Conferencia de resultados del 2T de 2026 de Full Truck Alliance (YMM): Los pedidos aumentan un 12.7%, los ingresos por transacciones suben un 33.1%
En el segundo trimestre de 2026, Full Truck Alliance registró un crecimiento resiliente, con un aumento del 12,7% interanual en los pedidos completados, alcanzando los 68,5 millones, y un incremento del 4,4% en los ingresos netos totales hasta los 3.380 millones de RMB. El beneficio neto creció un 6,3% hasta los 1.350 millones de RMB. La tasa de cumplimiento alcanzó un récord del 47%, impulsada por una mejor gobernanza del ecosistema y la eficiencia operativa. El flujo de caja operativo se situó en 2.150 millones de RMB. La dirección mantiene un optimismo moderado, vigilando los riesgos macroeconómicos, la volatilidad del diésel y los desastres naturales.
Puntos clave
- Los pedidos completados aumentaron un 12,7% interanual hasta los 68,5 millones, mientras que la media de usuarios activos mensuales de remitentes creció un 12,8% hasta los 3,57 millones.
- Los ingresos netos totales crecieron un 4,4% hasta los 3.380 millones de RMB. Los ingresos por servicios de transacción aumentaron un 33,1% hasta los 1.770 millones de RMB, representando el 52% de los ingresos netos totales.
- El beneficio neto aumentó un 6,3% hasta los 1.350 millones de RMB, mientras que el beneficio neto ajustado no GAAP creció un 6,0% hasta los 1.430 millones de RMB.
- La tasa de cumplimiento alcanzó un récord del 47%, lo que supone un aumento de 6,3 puntos porcentuales interanual y de 2,9 puntos porcentuales trimestral. El tiempo de asignación de pedidos se redujo a 5 minutos por primera vez.
- El flujo de caja neto generado por las actividades de explotación alcanzó los 2.150 millones de RMB, con un flujo de caja libre de 2.040 millones de RMB y una posición de efectivo al cierre del trimestre de 33.400 millones de RMB.
- Los camiones eléctricos representaron más del 20% de los pedidos completados. La dirección prevé que la electrificación de la flota beneficie a la plataforma, pero observa limitaciones significativas en el transporte de larga distancia no regular.
Datos financieros clave
| Métrica | 2T 2026 | Variación / Comentarios |
|---|---|---|
| Ingresos netos totales | 3.380 millones de RMB | Un 4,4% más interanual |
| Ingresos por servicios de transacción | 1.770 millones de RMB | Un 33,1% más; 52% de los ingresos netos totales |
| Beneficio neto | 1.350 millones de RMB | Un 6,3% más interanual |
| Beneficio neto ajustado no GAAP | 1.430 millones de RMB | Un 6,0% más interanual |
| Flujo de caja operativo | 2.150 millones de RMB | Crecimiento interanual significativo |
| Flujo de caja libre | 2.040 millones de RMB | Sólida generación de caja en todo el negocio |
| Posición de efectivo al cierre del trimestre | 33.400 millones de RMB | Respalda las nuevas iniciativas y la estrategia a largo plazo |
| Pedidos completados | 68,5 millones | Un 12,7% más interanual |
| Media de MAUs de remitentes | 3,57 millones | Un 12,8% más interanual |
| Tasa de cumplimiento | 47% | 6,3 puntos porcentuales más interanual |
Rendimiento operativo y comercial
El crecimiento de los pedidos se vio impulsado por la mejora en la calidad de las cargas, una mayor eficiencia en el cumplimiento y una creciente proporción de remitentes directos. Las iniciativas de gobernanza orientadas a corregir la clasificación errónea de pedidos compartidos, la reventa de carga y las publicaciones de bajo precio mejoraron la autenticidad y fiabilidad de la demanda de transporte.
Los camioneros activos mensuales que responden a pedidos aumentaron casi un 5% interanual. La tasa de cumplimiento para el negocio de transporte de larga distancia de camión completo aumentó casi 7 puntos porcentuales, mientras que los pedidos completados en ese segmento crecieron más rápido que los pedidos totales de la plataforma. Los remitentes directos registraron una tasa media de cumplimiento superior al 65%.
