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Full Truck Alliance (FTA) reported robust results for Q1 2026, highlighted by a 14.3% year-over-year increase in fulfilled orders to 50 million. Total net revenue reached RMB 2.85 billion, with transaction service revenue growing 33% as the commission penetration rate reached a high of 94%. Operational highlights included a record fulfillment rate of 44.1% and a significant expansion of the company’s fueling network through a strategic partnership with Sinopec. Management emphasized the success of their platform governance initiatives, which have improved pricing discipline and fulfillment reliability. A key strategic pivot was also discussed: the transition of the freight brokerage business toward an ‘aggregator model’ to reduce regulatory exposure and maintain an asset-light profile. Furthermore, FTA is aggressively integrating AI across its transaction lifecycle, with AI assistants now supporting shipment posting and price negotiation, leading to higher fulfillment efficiency. Despite challenges from oil price volatility, management remains confident in its ability to drive digital transformation in the logistics sector. The company's focus on high-quality direct shippers and advanced matching algorithms continues to yield improvements in both user retention and monetization per order.

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Full Truck Alliance Co. Ltd.: The Great Wall of VAT Rebates and Off-Balance Sheet Affiliates

Full Earnings Call Transcript — Q1 • 2026-05-21

Operator: Ladies and gentlemen, good day, and welcome to Full Truck Alliance's First Quarter 2026 Earnings Conference Call. Today's conference is being recorded. At this time, I would like to turn the conference over to Mao Mao, Head of Investor Relations. Please go ahead.
Mao Mao: Thank you, operator. Please note that today's discussion will contain forward-looking statements relating to the company's future performance, which are intended to qualify for the safe harbor from liability as established by the U.S. Private Securities Litigation Reform Act. Such statements are not guarantees of future performance and are subject to certain risks and uncertainties, assumptions and other factors. Some of these risks are beyond the company's control and could cause actual results to differ materially from those mentioned in today's press release and discussion. A general discussion of the risk factors that could affect FTA's business and financial results is included in certain filings of the company with the SEC. The company does not undertake any obligation to update this forward-looking information, except as required by law. During today's call, management will also discuss certain non-GAAP financial measures for comparison purpose only. For a definition of non-GAAP financial measures and a reconciliation of GAAP to non-GAAP financial results, please see the earnings release issued earlier today. Joining us today on the call from FTA's senior management side are Mr. Hui Zhang, our Founder, Chairman and CEO; and Mr. Simon Cai, our Chief Financial and Investment Officer. We will open the call to questions following a brief opening remarks from Mr. Zhang. As a reminder, this conference is being recorded. In addition, a webcast replay of this call will be available on FTA's Investor Relations website at ir.fulltruckalliance.com. I will now turn the call over to our Founder, Chairman and CEO, Mr. Zhang. Please go ahead, sir.
Hui Zhang: [Foreign Language]
Mao Mao: [Interpreted] Hello, everyone. Thank you for joining us today for our first quarter 2026 earnings conference call. In the first quarter of 2026, amid a complex and rapidly evolving market environment, we remain committed to high-quality growth and digital innovation, driving steady business growth across the board.
Hui Zhang: [Foreign Language]
Mao Mao: [Interpreted] Operationally, we delivered meaningful improvements in both scale and quality. First of all, our ecosystem governance initiatives yield notable results. Our credit rating program for truckers and shippers have raised conduct standards for on both sides of the platform, while our freight payment protection mechanism has substantially reduced payment dispute issues for truckers, driving higher user satisfaction and retention. Our enhanced user experience also fueled order growth. Fulfilled orders reached 50.0 million this quarter, up over 14% year-over-year. On the shipper side, we continued to enrich our product portfolio and deepen user mindshare, bringing more off-line logistics demand onto our online platform. Average shipper MAUs reached 3.11 million this quarter, up 13% year-over-year. On the trucker side, both truckers activity and fulfillment frequency increased steadily with overall fulfillment rate exceeding 44%, up 5 percentage points year-over-year. On the innovation front, our AI shipper assistant is now deeply integrated into key workflows, including shipments posting, freight matching and shipment tracking, helping shippers reduce costs and operate more efficiently. We also launched pilot programs for autonomous delivery vehicles with unit economics, improving. In addition, our less-than-truckload products have rapidly expanded to nationwide coverage via the transport capacity of dedicated line carriers, while Qmove continued to gain traction across 4 international markets. Taken together, these initiatives reflected our commitment to provide users with one-stop end-to-end transportation solutions, unlocking new long-term growth opportunities.
