Hello, thank you for standing by for the Baidu second quarter 2016 earnings conference call. At this time, all participants are in a listen-only mode. After management's prepared remarks, there will be a question and answer session. At which time, if you do wish to ask a question, you will need to press star one on your telephone keypad. Today's conference call is being recorded. If you have any objections, you may disconnect at this time. I would now like to hand the meeting over to your speaker today, Sharon Ng, Baidu's Director of Investor Relations. Thank you. Please go ahead.
Hello, everyone, welcome to Baidu's second quarter 2016 earnings conference call. Baidu's earnings release was distributed earlier today, and you can find a copy on our website as well as on Newswire Services. Today, you will hear from Robin Li, Baidu's Chief Executive Officer, and Jennifer Li, Baidu's Chief Financial Officer. After their prepared remarks, Robin and Jennifer will answer your questions. Before we continue, please note that the discussion today will contain forward-looking statements made under the Safe Harbor Provisions of the U.S. Private Securities Litigation Reform Act of 1995. Forward-looking statements are subject to risks and uncertainties that may cause actual results to differ materially from our current expectations. Potential risks and uncertainties include, but are not limited to those outlined in our public filings with the SEC, including our annual report on Form 20-F.
Baidu does not undertake any obligation to update any forward-looking statement, except as required under applicable law. Our earnings press release and this call include discussions of certain unaudited non-GAAP financial measures. Our press release contains a reconciliation of the unaudited non-GAAP measures to the unaudited most directly comparable GAAP measures and is available on our IR website at ir.baidu.com. As a reminder, this conference is being recorded. In addition, a webcast of this conference call will also be available on the Baidu's IR website. I will now turn the call over to Baidu's CEO, Robin Li.
Hello, everybody, thank you for joining today's call. Baidu faced a challenging second quarter with heightened regulation in the healthcare sector and on internet advertising impacting our business and operations. The implementation of new regulations and the stricter standards that we proactively imposed to make our platform more robust will likely suppress revenue for the next two to three quarters. This period of uncertainty will pass. Baidu's core value proposition to help our users find whatever it is they are looking for on a safe and trustworthy platform and to help our customers connect with those users remains strong. Our users rely on us every day, a role that comes with great social responsibility, and we hold ourselves to a very high standard. We are confident that the stricter standards and regulations will enhance the user experience and have a long-term positive impact, resulting in a healthier industry environment.
We believe there are two main drivers of growth: sustainability and leadership in the fast-changing internet landscape that we operate in, providing the best user experience and creating innovative cutting-edge technology. Our users come first. We can only run a truly sustainable business if we put our users above all else by deeply understanding their needs and delivering great products to them that are underpinned by innovative technology. Baidu will rise to new heights as long as we maintain the trust and loyalty of our users and continue to be at the forefront of innovation. This may mean doing the hard things or the right things for which there is no compromise.
We have taken immediate action to improve the user experience, implementing even stricter customer requirements over the foundation we put in place in 2013, reducing the number of sponsored links and further upgrading user feedback and user protection mechanisms. We've required all customers to show ICP licenses and verified enterprise accounts. Internally, we have implemented a full review of Key Performance Indicators, further aligning KPIs when necessary to prioritize user experience. We are wholly committed to these efforts, which will be ongoing and continuous. Equally important to growth, sustainability, leadership, and enhancing user experience is being at the forefront of technology. Our commitment to technology is unwavering and has been our focus since the beginning. We are now experiencing the dawn of a new era, a time when artificial intelligence is emerging as the lifeblood of all things.
Just as the rise of electricity transformed the world 100 years ago, we now work with partners to use AI to transform industry after industry. We have invested in AI over a number of years, the accumulation of data and technology positions Baidu particularly well to lead the new AI era, reaping benefits over the long term. Baidu is consistently recognized among the global leaders in AI. Recently, MIT Technology Review named Baidu the number 2 smartest company globally in 2016. We are very proud of our achievements, we are just getting started. We are even more excited by what great things we can achieve to improve people's daily lives, transform industries, and realize the true potential of this powerful technology. Our Baidu Brain AI infrastructure supports all of Baidu's product lines.