El crecimiento de los servicios de transacción reflejó una cobertura de comisiones más amplia y una mayor monetización por pedido. Full Truck Alliance completó la implantación del modelo de comisiones en las ciudades elegibles, elevando la penetración de comisiones al 94,7%. La dirección afirmó que su enfoque por niveles considera los ingresos de los camioneros, la aceptación de pedidos, la retención y el desempeño en el cumplimiento.
El negocio de intermediación de transporte continuó avanzando hacia una estructura de doble vía que combina modelos propios y de agregador. Los clientes que solo solicitan facturación disminuyeron a una participación de un solo dígito en el volumen de transacciones, mientras que la tasa de cobro de facturación propia se mantuvo alrededor del 10%. El modelo de agregador utiliza a terceros cualificados para la facturación y el pago, y Full Truck Alliance cobra una comisión de servicio de canal de un dígito bajo.
Las nuevas iniciativas también avanzaron durante el trimestre. Qmove registró un rápido crecimiento en el extranjero en pedidos completados y tasa de cumplimiento. La compañía logró cobertura nacional para su oferta de carga consolidada, amplió los proyectos piloto de vehículos de entrega autónomos a múltiples ciudades y extendió el despliegue de herramientas de IA para remitentes y atención al cliente.
Previsiones de la dirección
La dirección mantiene un optimismo moderado respecto al crecimiento de pedidos a largo plazo. La bajada de los precios del diésel desde junio debería respaldar una recuperación gradual de la demanda de transporte, aunque las condiciones macroeconómicas y las alteraciones causadas por el clima podrían afectar a la actividad a corto plazo.
La empresa prevé que la tasa de cumplimiento mantenga una trayectoria ascendente constante a medida que perfecciona los mecanismos del producto e integra la IA en la asignación y el cumplimiento. Se espera que los ingresos por servicios de transacción ofrezcan un crecimiento sostenible a largo plazo mediante un mayor volumen de pedidos, una mayor monetización por pedido y la expansión de nuevos casos de uso del negocio.
La dirección también prevé que la generación de caja a largo plazo se fortalezca a medida que la mezcla de ingresos se oriente hacia negocios de plataforma de mayor margen y pocos activos. El flujo de caja trimestral puede fluctuar debido al calendario de liquidaciones, pagos de impuestos y cambios en el capital de trabajo.
Riesgos y aspectos a vigilar
- Los elevados precios del diésel desde finales de marzo hasta mayo redujeron la demanda de algunas cargas de bajo valor y sensibles al precio. Aunque los precios del combustible se moderaron posteriormente, el mercado del transporte de mercancías por carretera sigue siendo complejo y está sujeto a la incertidumbre macroeconómica.
- Los tifones, las inundaciones, los terremotos y otros desastres naturales en algunas regiones de China podrían alterar los envíos de carga y la actividad de transporte a corto plazo.
- Los camiones eléctricos siguen estando limitados en las operaciones de larga distancia no regulares por la autonomía, la cobertura de carga y reemplazo de baterías, la pérdida de carga útil asociada a las baterías y la menor flexibilidad de las rutas.
- La transición del negocio de intermediación de transporte busca reducir la exposición a los riesgos de devolución del IVA, liquidación y funcionamiento operativo, pero la compañía está gestionando el cambio por fases para satisfacer las exigencias de los clientes y el cumplimiento normativo.
Puntos destacados del turno de preguntas y respuestas de los analistas
Crecimiento de pedidos y cumplimiento: La dirección atribuyó el aumento del 12,7% en los pedidos completados a una mayor calidad de la carga, a la gobernanza del ecosistema, a la mejora de la protección de pagos y a una mejor asignación de capacidad. La protección de pagos de carga y el programa de calificación crediticia para camioneros ayudaron a aumentar la aceptación y la fiabilidad tras la asignación.
Monetización de transacciones: El aumento del 33,1% en los ingresos por servicios de transacción se vio respaldado por una penetración de comisiones del 94,7%, precios afinados por ciudad, ruta, tipo de vehículo y segmento de usuario, así como por casos de uso emergentes adicionales.