Hui Zhang: [Foreign Language]
Mao Mao: [Interpreted] Financially, we achieved high-quality solid growth while continuing to optimize our revenue mix. In the first quarter, total net revenues grew by 5.5% year-over-year to RMB 2.85 billion. Excluding freight brokerage services, net revenues reached RMB 2.02 billion, up 17% year-over-year. Notably, transaction service revenues reached RMB 1.39 billion, up more than 33% year-over-year. Net cash provided by operating activities increased significantly year-over-year to RMB 1.56 billion, reinforcing our operational resilience and building a strong foundation for future innovation and growth. Looking ahead, we will leverage our comprehensive product portfolio, healthy platform ecosystem and growing network effects on both sides of the platform, coupled with our vast repository of user behavior and transaction data to deepen AI application across the full logistics value chain, driving industry-wide efficiency gains and creating long-term value for both our users and shareholders. Thank you all once again. That concludes our opening remarks. We would now like to open the call to Q&A. Operator, please?
Operator: [Operator Instructions] Your first question comes from Ronald Keung with Goldman Sachs.
Ronald Keung: [Foreign Language] I want to ask about the fulfilled order this quarter that grew 14% in the first quarter. So quite a notable acceleration compared to last quarter. So what are the key drivers behind this? And how do you view -- look in the coming few quarters?
Chong Cai: Thank you, Ronald. This is Simon Cai from Full Truck Alliance. So first quarter fulfilled order growth accelerated to 14.3%. That's ahead of our expectations, and that's primarily driven by 3 key factors. First, the impact of our platform governance initiatives continue to ease, and the associated benefits began to come through. In the fourth quarter of last year, we intensified the governance efforts targeting misclassified carpooling orders, freight reselling and real-name verification which temporarily weighed on order growth during that period as we communicated before. As we enter the first quarter, these measures transition into business as usual operations, and their drag on order growth is tapering off. More importantly, the structural improvements they have delivered across authenticity of freight demand, pricing discipline and fulfillment reliability are increasingly translating into tangible business momentum and reaccelerating order growth across our platform. This is the primary factor behind the acceleration in order growth in the first quarter. And secondly, recent oil price volatility has highlighted our platform's advantage in transparent, efficient and price discovery as fuel prices climbed sharply from March onwards and drove greater freight cost volatility, off-line freight brokers and relationship-based trucking network struggled to pass through these cost increase to shippers in a timely and transparent manner. In contrast, our platform enables real-time supply and demand-driven price discovery given our large verified trucker base, delivering more transparent and competitive pricing in highly dynamic market conditions. This superior pricing mechanism accelerated shipper migration from offline channels onto our platform and building a sharp rebound in shipping demand in the latter part of the first quarter. And thirdly, enhanced operational efficiency drove a systemic improvement in fulfillment frequency across our user base. Throughout the first quarter, we continued investing in key product lines and operational initiatives. Notable examples include multiple iterations of our new freight zone feature, the extension of freight payment protection to our entire trucker base, including non-members, and deeper integration of our instant cargo function with our trucker credit rating program. Together, these efforts strengthened our service capabilities across the full value chain and spanning freight posting, matching and fulfillment protection. The data mix is clear. Every shipper segment, including both broker and direct shippers delivered double-digit year-over-year growth in fulfilled orders in the first quarter, reflecting steady gains in user stickiness and repeat order frequency within an increasingly healthy platform ecosystem. Looking ahead, we remain confident in sustaining solid growth in the coming quarters, supported by the continued benefits of our platform, governance initiatives, a growing share of orders from direct shippers and deeper AI penetration across matching and fulfillment. We are well positioned to deliver high-quality sustainable growth throughout the year. Thank you.
