Shares of customer engagement platform Twilio (TWLO) are on a volatile ride on Wall Street following the buzz around Meta’s (META) Muse AI. While some on Wall Street see Muse as a potentially powerful catalyst for Twilio, others remain skeptical about how much the artificial intelligence (AI) agent could actually mean for the company’s growth, revenue, and competitive position. Launched recently, Muse is Meta’s personal AI agent designed to work in the background and take action on users’ behalf, rather than simply answer questions.
From browsing the web and shopping to booking travel, managing calendars, and handling payments, Muse is built around a future where AI agents can take care of everyday tasks for users. That could be significant for Twilio, which provides the communications infrastructure businesses rely on for messaging, voice calls, and authentication. The bullish thesis is straightforward. If millions of consumers begin relying on AI agents to interact with businesses, the resulting surge in texts, calls, booking confirmations, authentication requests, and follow-ups could drive more traffic through platforms like Twilio.
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That optimism initially sent investors flocking to Twilio shares. But the narrative took a sharp turn on Friday after HSBC downgraded the stock from “Hold” to “Reduce.” The bank acknowledged that Meta’s Muse could increase overall communications volume but argued that this may not necessarily translate into a meaningful expansion of Twilio’s competitive moat or its ability to capture additional revenue. So, with Wall Street’s view of Muse and its potential impact on Twilio shifting rapidly, here’s a closer look at the stock.
About Twilio Stock
Founded in 2008 and headquartered in San Francisco, California, Twilio is a cloud communications and customer engagement company that helps businesses connect with their customers through digital channels. Its platform provides the underlying technology companies need to build messaging, voice, email, WhatsApp, video, and other communication capabilities into their apps and services. In essence, Twilio acts as the communications infrastructure behind many of the customer interactions businesses rely on every day, allowing them to engage with users without having to build these systems from scratch.
As customer engagement evolves, Twilio has broadened its platform beyond traditional communications to include customer data, identity, authentication, and AI-powered tools. These capabilities allow businesses to create more personalized and context-aware interactions across multiple channels while maintaining security and control. Today, Twilio's platform is used across more than 180 countries by hundreds of thousands of businesses, ranging from startups to Fortune 500 companies, as well as millions of developers, making it a significant infrastructure provider for business-to-customer communications.
With a market capitalization of approximately $42.35 billion, Twilio has been on a remarkable run, with its shares soaring amid growing investor enthusiasm around the potential impact of Meta’s Muse AI. The stock has jumped 172% over the past year and 100% so far in 2026, turning in gains that have left the broader market well behind. For perspective, the S&P 500 Index ($SPX) has climbed about 15.3% over the past year and 13.1% in 2026. That striking performance gap underscores the strength of Twilio’s recent rally, as investors increasingly bet that the rise of AI-driven customer interactions could open another leg of growth for the communications platform.
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Twilio delivered a standout second-quarter performance for 2026 on Aug. 6, comfortably beating Wall Street expectations across major financial metrics and showcasing the continued strength of its customer engagement platform. Total revenue surged 22% year-over-year (YoY) to $1.50 billion, well ahead of the consensus estimate of $1.43 billion, while organic revenue growth accelerated to a robust 17%.
The company also made meaningful strides on the profitability front, with both earnings and operating efficiency improving sharply during the quarter. Non-GAAP income from operations jumped 29% YoY to $284.6 million, pushing the non-GAAP operating margin to 19%, while GAAP income from operations more than doubled to $84.5 million. Non-GAAP diluted earnings per share (EPS) reached $1.47, comfortably exceeding analysts’ expectations of $1.32.
Cash generation provided another major boost, highlighting Twilio’s expanding financial flexibility. Net cash provided by operating activities climbed to $372.4 million, compared with $277.1 million in the second quarter of 2025, while free cash flow rose to $352.6 million from $263.5 million over the same period. The combination of accelerating organic growth, stronger profitability, and robust cash generation underscores the company’s improving financial profile.
Looking ahead, Twilio issued its initial guidance for the third quarter ending Sept. 30, 2026. The company expects revenue to come in between $1.505 billion and $1.515 billion, representing reported revenue growth of 16% to 16.5% and organic revenue growth of 11% to 12% YoY. Twilio also expects third-quarter non-GAAP income from operations to range between $285 million and $295 million.
The company’s improving outlook extends beyond the third quarter, with Twilio raising its full-year 2026 guidance on both revenue growth and profitability. Reported revenue growth is now expected to range between 18% and 18.5%, up from the previous forecast of 14% to 15%. Meanwhile, the company raised its 2026 non-GAAP income from operations outlook to $1.135 billion to $1.155 billion, compared with its earlier range of $1.08 billion to $1.10 billion.
How Do Analysts View TWLO Stock?
Twilio shares dipped almost 8% on Friday after HSBC initiated coverage on the stock. Twilio’s Muse AI narrative is facing a reality check after HSBC downgraded the stock to “Reduce” from “Hold,” arguing that the AI-agent boom may drive more communications traffic without necessarily translating into outsized gains for Twilio. While HSBC agrees that AI agents could significantly increase calls, messages, and authentication activity, it believes Meta’s own AI voice technology could limit Twilio’s ability to capture the highest-value portion of those interactions.
The bank sees Twilio’s most likely exposure to Muse coming through PSTN connectivity and transactional or authentication messaging, areas it considers highly competitive and increasingly commoditized. Rivals such as Bandwidth and Sinch offer similar or more integrated PSTN connectivity, while Meta could potentially use Twilio, another CPaaS provider, or connect directly with wholesale carriers through SIP. In HSBC’s view, rising AI-agent traffic could lift the broader communications industry, but more traffic does not automatically mean more economics for Twilio.
Despite the recent concerns surrounding Meta’s Muse AI, Wall Street’s broader view of Twilio remains firmly bullish, with TWLO stock carrying a consensus “Strong Buy” rating. Among the 28 analysts covering the stock, 21 recommend “Strong Buy,” two rate it “Moderate Buy,” four have a “Hold” rating, and only one analyst recommends “Strong Sell.”
TWLO has already pushed past the average analyst price target of $262.36, suggesting that much of Wall Street’s optimism may already be reflected in the stock’s price. However, the Street-high target of $350 leaves room for another 24% upside, keeping the door open for further gains if the company can continue delivering on its growth and AI-driven opportunity.
www.barchart.com On the date of publication, Anushka Mukherji did not have (either directly or indirectly) positions in any of the securities mentioned in this article. All information and data in this article is solely for informational purposes. For more information please view the Barchart Disclosure Policy here.
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