Flujo de caja: El flujo de caja operativo se benefició de una mayor rentabilidad de la plataforma principal, la liberación de capital previamente vinculado al negocio de crédito y una gestión eficiente del capital de trabajo. El negocio de crédito está evolucionando hacia un modelo de distribución ligero de activos.
Adopción de camiones eléctricos: Los camiones eléctricos representaron más del 20% de los pedidos completados y se describieron como los más competitivos en operaciones de corta y media distancia, locales y de rutas fijas. La dirección no prevé que sustituyan a los camiones pesados de diésel y gas natural en todo el mercado de larga distancia a corto plazo.
Transcripción completa de la llamada de resultados
Transcripción completa de la conferencia de resultados
Comentarios de la dirección
Operator
Ladies and gentlemen, good day, and welcome to Full Truck Alliance's Second 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 purposes only. For a definition of non-GAAP financial results measures and the 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, the 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 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 second quarter 2026 earnings conference call. In the second quarter, despite a challenging market environment, our business delivered resilient growth with fulfilled orders reaching 68.5 million, up 12.7% year-over-year.
Operationally, we remain focused on enhancing user experience and transaction efficiency. By broadening and strengthening transaction protection for both shippers and truckers, we significantly improved the satisfaction across both sides of the platform. Average shipper MAUs reached 3.57 million this quarter, up 12.8% year-over-year, while the number of active truckers fulfilling orders over the past [ 12 ] months continue to grow, further amplifying our nationwide network effect.
Rising order density and trucker capacity lifted the fulfillment rate by 6.3 percentage points year-over-year to 47% with medium freight matching time further shortened. In terms of our new business initiatives, Qmove continued to gain strong momentum overseas with rapid growth in both fulfilled orders and fulfillment rate. We also achieved nationwide coverage for our less than truckload offerings through our network of dedicated line carriers and expanded autonomous delivery vehicle pilots to multiple cities. On AI front, we continued rolling out our shipper AI assistant to a broader user base and fully deployed AI-powered customer service across applicable use cases, further deepening AI applications throughout the fulfillment process.
Hui Zhang
[Foreign Language]
Mao Mao
[Interpreted] Financially, in the quarter, total net revenues reached RMB 3.38 billion, up 4.4% year-over-year. Transaction service revenues grew 33.1% year-over-year to RMB 1.77 billion, accounting for 52% of total net revenues. Net income reached RMB 1.35 billion, up 6.3% year-over-year while non-GAAP adjusted net income increased 6% to RMB 1.43 billion.
Net cash provided by operating activities grew significantly year-over-year to RMB 2.15 billion, contributing to a total cash position of RMB 33.4 billion by end of the quarter. This provides ample liquidity to support the rollout of new business initiatives and execution of our long-term strategy, and we are committed to continuously returning value to shareholders through quarterly cash dividends.
Looking ahead, our comprehensive product portfolio, robust platform ecosystem and expanding 2-sided network give our AI initiatives the fuel they needed.
Transaction data at scale across [indiscernible] practical user cases. We will continue to advance AI innovation and applications across the platform to strengthen our ecosystem, improve the experience for shippers and truckers and create sustainable long-term value for our shareholders.
Thank you all once again. That concludes our opening remarks. I 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.
We'll move on to the next question. Your next question is from Eddy Wang with Morgan Stanley.
Preguntas y respuestas
Eddy Wang
[Foreign Language] My question is that given the ongoing fuel price volatility and the rising penetration of electric trucks, do you expect these trends to significantly affect the freight industry's capacity mix and the competitive landscape?
Chong Cai
Thank you, Eddy. This is Simon here. Let me address your question. Our platform data over the past few quarters does show gradually rising penetration of electric trucks, which now accounted for roughly over 20% of our total fulfilled orders. However, we do not expect this shift in the capacity mix to have a material impact on the long-haul full truckload market. Instead, we believe that our diverse energy mix across the truck fleet will benefit our platform ecosystem overall.
First, electric trucks are currently most competitive in short to medium haul and local freight operations. Lower energy costs give them a strong position at ports, mining area and fixed route short to medium haul transportation. While some fast charging and high-capacity battery models can now travel between 400 to 500 kilometers per charge that's up from roughly 200 to 300 kilometers per charge. Their economics still depend heavily on fixed routes, high vehicle utilization and convenient access to charging or battery swapping facilities.