Operator: Your next question comes from Eddy Wang with Morgan Stanley.
Eddy Wang: [Foreign Language] From March onward, geopolitical driven oil price volatility has pressured truckers transportation cost. Has the company observed any impact on the platform? And what are the key measures taken in response?
Chong Cai: Thank you, Eddy. Regarding the impact of transportation cost volatility on our platform, we believe that in the near future, the pass-through of higher fuel costs to freight rates may prompt some shippers of low-value goods to reduce or defer shipments, which could lead to some softening in long-haul freight demand. Over the longer-term, however, with the online penetration of freight -- road freight still extremely low, the structural opportunity to help shippers reduce logistics costs and win shares from offline channels so far outweigh the near-term headwind from oil price-driven demand pressure. In response to the oil price surge in March, we took several steps to protect trucker economics and prevent additional cost burden on truckers. For example, we implemented a freight rate fuel price linkage mechanism to keep freight rates aligned with rising fuel costs, including raising both the reference freight rates and bidding floor prices. In parallel, we launched a broad shipper outreach campaign on our apps to raise awareness of the fuel price environment and promote fair bidding practices. Additionally, we continue to leverage our fueling business to help truckers manage fuel costs. Over the past few years, we have steadily expanded our fueling network to approximately 12,000 gas stations. Building on this foundation, we achieved a significant milestone in our core energy network strategy. In late April, we formally entered into a strategic cooperation agreement with Sinopec. And this partnership has already gone live across Jiangsu, Zhejiang, and Anhui provinces with over 3,000 Sinopec stations now accessible on our platform. We expect to meaningfully expand this network through the remainder of this year. Our fueling business operates under an asset-light facilitation model, leveraging on our platform, we are able to secure preferential fuel rates below prevailing benchmark prices from gas stations partners and pass these through to verified truckers as exclusive discounts net of a modest service fee. We also complement this offering with flexible subsidy programs calibrated to market conditions to help truckers reduce costs further. For truckers, our model meaningfully lower per trip fuel expenses and provide tangible cash flow relief during a period of surge in oil prices. In this way, it not only serves as a practical economic buffer for the truckers, but also solidifies the effect, the active trucker supply and fulfillment capacity across our platform. For FTA, our matching capabilities extend naturally beyond freight transactions into post-trade service scenarios such as fueling and broadening our service ecosystem while deepening trucker engagement and stickiness through our entire transportation journey. Looking ahead, we will continue to broaden and deep our fueling network and expand strategic partnerships with key partners such as Sinopec in an elevated diesel price environment. The value proposition of our fueling business becomes increasingly compelling for truckers, and we're also confident that we can turn external fuel price volatility into an opportunity to grow our value-added services, enabling truckers on our platform to secure freight efficiently while meaningfully lowering their overall operating costs. Thank you.
Operator: Your next question comes from Brian Gong with Citi.
Brian Gong: [Foreign Language] My question is about fulfillment rate. How did the fulfillment rate trend during the first quarter? And how does management expect this metric to evolve going forward?