Baidu Brain has already noticeably helped improve search monetization, also improved the accuracy of voice and image recognition, which helped to double voice and image queries year-over-year. Machine learning has enabled the automatic drafting of ad titles based on user profiling and user queries, making what used to be a tedious manual process for customers much more intelligent, streamlined, and targeted. Through machine learning, we helped our customers automatically create and enhance their mobile landing pages based on their PC websites and keywords. The technology also filters out low-quality results and predicts click-through rates for sponsored links. Baidu Brain not only benefits our core search business, it also opens up new opportunities in areas such as financial services, where we see great potential in education loans, online banking, and online insurance.
Our Duer virtual assistant, which marries voice recognition with services, and autonomous driving, which will transform the transportation industry. This quarter, we continued to make progress in building our integrated platform to enable users to conduct seamless transactions and provide our customers a fully integrated online marketing and transaction services solution. Search and Maps are powerful first-stop gateways where users come to consume content, inquire, and make decisions and transact. Search, Maps, and Nuomi continue to cross-leverage and mutually share content and services. Search and Maps, with around 670 million MAU and 340 million MAU respectively, continue to grow as clear leaders in their categories. To truly unlock the power of these gateways and the potential of our platform, we are taking further steps to build out Baidu's content and service ecosystems.
Baidu has powerful leading content platforms, some of which have served users for more than 10 years, including our popular community forum, Baidu Post Bar, our Q&A platform, Baidu Knows, and Baidu Encyclopedia. Our leading Baidu Mobile Assistant App Store and our licensed content video platform, iQiyi, are incredibly important pillars in our content ecosystem, as are our partnerships with Perfect World in online literature and Taihe in online music. Our updated Mobile Baidu 7.4 version provides a fresh take on content consumption on mobile devices, with features that enable users to stay constantly updated by automatically pushing real-time personalized news feeds and by following new sources and topics of interest. By mid-July, within a few short months of its launch, Mobile Baidu news feed surpassed 20 million daily active users.
Points of interest pad the real world and connect users from online to offline, serving as the bridge to online content and transactions. Baidu Map, having already accumulated the largest point of interest database in China, further expanded the number of point of interest with a closed loop to 1.8 million. That's up from nearly 1 million three quarters ago. Baidu Maps also expanded its overseas coverage in the second quarter, and is now assisting Chinese users traveling overseas in over 50 countries and regions. Our service ecosystem also continues to strengthen through the growth of Nuomi and takeout delivery and through working with partners such as Ctrip, Uber, and Didi, to name a few. Nuomi grew its merchant base to 2 million by the end of June, growing over threefold year-over-year and more than doubling GMV, the number of transactions, and the number of consumers year-over-year.
On the merchant front, this quarter, Nuomi offered new tools to merchants to enhance their pages, CRM systems to understand and track their users, and much more. Takeout delivery continued its rapid growth, growing GMV and number of consumers over fivefold year-over-year, and currently leads in the white collar demographic and the top 40 large and medium-sized cities, according to market research firm DCCI. The success of takeout delivery is driven by efficient logistics and technology. The key metrics of orders per delivery person, on-time ratio, and the average delivery time all showed improvements over the prior quarter. Baidu Wallet also gained strength, with activated Baidu Wallet accounts growing from 65 million at the end of last quarter to 80 million at the end of the second quarter.
Nuomi and takeout delivery customers are increasingly using Baidu Wallet to complete transactions, with 40% of takeout delivery and 60% of Nuomi's orders paid with Baidu Wallet. Baidu's OpenCloud strategy summit was held a few weeks ago in Beijing and highlighted what Baidu can offer businesses and enterprises through the power of Baidu's cloud infrastructure, big data, and AI technology. At the conference, we announced three new platforms for business customers who use Baidu OpenCloud in China: Smart Big Data Platform, Smart Multimedia Platform, and Smart IoT Platform. We are excited to extend our cloud service to offer better AI capabilities to partners and customers in traditional industries. We continue to make strides in the area of autonomous driving.