Second, the electrification of ad hoc long-haul trucking still face clear physical and infrastructure hurdles. The average shipping distance for full truckload long-haul transactions on our platform exceeds 500 kilometers, and many of these transactions involve cross-regional transportation, variable routes and uncertain backhaul demand. In these settings, electric trucks are constrained by limited driving range, sparse charging and battery swapping coverage, payload loss from battery weight and reduced route planning flexibility.
As a result, they're not positioned to replace diesel and natural gas power heavy-duty trucks across this market anytime soon. Overall, we believe the evolving mix of truck capacity will create long-term value for our platform. Changes in transportation equipment do not reduce shippers' underlying freight demand. Instead, they allow it to be fulfilled at more competitive freight rates. Our long-term vision is to become a one-stop logistics platform, serving millions of small- and medium-sized direct shippers whose logistics needs are often on-demand, dynamic and fragmented.
As truck capacity becomes more diversified, we can further leverage our vast pool of authentic freight demand, extensive route data and advanced algo to match different powertrain types with the shipping distance and use case -- distance and use cases they are best suited for.
At the same time, by providing complementary services such as truck leasing and purchasing, charging and battery swapping, we can help truckers meaningfully improve vehicle utilization as battery technologies advance and roadside charging and battery swapping infrastructure expand, electric trucks should gradually extend into selected long-haul use cases. We expect our platform to benefit from this ongoing capacity upgrade and create greater value for millions of shippers.
Operator
Your next question will be from Ronald Keung with Goldman Sachs.
Ronald Keung
[Foreign Language] I want to ask about the fulfilled order growth was around 12.7% in the second quarter. So what were the key growth drivers this quarter? And given that the domestic fuel prices have declined significantly from the late kind of end March highs, has the impact on high fuel prices on road freight demand fully subsided? And how do you view order growth over the next few quarters?
Chong Cai
Thank you, Ronald. The second quarter order volume growth was broadly in line with our expectations, driven primarily by continued improvements in freight order quality and fulfillment efficiency. First, our ecosystem, governance work and optimized user mix continue to pay off. Since the fourth quarter of last year, we have implemented targeted governance initiatives addressing misclassified car pooling orders, freight reselling and low-priced freight listing, which have significantly improved the authenticity of freight demand and fulfillment reliability.
Meanwhile, direct shippers have continued to grow as a share of our shipper base, further shifting our order mix towards genuine shipping demand. These improvements have strengthened truckers' willingness to accept orders leading to greater fulfillment reliability and efficiency. Second, more refined operations further improved our supply-demand dynamics.
During the past quarter, we continued to enhance our trucker credit rating program and freight payment protection mechanism. We directed more high-quality freight demand and core platform benefits towards truckers with strong fulfillment track records, increasing order acceptance among high-quality capacity. Meanwhile, freight payment protection helped alleviate truckers' concerns about payment defaults and other transaction risks, improving fulfillment reliability post match. As a result, the medium matching time of orders on our platform was shortened to 5 minutes for the first time, reflecting further gains in matching efficiency.
Third, solid growth in our full truckload long-haul business remained a key driver. Fulfilled orders in the segment grew faster than overall platform orders during the quarter on the strength of the supply-demand network, price discovery capabilities and capacity matching efficiency we have built in the ad hoc trucking market. These capacities widened our online platform advantages over offline channels and supported high-quality growth at scale.
Fuel price volatility since the beginning of the second quarter temporarily impacted both overall road freight demand and the growth of fulfilled orders on our platform. Domestic diesel prices remain elevated from the late March through May, in particular, dampening shipping demand for certain low-value price-sensitive freight.
Since June, consecutive diesel price cuts have gradually eased transportation cost pressures supporting a recovery in year-over-year order growth on our platform. Looking ahead, we remain cautiously optimistic about long-term order growth. Externally, the recent moderation in fuel prices should support gradual recovery in freight demand, although the road freight market continues to face a challenging and evolving macro environment.