Chong Cai: Thank you, Brian. In the first quarter, the overall fulfillment rate was 44.1%, and it's up 4.9 percentage points year-over-year and 1.4 percentage points quarter-over-quarter. It also sets another new record. Notably, the average fulfillment rate for low and medium frequency direct shippers remain at a strong level of nearly 65%. The improvement in fulfillment rates reflects the combined effects of multiple initiatives driven primarily by 3 key factors: optimized order mix, enhanced operational measures and ecosystem governance. First of all, the continued optimization in order mix is the primary driver. In the first quarter, fulfilled orders from direct shippers accounted for a growing share of total fulfilled orders. Direct shippers typically hold higher standards for fulfillment reliability and demonstrate strong execution commitment, making their growing share a direct contributor to the improvement in the platform's overall fulfillment performance. Second, and more encouragingly, fulfillment rates among professional shippers, the 1688 members also improved year-over-year and quarter-over-quarter, in first quarter 2026. This 1688 cohort has historically lagged behind direct shippers in terms of fulfillment rate. So the progress here is particularly meaningful. The improvement in the first quarter was driven by 3 factors. First, ongoing benefits from platform governance. As mentioned earlier, we cleaned up a number of platform integrity issues that are related to the users, including misclassified carpooling orders, cargo reselling and suspiciously low-priced freight listing. This has materially strengthened overall fulfillment reliability on the platform. Second, structural improvement in the 1688 shipper base as real-name verification, shippers star rating and abnormal other behavior surveillance become part of our regular operations, lower quality shipper users naturally started to leave the platform. The shippers who have stayed are showing more genuine shipping demand and stronger fulfillment intent. And thirdly, we made a series of targeted product and operational improvements. This includes a rebuilt shipping workflow within the shipper and mini program and a secondary confirmation step for new freight listings. Paired with upgrades to our matching algorithm, these upgrades drove structural improvements in matching efficiency and fulfillment conversion for professional shippers across standard shipping scenarios. We continue to set up investment -- step up investment in key operational initiatives. In the first quarter, upgrades to truck-facing mechanisms such as extending freight protection coverage and deepening integration of instant cargo and trucker credit rating strengthened truckers' willingness to accept orders and bolster fulfillment reliability, and that translates to a meaningful uplift in our platform-wide fulfillment rate. Looking ahead, we -- with continued refinement of our credit rating system, further expansion of our direct shipper base and ongoing phaseout of low-quality freight listings and deeper AI applications across both matching and fulfillment, we expect fulfillment rates to continue on a steady upward trajectory. Thank you.
Operator: Your next question comes from Thomas Chong with Jefferies.
Thomas Chong: [Foreign Language] Let me translate myself. In the first quarter, average shipper MAUs reached 3.11 million, representing a year-over-year increase of 12.7%. What were the primary drivers behind this growth?
Chong Cai: Thank you, Thomas. Shipper MAUs continue to deliver double-digit growth in the first quarter, mainly driven by 3 factors: sustained gains in customer acquisition efficiency, expanding product benefits and strengthened user trust. First, multichannel user acquisition strategy continued to fuel our MAU expansion with overall acquisition efficiency elevating steadily. In terms of channel mix, app stores, information feed ads and cross-brand partnerships remain the primary contributors. Specifically, the App Store channel continued to deliver strong acquisition efficiency, thanks to our ongoing optimization across campaign management, keyword strategy and the download page and conversion funnel. This also reflects the growing brand awareness and conversion power of the FTA brand among our target shipper base. Information feed and SEM brand channels also delivered robust year-over-year growth in the first quarter with targeted reach ROI trending higher. Meanwhile, cross-brand partnership channels sustained solid growth, reflecting the initial success of our ecosystem collaboration efforts and our ability to integrate external traffic. Second, by layering scenario-specific benefits on top of our core capabilities, we have effectively lowered the barrier to entry for shippers and deepened user stickiness. The foundational infrastructure we have built over time across intelligent matching, fulfillment protection and freight pricing represent the bedrock of our ability to consistently attract and retain SME shippers. In the first quarter, while continuing to strengthen the long-haul transportation experience, we also introduced targeted product benefits for specific use cases. For example, a fee waiver for order posting within 200 kilometers. And these initiatives further lowered onboarding threshold for smaller shippers and ensure a reliable service experience across a broader range of transportation scenarios. Third, our WeCom operations and referral-driven acquisitions have solidified into a powerful dual engine for user growth. In the first quarter, we continued to scale our WeCom outreach, leveraging high-frequency targeted engagement to effectively reactivate our existing user base. Notably, peer-to-peer referrals existing i.e., existing shippers bringing in new ones, remaining our highest ROI and highest quality acquisition channel. Shippers acquired through referrals consistently outperformed platform average on key metrics, including order fulfillment rates and long-term retention. Looking into the rest of the year, we will sharpen our focus on the quality and sustainability of user growth through continued strong execution of our multipronged user acquisition strategy anchored in branding, product benefits and referral-driven programs. We will keep refining our channel mix and rolling out scenario-specific products -- product benefit to elevate acquisition efficiency and strengthen our brand presence among targeted users. In addition, we will deepen our commitment to user satisfaction, bolstering our service capabilities and protection mechanisms to strengthen trust and reinforce our professional reputation. Taken all together, these efforts will lay a solid foundation for sustainable and long-term growth. Thank you.
