Walmart Finds In‑Chat Shopping Converts Far Less Than Website Purchases, Highlighting Agentic Commerce Limits

Walmart Finds In‑Chat Shopping Converts Far Less Than Website Purchases, Highlighting Agentic Commerce Limits

In a surprising turn of events, Walmart has revealed that customers who buy products directly inside ChatGPT convert at a rate three times lower than those who click through to the retailer’s own website. The findings, released after a month‑long pilot of OpenAI’s Instant Checkout, suggest that the...

In a surprising turn of events, Walmart has revealed that customers who buy products directly inside ChatGPT convert at a rate three times lower than those who click through to the retailer’s own website. The findings, released after a month‑long pilot of OpenAI’s Instant Checkout, suggest that the promise of agentic commerce—shopping without leaving a chat interface—may still be a long way from mainstream adoption.

The Experiment: Walmart’s Instant Checkout in ChatGPT

In November, Walmart partnered with OpenAI to make roughly 200,000 of its products available through the Instant Checkout feature. The idea was simple: a user could ask ChatGPT about a product, and the assistant would present the item, add it to a virtual cart, and complete the transaction—all within the chat window. No need to open a browser, sign in, or navigate a separate checkout flow.

Walmart’s EVP of Product and Design, Daniel Danker, announced the rollout with enthusiasm, citing the potential for a frictionless shopping experience. However, the pilot’s results soon painted a different picture.

Conversion Gap Revealed

Data collected over the pilot period showed that in‑chat purchases converted at only one‑third the rate of click‑out transactions. In other words, for every three customers who completed a purchase on Walmart’s website, only one did so inside ChatGPT. Danker described the experience as “unsatisfying” and confirmed that Walmart is moving away from the Instant Checkout model.

OpenAI, too, announced a shift away from Instant Checkout earlier this month, favoring a new approach where merchants handle checkout through their own apps. The change underscores that the original in‑chat model may not meet the expectations of both retailers and consumers.

Why In‑Chat Shopping Fell Short

Several factors likely contributed to the lower conversion rate:

  • Limited Trust and Security Perception – Users may feel uneasy completing a transaction inside a third‑party AI interface, worrying about data privacy or payment security.
  • Missing Familiar Checkout Steps – The chat flow lacked the familiar steps—shipping options, payment method selection, order review—that shoppers expect and trust.
  • Disjointed Experience – Switching between a conversational UI and a traditional e‑commerce site can disrupt the buying journey, leading to hesitation or abandonment.
  • Technical Constraints – The chat interface may have struggled with complex cart scenarios, such as multiple items, discounts, or customizations, which are easier to manage on a dedicated website.
  • Brand Loyalty and Recognition – Shoppers often prefer to stay within a retailer’s own domain, where they can see brand logos, return policies, and customer support options.

Walmart’s New Strategy: Bringing the Cart to ChatGPT

Rather than letting customers complete purchases inside ChatGPT, Walmart is now embedding its own chatbot, Sparky, directly into the platform. This approach keeps the user within Walmart’s ecosystem while still leveraging the conversational convenience of ChatGPT.

Key features of the new integration include:

  • Account Syncing – Users log into their Walmart account inside ChatGPT, allowing the chatbot to access their saved payment methods, addresses, and loyalty information.
  • Cart Synchronization – Items added in chat are reflected in the user’s Walmart cart, and vice versa, ensuring a seamless transition between chat and the full website.
  • In‑App Checkout – The final purchase steps—shipping, payment, confirmation—are handled by Walmart’s own checkout system, providing the familiarity and security shoppers expect.

Walmart’s move mirrors a similar integration slated for Google Gemini next month, indicating a broader industry shift toward hybrid models that combine conversational AI with traditional

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