In addition, the recent typhoon, flooding, earthquakes and other extreme weather events and natural disasters across various parts of China may cause some near-term disruption to freight shipping and transportation activities. Over the long term, we believe online penetration in the long-haul freight market still has substantial room to grow. We will continue to drive growth in fulfilled orders by expanding our direct shipper base, increasing penetration in the full truckload long-haul segment and further improving order quality through ongoing ecosystem governance initiatives.
Operator
The next question comes from Brian Gong with Citi.
Brian Gong
[Foreign Language] My question is regarding fulfillment rate. Our fulfillment rate hit a record high of 47% in the second quarter. Can management share, what were the key drivers in the second quarter? And how do you expect this metric to trend going forward?
Chong Cai
Thank you, Brian. Our fulfillment rate reached 47% in the second quarter that's up 6.3 percentage points year-over-year and 2.9 percentage points quarter-over-quarter, setting another record high. Fulfillment rates improved across all major business lines and shipper segments, primarily driven by systemic improvements in capacity allocation, freight demand quality and matching efficiency.
On the capacity side, effective truck supply remained abundant. Monthly active truckers responding to orders increased by nearly 5% year-over-year in the second quarter, supporting timely order responses and reliable fulfillment. Notably, the fulfillment rate for our full truckload long-haul business increased by nearly 7 percentage points making it an important driver of the overall improvement during the quarter.
Second, our ongoing ecosystem governance initiatives continue to improve freight demand quality across the platform laying a solid foundation for the increase in the overall fulfillment rate. In terms of product, further segmentation of our product portfolio and enhanced matching efficiency, we resegmented our freight product offering into 4 clear categories: express, entrusted shipping, general freight and less than truckload or LTL, each of them is designed for a distinct use case, rapid and satisfying short-haul matching, higher-quality [ pricing ] services, standard matching and LTL shipments through partnerships with dedicated line carriers, respectively.
Clear product positioning enables shippers to communicate their transportation requirements more effectively and allows the platform to match the most suitable capacity, reducing mismatches throughout the transaction and fulfillment process. From a user mix perspective, fulfillment performance improved across all shipper segments, the average fulfillment rate among direct shippers exceeded 65% while fulfillment among broker shippers also continue to improve. This demonstrates that the increase in the platform-wide fulfillment rate was driven not only by the growing share of high-quality direct shippers, but also the organic improvement in order quality and conversion efficiency across the broader shipper base.
We expect the platform's fulfillment rate to maintain a steady upward trajectory going forward as we continue to refine our operating strategies and product mechanisms while progressively integrating AI across the full matching and fulfillment process. We expect to unlock further gains in transaction efficiency. Thank you.
Operator
Your next question comes from Xin Chen with UBS.
Xin Chen
[Foreign Language]
This is Xin Chen from UBS. My question is about the transaction service revenue. This revenue continued to grow rapidly in the second quarter, increasing by 33% year-on-year. What were the key growth drivers? And how do you view the outlook for this revenue?
Chong Cai
Yes. The transaction service revenue reached approximately RMB 1.77 billion in the second quarter that's up 33% year-over-year. And this strong growth was primarily driven by the full rollout of our commission network, steady improvement in monetization per order and incremental contributions from emerging business use cases. Firstly, nearly full coverage of our commission network provided a solid foundation for our transaction service business.
During the second quarter, we completed the rollout of the commission model across all eligible cities, lifting the commission penetration rate to 94.7%. At the same time, our ongoing ecosystem governance initiatives continue to improve freight demand quality and drive the overall fulfillment rate higher, providing a larger and more reliable base of high-quality transactions for our commission model.
Second, refined operations continue to improve monetization efficiency. We dynamically optimize our commission strategy based on city, route, vehicle type and user segment. As we advance monetization, healthier trucker economics and the long-term health of our platform ecosystem remain essential prerequisite. Our commission strategy considers truckers' take-home earnings, willingness to accept orders, retention and fulfillment performance. We also improved truckers' operating efficiency through preferential access to high-quality freight demand, membership benefits, freight payment protection and operational subsidies. We firmly believe that protecting reasonable trucker earnings is fundamental to creating a sustainable virtuous cycle between the transaction scale and monetization.