Operator: Your next question comes from Ritchie Sun with HSBC.
Ritchie Sun: [Foreign Language] I want to ask about truckers activeness. Can you share how trucker engagement trended in the first quarter? And has order acceptance frequency amount active truckers continue to improve?
Chong Cai: Thank you, Ritchie. In the first quarter, transportation capacity across the platform remained abundant and the supply mix continued to improve. Monthly active truckers responding to orders held steady at about 3 million, providing a solid backbone for fulfillment on our platform. Within newly onboarded active trucker capacity, the share of new energy vehicles continue to grow and supported by their lower operating costs and favorable policy tailwinds. They have emerged as an increasingly important supply source of high-quality carrier capacity on our platform. Besides, increasing order acceptance frequency among active truckers was one of our key operational priorities this quarter, underpinned by a series of systemic upgrades to our fulfillment protection mechanism and trucker-facing tools. First, freight payment protection has been extended to all truckers, significantly reducing fulfillment-related risk. We expanded the program from members-only truckers to our full trucker base, and it now covers more than 90% of the freight listings on the platform. For orders carrying the protection label, in the event of freight payment delays or defaults, the platform will proactively intervene to assist with the recovery efforts. If the dispute remains unresolved after the overdue period, the platform will directly cover the shortfall. This mechanism has effectively addressed truckers' key concerns around payment security and significantly boosting their willingness to accept orders and loyalty to the platform. Second, we have deeply linked benefits with trucker credit rating to foster a healthier ecosystem. Specifically, core cargo finding features such as our instant cargo function are now directly tied to trucker credit rating and truckers with stronger fulfillment records and higher service quality receive more reliable access to premium freight opportunities. This has created a powerful positive incentive mechanism on the capacity side of the platform. Lastly, our accelerating deployment of AI capabilities is driving meaningful individual efficiency gains. We're currently piloting an AI assistant for truckers that provides intelligent support across high-frequency transactional touch points such as cargo finding, price negotiation and query solution -- resolution. The recent trucker data is encouraging. The average number of fulfilled orders per active trucker continued to rise year-over-year in the first quarter, while the median time to transaction completion remained near historical lows. This suggests that the convergence of increasing high-quality freight supply, ongoing matching, algo iteration and AI-powered tools enable truckers to respond to orders faster and chain trips more tightly, meaningfully improving overall vehicle utilization at the individual level. We will remain focused on enhancing the trucker experience, refining protection mechanisms and upgrading tools and products. This means strengthening foundational systems such as freight payment protection and credit rating mechanisms to increase truckers' confidence in our fulfillment while also leveraging digital tools such as our AI assistant to improve truckers' order acceptance efficiency and unit economies. These initiatives will collectively strengthen our capacity base and support a sustained growth -- order growth and increased fulfillment across our platform. Thank you.