In the past quarter, we signed contracts to operate commercial autonomous cars in designated areas in Chinese cities Wuhu and Wuzhen. We continue to be in discussions with partners and stakeholders in the industry. We recently showcased our autonomous car at the high-profile 12th Five-Year Plan Technology and Innovation Achievements Exhibition and are particularly encouraged by the enthusiastic support received from the government at both local and national levels. In financial services, we have seen promising traction in our early efforts in education loans. In the span of half a year, we have established the leading position in credit loans in education sector. We credit this early success to our unique competitive advantages of strong AI capability that enables us to better evaluate credit risk, as well as our in-depth understanding of the needs of educational institutions with whom we have built long-lasting relationships through our core search business.
To date, we have worked with approximately 600 educational institutions to make training in areas such as IT, foreign language, and further education even more accessible to qualified credit-worthy students. Moving now to iQiyi. iQiyi performed robustly in the second quarter and continues to hold the leading position in the industry by MAU and user monthly time spent, according to iResearch in May 2016. In mid-June, iQiyi's paying subscriber base reached a new milestone of 20 million, doubling from 10 million in the short span of two quarters. Baidu will continue to support iQiyi in its growth and leadership in the industry. To conclude, while we are experiencing some short-term hiccups, Baidu's value proposition remains robust, and our enthusiasm and vision for the future remains undiminished.
Baidu is very excited to lead in this age of AI to truly unleash the potential of our platform, serve our users and customers, and work with key partners better than we could before. I want to take this opportunity to remind you all that Baidu World will be held this year on September 1st in Beijing. I look forward to seeing many of you there. With that, I'll now turn the call over to Jennifer for an update on financials.
Thank you, Robin. Hello, everyone. Baidu faced a challenging second quarter. As Robin mentioned, we expect the impact of the new regulations and stricter standards we proactively implemented to last for the next few quarters. I would like to shed some light on the regulations and stricter standards we've been implementing. Following the search engine measures announced in early May, regulatory authorities further outlined an internet advertising law in early July, which will be effective starting September 1, whereby healthcare customers are required to apply for advertising examination forms. As Robin mentioned, Baidu also proactively imposed stricter standards that require customers to show ICP licenses and verified enterprise accounts. Healthcare was the first vertical where we applied these stricter requirements, an effort which began in May.
A portion of our healthcare customers who were not immediately compliant to our requirements were not able to spend with us, reducing the number of online active customers in the healthcare vertical. This quarter, we have rolled out the ICP license and verified enterprise accounts requirement to all verticals. The implementation of these higher self-imposed standards will suppress revenue for the next few quarters. We observed two months of revenue impact in the second quarter as a result of the regulations and higher standards applied to the healthcare vertical. The full rollout of stricter standards to all verticals will impact the third quarter. This is the right thing to do for the long-term health and sustainability of our business. Baidu will have a stronger platform with these higher standards in place, and our core value proposition is very much intact.
As it pertains to the internet advertising law, Baidu's online advertising revenue, which is majority of our revenue, will be subject to an additional business tax of three percentage points. We expect our current business tax rate to increase by roughly three percentage points starting September 1. Moving to the financials. All monetary amounts are in RMB unless stated otherwise. For the second quarter, total revenue was RMB 18.3 billion, representing a 10.2% increase from the corresponding period in 2015. The year-over-year increase is 16.3%, excluding Qunar in the second quarter of last year. During the second quarter, Baidu had approximately 594,000 active online marketing customers, representing a 0.7% increase from the corresponding period in 2015, and a 13.6% year-over-year increase excluding Qunar in the second quarter of last year.
Revenue per online marketing customer for the second quarter was RMB 28,400, a 3.6% increase from the corresponding period in 2015, a 3.4% year-over-year decrease excluding Qunar in the second quarter of 2015, and an 11.8% increase compared to the first quarter of 2016. Traffic acquisition cost as a component of cost of revenue in Q2 was RMB 2.9 billion, representing 15.9% of total revenues. Bandwidth cost as a component of cost of revenue was RMB 1.2 billion, representing 6.3% of total revenues, compared to 5.4% in the corresponding period last year. Depreciation cost as a component of cost of revenue was RMB 754 million, representing 4.1% of total revenues, compared to 3.7% in the corresponding period last year. Operational cost as a component of cost of revenue was RMB 1 billion, representing 5.4% of total revenues, compared to 5.1% of the same period last year.
