Personalization


  • TurboTax is seen on device
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    Kimberly White via Getty Images
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    Intuit, OpenAI launch partnership to provide consumers personalized advice

    Consumers will be able to use Intuit apps, like TurboTax, Credit Karma and QuickBooks, directly on ChatGPT. 

    By Nov. 21, 2025
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    Justin Sullivan via Getty Images
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    Are your personalization efforts overwhelming customers?

    More than one-third of customers have stopped buying from a brand due to excessive messaging, a CSG survey found.

    By Michael Brady • Nov. 14, 2025
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    Courtesy of Pinterest
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    Pinterest rolls out AI-powered personalization features

    The updates will turn the platform “into a personal shopping assistant” led by the technology, according to executives. 

    By Tatiana Walk-Morris • Oct. 31, 2025
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    3 of the spookiest customer experiences

    CX Dive spoke to three experts about the spookiest customer experiences, what they do to customers, and how they can cost companies. 

    By , Oct. 30, 2025
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    Scott Olson via Getty Images
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    Wayfair invests in AI to power its customer experience push

    The retailer is using the technology in its product image carousels, search engine and contact center operations.

    By Oct. 28, 2025
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    Companies are falling short on using AI for personalization

    Most CX leaders see the potential to better connect with customers using AI, but few say they have the knowledge to act on its potential.

    By Oct. 6, 2025
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    Courtesy of Stitch Fix
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    Stitch Fix dials up personalization to reverse client declines

    The number of active clients continues to drop, but the apparel box retailer hopes to win customers with superior experiences, according to CEO Matt Baer.

    By Sept. 26, 2025
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    Where companies fall short in their personalization efforts

    Shoppers appreciate personalization when it helps with product discovery or deals, but about half say brands’ recommendations feel random and irrelevant, a VML survey found.

    By Sept. 24, 2025
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    Consumers want more control over loyalty program rewards

    Giving customers more flexible rewards can drive loyalty by delivering greater personalization and value, EPAM Systems found.

    By Michael Brady • Aug. 26, 2025
  • A person looks at the Pinterest app on their phone.
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    Getty Images
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    Pinterest has ‘effectively become an AI-enabled shopping assistant,’ CEO says

    The platform is focusing on AI-powered visual search and product discovery, leading to cumulative gains across the business, CEO Bill Ready said.

    By Aug. 8, 2025
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    Courtesy of Starbucks
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    Will AI ‘completely rewire’ loyalty programs?

    Companies have been able to segment customer data for years, but AI takes it a step further, enabling brands to target offers to specific individuals through their rewards programs.

    By Michael Brady • June 30, 2025
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    Getty Images
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    Few consumers trust retailers to use their data responsibly, research finds

    Consumers are more willing to share data when the requests are personalized and the experience is more rewarding, Press Ganey Forsta found.

    By June 27, 2025
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    Courtesy of Stitch Fix
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    Stitch Fix personalization investments show signs of paying off

    Deeper customer-stylist relationships and improved flexibility fueled a strong quarter, but the retailer still reported year-over-year declines in active clients.

    By June 11, 2025
  • A close-up shot of an unrecognizable man browsing for sneakers on his laptop while sitting on his couch.
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    Personalization pays — except when it doesn’t

    Customers are more likely to purchase more after personalized interactions. But Gartner found they’re also more likely to feel overwhelmed and regretful.

    By June 4, 2025
  • Orange and white exterior of an Ulta Beauty store.
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    Daphne Howland/CX Dive
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    Ulta’s 45 million loyalty members will drive its personalization plans

    The retailer is focusing on elements it can control, including CX, to help it fend off competitors in the beauty space.

    By May 30, 2025
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    Courtesy of Pinterest
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    Pinterest pins its future to visual search experiences

    Investments in visual exploration are helping the company deliver more relevant ads while improving the browsing experience, CEO Bill Ready said.

    By May 9, 2025
  • A hand holds an iPhone that displays Wegmans' updated app, and the screen reads, "New app features, even more to love."
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    Peyton Bigora/CX Dive
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    Wegmans’ elevated shopping experience goes digital

    The East Coast grocer recently launched a “new and improved” website and mobile app with enhanced personalization. Here’s a closer look.

    By Peyton Bigora • April 22, 2025
  • A banner image for Scooter's Coffee's loyalty program.
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    Courtesy of Scooter's Coffee
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    Scooter’s Coffee switches to points-based loyalty

    The new program is designed to expand the range of products available for redemption and boost ordering through the chain’s digital channels.

    By Aneurin Canham-Clyne • April 17, 2025
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    Getty Images
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    Online shopping brings convenience but lacks joy

    Brands have many ways to make e-commerce more exciting, but they should avoid adding fluff, according to Info-Tech Research Group’s Julie Geller.

    By April 15, 2025
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    Permission granted by Sam's Club
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    Investments in convenience pay off for Sam’s Club

    The warehouse club will remodel its entire store fleet, with upgrades based on its store of the future concept, and improve digital personalization.

    By April 9, 2025
  • The outside of a David's Bridal store.
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    Getty Images
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    David’s Bridal CEO on transforming the brand experience for today’s brides

    CEO Kelly Cook is focused on “changing and twisting the dials of the company” to keep up with brides’ evolving expectations for the wedding shopping and planning experience.

    By April 1, 2025
  • Visual showing three screenshots of the Instacart app.
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    Courtesy of Instacart
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    Instacart increases grocery personalization with new AI tech

    The grocery technology company unveiled tools to help better predict customers’ dietary needs and refine product recommendations. 

    By Catherine Douglas Moran • March 18, 2025
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    Most consumers wouldn’t let AI make purchases on their behalf, study finds

    Shoppers still find AI useful for personalized product recommendations and discovery, according to an Omnisend survey.

    By March 17, 2025
  • A woman browses jewelry on her tablet.
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    Getty Images
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    Luxury shoppers embrace AI, but remain wary of sharing personal information

    Two-thirds of luxury fashion customers use AI when they browse online, but are cautious about the details they provide, according to a Saks Global survey.

    By March 3, 2025
  • Exterior of a Warby Parker store in Washington, D.C.'s Georgetown neighborhood
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    Caroline Jansen/CX Dive
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    Warby Parker pushes CX investments in-store and online

    The eyeglasses retailer is rolling out an AI-powered recommendation engine and helping associates train to become opticians.

    By Feb. 28, 2025