Operator: Your next question comes from Wenjie Zhang with CICC.
Wenjie Zhang: [Foreign Language] We saw that commission revenue grew by 33% year-over-year in the first quarter. What are the key drivers behind this? And what's the outlook for commission revenue going forward?
Chong Cai: Thank you, Wenjie. As order volume growth gradually recovered in the first quarter, transaction service revenue remained -- maintained strong growth momentum, primarily driven by 2 factors. First, an increase in high-quality orders significantly improved the commission penetration rate, which was the core growth driver of transaction service revenue this quarter. In the first quarter, commission penetration rate exceeded 94%, up roughly 9 percentage points year-over-year. This sharp increase was largely attributable to our ecosystem governance efforts in prior quarters. As low-quality and abnormal orders such as misclassified carpooling and cargo reselling are being structurally phased out, the supply of authentic high-quality orders has increased significantly and fulfillment rates have reached new highs for several consecutive quarters. This has allowed our commission model to extend smoothly and sustainably into a broader range of business scenarios. Second, average monetization per order climbed at a moderate healthy pace. In the first quarter, average monetization per order reached roughly RMB 26.9, sustaining its steady year-over-year upward trend. And this growth is structurally very sound, underpinned by 2 factors. First, the optimization of our tiered operations and refined pricing strategy continue to drive monetization efficiency within the existing commission scenarios. Second, there's a large volume of new orders has been brought into the commission system earlier this year. While these incremental orders generate lower initial commission rates and created modest near-term dilution, they present substantial monetization opportunities as we continue to drive higher average monetization per order over time. Looking ahead, we remain confident in the continued growth of our transaction service revenue as newly monetized orders gradually mature and we continue to optimize our tiered to refined operations. We believe there's still room for improvement in both commission penetration and average monetization per order. At the same time, ongoing enhancement to our trucker membership system and the normalization of ecosystem governance will keep a stable, high-quality capacity base in place, reinforcing the foundation for transaction service revenue growth. While maintaining our commitment to ecosystem health and user experience across both sides of the platform, we will continue to gradually optimize our monetization structure and driving transaction service revenue towards a more resilient and sustainable long-term growth trajectory. Thank you.
Operator: Your next question comes from Yuan Liao with Citic.
Yuan Liao: [Foreign Language] I have two questions. The first is can management share an update on the progress of the freight brokerage business transformation in the first quarter? And second question is related to AI, and could you share how AI is being applied across your company? And what is the key developments in the first quarter? And what is your plan for 2026?
Chong Cai: Thank you, Yuan. So starting with your first question on freight brokerage. Our freight brokerage business maintained stable operations in the first quarter with ongoing improvements to both business structure and operating model. Beginning in this year, the business has formally transitioned into a dual track model, operating its own proprietary business in parallel with aggregator model. Under the self-operated model, an extension of traditional freight brokerage business with revenue recognized on the freight brokerage business service item, FTA directly manages invoicing and settlement workflows. This model primarily serves SME shippers with genuine freight demand by providing a fully integrated end-to-end solution that combines VAT invoices issuance with freight matching. Operations have continued at their established pace with take rate or service fee remaining stable at around 10%. Under the aggregator model, this is a newly introduced track with revenue recognized under value-added services segment that invoicing and settlement are handled by qualified third-party ecosystem partners, while FTA focuses on the underlying freight matching and capacity allocation, earning a channel service fee of roughly 1% to 2% per order. This effectively repositioned the invoicing business from a GMV-driven model where the platform previously assumed full invoicing and settlement obligations to an SLI channel distribution model. From an operational standpoint, the decline of self-operated invoicing volume is the near-term outcome of our deliberate decision to reduce our self-operated exposure amid the evolving policy environment. From an asset quality perspective, the customers we retained under this model remain predominantly SOE shippers with genuine freight demand with the invoicing plus freight matching orders representing the substantial majority of