Content cost as a component of cost of revenues was RMB 1.7 billion, representing 9.3% of total revenue. This increase was mainly due to iQiyi's increase to content cost. SG&A expenses in Q2 were RMB 4.2 billion, representing an increase of 7.8% from the corresponding period in 2015, and a year-over-year increase of 41%, excluding Qunar in the second quarter of 2015. The year-over-year increase was primarily due to an increase in promotional spending for transaction services. R&D expenses in Q2 were RMB 2.5 billion, a 9.1% decrease from the corresponding period in 2015, and a year-over-year increase of 4.6%, excluding Qunar in the second quarter last year. Share-based compensation expenses, which were allocated to related operating costs and expense line items, were RMB 401 million in Q2, compared to RMB 355 million in the corresponding period in 2015. Excluding Qunar, the SBC cost was RMB 279 million in the second quarter of 2015.
This year-over-year increase, with Qunar's impact excluded, was a result of increased share grants to employees. Operating profit was RMB 2.9 billion, representing a 17.4% decrease from the corresponding period in 2015, and a year-over-year decrease of 30% after excluding Qunar's impact in the second quarter of 2015. Non-GAAP operating profit was RMB 3.3 billion, a 14.6% decrease from the corresponding period in 2015, and a year-over-year decrease of 25.7%, excluding Qunar in the second quarter of 2015. Income tax expenses was RMB 793 million for the second quarter. The effective tax rate for the second quarter was 24.8%, compared to 19% in Q2 2015. The increase of effective tax rate for the second quarter mainly reflects that some loss-generating entities in the group cannot be consolidated for tax purposes under PRC tax law. Net income attributable to Baidu for Q2 was RMB 2.4 billion, a 34% decrease from the corresponding period in 2015.
Basic and diluted earnings per ADS for the second quarter amounted to $6.59 and $6.57 respectively. Non-GAAP net income attributable to Baidu for Q2 was RMB 2.8 billion, a 30% decrease year-over-year. Non-GAAP diluted earnings per ADS for Q2 was $8.08. As of Q2, the company had cash equivalents, and short-term investments of RMB 75.8 billion. Net operating cash inflow and capital expenditure for the second quarter were RMB 4.4 billion and RMB 980 million respectively. Total headcount on a consolidated basis, including invested entities, was about 43,700 as of the end of the second quarter of 2016. This represents an increase of 0.5% as compared to the end of last quarter. Now let me provide you with our top-line guidance for the third quarter of 2016.
We currently expect total revenues for the third quarter to be between RMB 18.04 billion-RMB 18.58 billion for the third quarter of 2016, representing a decrease of 1.2% to an increase of 1.7% quarter-over-quarter. This forecast reflects Baidu's current and preliminary view, which is subject to change. That concludes our prepared remarks. Operator, we are now ready to take questions. Thanks.
Thank you. Ladies and gentlemen, the question and answer session of this conference call will start in a moment. If you do wish to ask a question, please press star on your telephone and wait for your name to be announced. In order to be fair to all callers who wish to ask a question, we will take one question at a time from each caller. If you have more than one question, please request to join the question queue again after your first question has been addressed. Once again, to ask a telephone question, press star one on your telephone and wait for your name to be announced. Thank you. We have our very first question from Mr. Eddie Leung from Merrill Lynch. Please ask your question, Eddie.
Good morning. Thank you for taking my question. Just wondering if you could give us an update on your top five advertiser industries after the recent cleanup. Besides the medical sector, which other sectors you would expect some impact from the tightened regulation as well as your access to more stringent policies to check your clients in the upcoming couple of quarters? Thank you.
Thank you, Eddie. Our top five sectors largely remain in line with the prior quarters. Namely, these are local services, retail, medical and healthcare, education, and financial services. As we implemented these stricter rules overall to the whole platform, obviously, we're very sensitive and having more measures in the medical service sector. In addition, a self-imposed stricter rules is giving closer reviews for the financial services sector. Those are primarily the main sectors that would put stricter controls. Overall, as I mentioned earlier, we are having across the platform, all verticals going through the measures for ICP licenses and enterprise accounts. Overall, we are putting much higher standard to our customer qualifications.
Got that. Thank you.
