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Microsoft’s Copilot Stumbles as OpenAI Tie-Up Fades, and Users Drift to ChatGPT and Gemini

by Team Lumida
February 4, 2026
in AI
Reading Time: 4 mins read
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Microsoft’s AI Ambitions: A Costly Path Forward

FILE PHOTO: A Microsoft logo is seen in Los Angeles, California, U.S. June 14, 2016. REUTERS/Lucy Nicholson

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Key takeaways

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  • Microsoft is trying to elevate Copilot into a standalone chatbot winner as its reliance on OpenAI becomes more complicated—but user preference is slipping.
  • Survey data cited shows Copilot’s “primary tool” share fell from 18.8% to 11.5% (July → late January), while Google Gemini rose from 12.8% to 15.7%; ChatGPT remains far larger on usage metrics cited.
  • Investors are increasingly focused on monetization and product proof as Azure growth concerns and AI infrastructure spending collide with a Copilot adoption gap inside paid enterprise seats.
  • Competitive pressure is shifting from “chat” to “do”: Anthropic’s Claude and its Claude Cowork are being praised for cross-application workflows that Copilot users say are inconsistent.

What Happened?

Microsoft’s Copilot has become central to CEO Satya Nadella’s push to make the company “AI-first,” but it is struggling to gain traction as a preferred chatbot and workflow assistant. The article cites internal and user feedback pointing to confusing branding across multiple Copilot versions and interoperability issues that make experiences feel fragmented across products like Microsoft Edge, PowerPoint, and GitHub. While Microsoft reported 15 million enterprise Copilot seats sold within Microsoft 365 (out of 450M+ paid seats) and 150M monthly active users across first-party platforms, usage and preference appear weaker than key rivals based on third-party survey data from Recon Analytics.

Why It Matters?

Copilot is not just another feature—it’s Microsoft’s consumer and enterprise AI “front door,” and a key lever for defending productivity-suite pricing power as AI tools become substitutes for parts of traditional software workflows. If customers buy seats but don’t use them, the product risks becoming a cost line item rather than a durable revenue engine—especially if employees with access to multiple tools consistently choose competitors for quality and usability.

For investors, the concern is compounded by timing. Microsoft is spending heavily on AI infrastructure while trying to prove incremental monetization, and the market is already sensitive to signs of slowing cloud momentum. On top of that, the competitive benchmark is rising: AI assistants are being evaluated less on “answers” and more on whether they can operate smoothly across work apps and data. Notes cited from Citi Research and UBS reinforce the debate about seat utilization, data readiness, and whether the infrastructure spend is translating into sustained product pull-through.

What’s Next?

Expect scrutiny on three measurable indicators: (1) whether Copilot seat utilization and daily active usage translate into renewal strength and net expansion in enterprise accounts, (2) whether Microsoft can simplify the Copilot portfolio into a more consistent cross-app experience without blurring the work/personal separation it says is intentional, and (3) whether its in-house model and compute strategy improves fast enough to reduce dependence and close quality gaps. Branding spend is also ramping, including a major push around the Super Bowl, but the market will ultimately demand product proof—higher preference share, higher usage per paid seat, and clearer ROI for customers paying for AI inside the suite.

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Lumida's website (referred to herein as the "Website") is limited to the dissemination of general information pertaining to its advisory services, together with access to additional investment-related information, publications, and links. Accordingly, the publication of the Website on the Internet should not be construed by any client and/or prospective client Lumida’s solicitation to effect, or attempt to effect transactions in securities, or the rendering of personalized investment advice for compensation, over the Internet.

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‍Lead Capture Forms: By submitting your contact information in the forms on this site, you are not obligated to invest in Lumida's product or services.
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