Stock Markets February 10, 2026

Wolfe: AI-Driven App Sparked a Selloff in Broker Stocks, but the Reaction May Be Excessive

Analysts say a ChatGPT-integrated insurance app touches personal lines; commercial-focused brokers may be less exposed to near-term disruption

By Leila Farooq
Wolfe: AI-Driven App Sparked a Selloff in Broker Stocks, but the Reaction May Be Excessive

Shares of several U.S. insurance brokers fell after a report that OpenAI approved an insurance app on ChatGPT enabling personalized home insurance quotes and potential in-chat purchases. Analysts at Wolfe Research, including Tracy Benguigui, said the market reaction was "overblown," noting the development centers on personal lines while the brokers they cover concentrate on commercial business and that many commercial carriers lack the infrastructure to move to direct-to-business models.

Key Points

  • An AI application built by Tuio and reportedly approved by OpenAI can provide personalized home insurance quotes and may allow policy purchases directly through ChatGPT, collecting information through natural conversation and returning quotes from regulated carriers in real time.
  • Shares of brokers including Arthur J. Gallagher, Aon PLC, Brown & Brown and Willis Towers Watson declined following the report, reflecting investor concern about AI-driven disruption to insurance distribution.
  • Wolfe Research analysts, including Tracy Benguigui, contend the market reaction was "overblown" because the reported ChatGPT capability targets personal lines while the brokers they cover concentrate on commercial lines, and many commercial carriers lack the infrastructure to shift to a direct-to-business model.

Stock prices for a number of U.S. insurance brokers dropped on Monday following media coverage about a new artificial intelligence application operating inside ChatGPT. The app, created by Spanish digital insurer Tuio and reportedly approved by OpenAI, is described as a tool that can generate personalized home insurance quotes and, at a later stage, enable the user to complete a policy purchase within the chat experience.

The functionality reported in the media indicates the tool gathers necessary details through natural conversation and then provides tailored quotes in real time from regulated carriers, removing what OpenAI characterized as traditional frictions such as forms, phone calls and intermediary steps.

Among the companies whose shares moved lower were Arthur J. Gallagher, Aon PLC, Brown & Brown and Willis Towers Watson. The selloff reflected investor concern that AI platforms could disrupt conventional distribution channels for insurance.

Analysts at Wolfe Research, including Tracy Benguigui, pushed back on that market response. In a research note, they described the selloff as "overblown," arguing that the ChatGPT development pertains to personal lines insurance, while the brokers within their coverage universe are predominantly focused on commercial lines.

The Wolfe team also emphasized constraints within commercial insurance markets, noting that "most commercial lines carriers do not have the set-up/infrastructure to transform to a direct to business model." They suggested that these structural limitations reduce the immediacy of any threat posed by an AI-enabled direct-to-consumer or direct-to-business distribution channel.

The analysts further observed that share prices for these brokerage firms are already trading at depressed multiples as investors weigh an industry characterized by being "human capital intensive" and an "expensive intermediary on the value chain." Despite downplaying the immediacy of the risk from this particular ChatGPT integration, Wolfe Research maintained a cautious view about the broader potential for AI to disintermediate insurance intermediaries over time.

In sum, the Wolfe analysts see the market reaction as disproportionate to the specific capabilities described in the report, given the distinction between personal and commercial lines and current limitations in carrier infrastructure.


Note: Reporting in this piece is based on the analysts' comments and the media account describing an AI application built by Tuio and reportedly approved by OpenAI. No additional events, dates, or outcomes beyond those reported by the analysts and the media account are asserted here.

Risks

  • Potential for AI platforms to reduce friction in purchasing personal lines policies, which could pressure distribution models in that segment - impacts personal lines insurers and distribution channels.
  • Uncertainty about the degree to which commercial lines carriers can adapt their infrastructure to support direct-to-business models, leaving brokers’ commercial lines exposure a point of vulnerability if carriers evolve - impacts commercial insurers and brokers.
  • Market sentiment may already reflect concerns about brokers’ valuations and the sector’s reliance on human capital, creating sensitivity to developments that suggest disintermediation - impacts insurance broker equities and investor sentiment.

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