Our next question comes from Mr. Alan Hellawell from Deutsche Bank. Please ask your question, Alan.
Thank you very much. Could you take a moment to share with us the spending pattern response between the larger key accounts and your SME customers? Many of us have come to know in conducting channel checks, the more accessible large advertisers, we know what a reduction in paid results would have in terms of impact, and it seems finite. The big black box is obviously what the SMEs are doing. I assume they're not bidding for those top spots. In restructuring paid results, wouldn't the impact be deeper? Finally, just a formality. Can you just give us a definition of SME and what % of revenues come from SMEs? Thank you.
Typically, yeah, the healthcare sector are classified as SME. Because of the hiccups, the % is now relatively lower. In terms of biddings, each industry has its own related keywords. There is not much competition between the larger accounts and the smaller ones. I don't know if I answered your question.
Well, forgive me, thank you for allowing me to follow up. If I'm a very large account, a multinational, in all likelihood, I'm bidding for slots one to three. If I am a much smaller regional franchise with a much more finite budget, I might be settling for slots four to 10. When restructuring our results page, I would assume the former group is much less impacted than the latter group. I'm wondering whether you can give us a sense of magnitude about the impact on large account spending then the impact on SME spending.
Yeah. I think it's not about the size of the account, it's about which industry you are in. The larger accounts do not necessarily compete with the smaller ones on the same keyword.
Keywords.
Yeah. To give you an example, for large accounts, let's say the e-commerce sites like JD.com, like Alibaba, they belong to the key account. Games, for example, those are key accounts. For SMEs, these are smaller, let's say the medical service belongs to SME, and also some of the educational players belongs to that, and local services belong to that. Between SME and key accounts, these verticals do not necessarily cross, and the SMEs do not necessarily are bidding against the key accounts, if that answers your question.
I guess so. Again, if I'm an SME, I definitely don't have enough money to buy spots one through three, so that restructuring must have had a bigger impact. I'm not talking about competing really with the large accounts. I'm just talking about my own budget and ability to buy spots now that they've disappeared.
I think, you know our customers, their placement is a variety of factors, and of course, their bidding price defines the competitive dynamics within their verticals. If they're not competing with the key accounts, for example, these SMEs can still do similar things compared to before, and they can afford the top position. We don't see direct correlations there.
Okay. Thank you so much for indulging me. That's a great answer. Thanks.
The next question comes from Alicia Yap from Citigroup. Please ask your question, Alicia.
Thanks. Good morning, and good evening, Robin, Jennifer, and Sharon. Thanks for taking my questions. My questions is related in terms of both the ARPU and the numbers of customer growth. In terms of just helping us on modeling, considering the impact, looking into the next few quarters between the numbers of active customer count versus the average spending per customer, which one will likely see the bigger impact? Should we see slower customer add or even declining number of active customer, or should we actually see the spending per customer coming down even more? Related to that, can management give us the update on the click-through rate, the CPC, the user traffic, and even the ROI from the customer? Thank you.
Yeah, Alicia. Over the past quarter, obviously, in this quarter, there is a lot of changes on our platform. Our salespeople are busy validating and helping our customers either getting themselves qualified or having the advertising examination form filled out. A lot of the effort is on the existing customer base, how we revalidate them, and make sure that they qualify as we go forward. At the same time, because we're having a higher entry requirement for new customers, I think I would expect that the overall customer count would not be exponentially growing as you would typically see in the past, simply because we're going through these implementation stages. I think during this time, partially related to the Q3 guidance, as I mentioned earlier, customers will go through a stages of being signed up and also gradually manage their own spending.
I think we do not anticipate the customer spend to be down per se in general. I think that, first of all, it's the quality of the customer base. That's what we're working on. These customers, once they get on and they're fully qualified, their spending will be more active and will resume. As we go out, look out longer term, I think both on the customer count side as well as the spending side, on longer term over time as we go through the stages, they should resume.
Yeah. In terms of ROI, I think it's significantly better than before because there are less number of customers competing, therefore, the CPC is lower. It's reasonable to assume that their ROI is better than before.
I see. Thank you.
Thank you. The next question comes from Please ask your question.