As we move forward, we expect transaction service revenue to deliver high-quality, sustainable long-term growth, driven primarily by continued growth in fulfilled orders, higher monetization per order through refined and tiered operations and the scaling of new business cases.
Operator
Your next question comes from Wenjie Zhang with CICC.
Wenjie Zhang
[Foreign Language] My question is about freight brokerage business. Can you give us an update on the progress of transforming this business during the second quarter?
Chong Cai
Thank you. In the second quarter, we made steady progress in transitioning our freight brokerage business from a traditional self-operated model to a dual track structure combining self-operated and aggregator operations. We're taking a phased approach to transition and optimizing the business mix in line with customer needs and compliance requirements. This enables us to reduce our exposure to VAT refund risks while continuing to meet shippers' needs for compliant VAT invoicing and freight matching.
First, we proactively managed the scale of the self-operated business while further improving its customer mix. Under this model, the platform continues to handle invoicing and settlement workflows primarily serving shippers with genuine freight matching needs. During the second quarter, invoicing-only customers declined further to a single-digit percentage of the total transaction volume.
Customers that continue to use this model primarily seek an integrated solution combining freight matching with VAT invoicing, reflecting continued improvement in the quality of this business. The take rate for the self-operated invoicing business remained stable at approximately 10% during the quarter. Second, the aggregator model continued to grow steadily, diversifying the underlying risk across a larger base. Under this model, invoicing and fund settlement workflows are handled by qualified third-party partners, while our own platform focuses primarily on matching freight demand with truck capacity and charges a low single-digit channel service fee.
Beginning in the second quarter, the associated revenue was recognized under freight brokerage business. This asset-light model significantly reduces the company's direct exposure to VAT refund, settlement and operational risk while keeping shippers and their freight demand within our platform ecosystem.
Going forward, we continue to manage a smooth transition between the self-operated and aggregator models and this will enable us to meet shippers' compliance demand, deepen user engagement and better support and reinforce our core freight matching business. As the asset-light revenue contribution from the aggregator model gradually scales, we expect the revenue mix and overall earning quality of the freight brokerage business to improve further. Thank you.
Operator
Next question comes from Ritchie Sun with HSBC.
Ritchie Sun
[Foreign Language] I want to ask about the operating cash flow, which was RMB 2.15 billion in the second quarter, has been very strong growth. So what are the key drivers behind it?
Chong Cai
In the second quarter, our net cash provided by operating activities reached RMB 2.15 billion, while free cash flow totaled RMB 2.04 billion reflecting strong cash generation across the business. This performance was driven primarily by a significantly improved profitability in our core platform business, the release of capital previously tied up in our credit business as a transition to a new model and efficient working capital management.
First, the high quality growth of our core business further strengthened our organic cash generation. Core platform businesses, such as transaction services are not only growing quickly but also benefit from an asset-light model with short cash collection cycles. As these businesses contribute a growing share of our revenue, our revenue and profit mix is becoming increasingly weighted towards businesses with higher cash conversion and significantly reinforcing the core business ability to generate cash organically.
Second, we continue transitioning our credit business towards asset-light distribution model, reducing the deployment of our own capital for new loans, while gradually recovering capital from the existing loan portfolio, the resulting reduction in capital tied up in this business contributed positively to the operating cash flow during the quarter.
In addition, we maintained a stable collection and settlement cycles and managed our working capital efficiently. And given the inherent asset-light nature of our platform model, rapid business expansion does not require a corresponding increase in capital deployment, providing further support for our working -- operating cash flow.
Looking ahead, our cash flow may fluctuate from quarter-to-quarter due to the timing of business settlement, tax payments and changes in working capital. Nevertheless, as our revenue mix continues to shift towards higher-margin asset-light platform business, we expect our long-term cash generation capabilities to strengthen steadily.
Operator
And that concludes the question-and-answer session. I would like to turn the conference back over to management for any additional or closing comments.
Mao Mao
Thank you once again for joining us today. If you have any further questions, please feel free to contact Full Truck Alliance directly or reach out to Piacente Financial Communications. Our contact information for IR in both China and the U.S. can be found in today's press release. Have a good day.
[Portions of this transcript that are marked [Interpreted] were spoken by an interpreter present on the live call.]
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