and other technical metrics.
How often is the WSM ML model updated?
We update our ML model weekly or biweekly (depending on market capitalization) using TensorFlow, typically over the weekend to ensure the most current predictions.
Why might the model accuracy vary?
Our current data provider offers limited historical data, which can impact accuracy. As we continue to gather more data and add additional indicators, we expect the model's accuracy to improve over time.
How can I contribute data to improve accuracy?
We greatly appreciate contributions! Please contact us at info@finquota.com to discuss how you can help improve our models.
Are shorter timeframe predictions available?
Yes, we offer predictions for strategy purposes with shorter intervals including 1 minute, 2 minutes, 5 minutes, 15 minutes, and 30 minutes timeframes.
Should I use this for financial decisions?
Our ML model is designed for educational purposes only and should not be used as the sole basis for financial decisions. Always consult with a qualified financial advisor before making any investment decisions.
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Disclaimer
Our WSM ML model is developed exclusively for educational purposes. Any information presented on this page regarding the '"WSM Forecast & Prediction for November 30, 2025 Williams-Sonoma Inc. (DE)" should not be considered as financial advice or as a recommendation to buy or sell stocks. It is provided strictly for educational purposes. Investing in stocks involves significant risks, and decisions should be made only after careful consideration and consultation with a qualified financial advisor.