the transactions. Meanwhile, the aggregator model has ramped up steadily since the first quarter launch with associated revenue beginning to flow through under the value-added services. Strategically, the transition to a dual track self-operated and aggregator model delivers 3 distinct benefits. First, it materially reduces direct exposure to regulatory policy risk. Under the aggregator model, the platform no longer bears direct invoicing and settlement obligations and fundamentally mitigating uncertainties from potential policy changes. Second, it enables an asset-lighter operating profile and sharpens our focus on core freight matching capabilities while reducing both capital deployment and operating costs. Thirdly, it strengthens shipper retention. By leveraging aggregator partners to meet shippers' invoicing compliance needs, we are better positioned to keep users engaged within our freight matching ecosystem. Financially, the invoicing business was never intended to be a core profit center. Rather, it serves as an operational infrastructure that anchors shipper loyalty and broaden the boundaries of our ecosystem. What we prioritize is the boost from the freight brokerage business to our core freight matching activity and the structural improvement it brings to our user mix. Looking ahead, we will continue to gradually transition the freight brokerage business away from the self-operated model towards the aggregator model. This shift will ensure shippers' invoicing needs are continuously served while enabling the invoicing business to operate on a lighter, more sustainable footing within the evolving regulatory environment and better supporting the long-term development of our core platform business. So that's the response to your first question. Moving on to your question on AI. In the first quarter, our AI initiatives advanced from exploratory phase to a stage of targeted capability refinement and focused testing. Centered on the core shipper transaction journey, we are progressively building an AI agent framework spanning the full transaction and fulfillment life cycle and encompassing dedicated agents for shipment posting, freight matching and other fulfillment alongside with AI-powered customer service. Our key developments in the quarter were concentrated across the following product lines. For the shipment posting agent, we continue to build on last quarter's strategy around simplified posting and automated dispatch. We steadily expanded the pilot among direct shippers, sustaining a high end-to-end success rate. Pilot results show that fulfillment rates on AI-assisted posting were materially above average. That's a strong testament to the power of AI-driven matching and improving fulfillment efficiency. Looking ahead, we plan to introduce multimodal capabilities such as screenshot-based posting to further streamline the posting experience while integrating WeCom and open APIs to meet enterprise system integration needs and improve posting efficiency. From our matching and fulfillment agents -- for our matching and fulfillment agents, core underlying capabilities went live in the first quarter. And since then, we have continue to refine their performance across intelligent query resolution, price negotiation and complex scenario handling. The matching agent focuses on dynamic negotiation strategies across varying transaction scenarios alongside growing real-time voice interaction capabilities. This fulfillment agent centers on shipment tracking, intelligent customer support and deep intervention in high-frequency exceptions such as late arrivals and cancellations and steadily establishing an automated exception handling mechanism across the platform. On the trucker side, our AI assistant continued to support high-frequency decision points such as freight finding and price negotiation and improving matching efficiency for truckers and unlocking latent capacity on the platform. Meanwhile, we continue to improve issue resolution efficiency and response speed within our AI-powered customer service system, driving structural improvements in both overall service quality and operating [ expenses ]. Looking ahead, we believe AI will continue to serve as the core technology foundation for improving operational efficiency and user experience across our platform. As we continue to refine our matching and fulfillment agents, we are also deepening the integration of our underlying models with the platform's high-frequency real-world transaction data, enabling AI to unlock greater value across matching efficiency, operating cost optimization and user experience. Thank you.
Operator: That concludes the question-and-answer session. I would like to turn the conference back over to management for any additional closing remarks.
Mao Mao: Thank you once again for joining us today. If you have further questions, please feel free to contact Full Truck Alliance directly or reach out to TPG. Our contact information for IR both China and the U.S. can be found in today's press release. Have a good day. Thank you. [Portions of this transcript that are marked [Interpreted] were spoken by an interpreter present on the live call.]