Thank you, management, for taking my question. How much of the slowdown in your implied core search growth in third quarter, based on your guidance, can be explained by the reduction in sponsored link, and how much of it is reduction in ad loads? If I can add one more question to that, how should we think of the time it would take, in quarters potentially, for search, the core search business, to recover?
I think that, to your first question, predominantly, the changes are self-inflicted on the customer validation side. The sponsored link changes is not the main driver. It was not the main driver in Q2 either. This is more what we did with the customer base.
Yeah, we actually have a very strict rule on the mobile search in terms of number of sponsored links before this incident. The negative impact of that is limited, but the impact on PC is higher. Like Jennifer said, the majority of the impact comes from the customer account cleanup, not from the number of sponsored links or ad load.
Thank you. How should we think of the time it would take for recovery?
We think it's going to take another two to three quarters.
Okay. Thank you. I'll join the queue again.
Thank you. The next question comes from Ms. Erica Werkun from UBS. Please ask your question, Erica.
Hi, it's Angel asking on behalf of Erica. I have a question on iQiyi and about Baidu Nuomi Pictures. We noticed that Baidu Nuomi Pictures recently announced a RMB two billion investment to invest in certain movies over the next three years. Could you mention the share more color on Baidu's strategy on movie and online video going forward? Especially, post the withdrawal of iQiyi and MBO, how should we expect the future cooperation and integration between iQiyi and Baidu Nuomi Pictures? Thanks.
I don't think there's any change in terms of our strategy for iQiyi content and Nuomi. Nuomi is designed to connecting people with services, iQiyi is part of the ecosystem that connecting people with information. The video content on iQiyi is very valuable to the Baidu ecosystem, and Nuomi is trying to serve the users through movie tickets, and some of the content may have certain synergy. Right now, I think they belong to different type of ecosystem. One belong to the content ecosystem, the other belong to the service ecosystem.
Okay, thanks.
Thank you. The next question comes from Chi Tsang from HSBC. Please ask your question. Chi Tsang, your line is open to ask question. Please ask.
Hi, can you guys hear me okay? Hello?
Yeah.
Hi. I have two questions. Firstly Yes. Hi, great. Thank you so much. I have two questions. Firstly, I'm wondering if you can sort of comment on the natural growth rate of your search business. Just to put this into context, last year's search revenue grew about 27%. This year's search revenue will be down due to a number of factors. I'm wondering over the next couple of years, is the natural sort of revenue growth rate for search still sort of in this 20% range? That's my first question. My second question is, if you think about the next chapter of growth for the internet, for Baidu, is it more related to AI, as in sort of autonomous driving and finance, or is it more related to O2O? Thank you.
Yeah, I think search itself is still morphing quickly. A couple of years ago, it was the transformation from desktop search to mobile search. Now on the mobile platform, there are a number of factors that's affecting people's search behavior, including some other killer apps that's attracting more of the user's time. We have implemented this new feed structure in the Mobile Baidu, which will extend the user's time spent on our search app. The natural growth rate for the next few years largely depend on how well we develop our user-oriented product. Right now, the hiccup is pretty much on the customer side, but longer term, it will be on the product innovation side, I would say. The growth outside of search is pretty much all AI-based for our company, for Baidu.
Even the financial services, like I mentioned, we use our big data to gain insights of those consumers who need a credit loan. We also analyze our advertisers or partners on the quality of their training programs, things like that. We use our image recognition technology to verify users' ID. There are lots of AI-related technology we leverage to provide a better or unique financial services. Autonomous driving is another big industry that could benefit from our AI technology. Automotive is, of course, a very large industry, and once we believe eventually with [wow], that the majority of the cars become self-driving, we will be able to play a very important role. There are a number of other products in the works that are AI related, but at a more earlier stage, we will give you updates when that becomes more significant.
Thank you.
The O2O, again, like I said, belongs to the core product. I view search as both connecting people with information and connecting people with services.
We can take your next question.
Yes. Just remember, callers, once again, to be fair, it is one question per caller. Thank you. If you do wish to join the queue, just press star one if you do wish to ask two questions. The next question comes from Mr. Evan Zhou from Credit Suisse. Please ask question, Evan.
Hi, good morning. Thank you for taking my questions. Question is to Robin. I was wondering if you can provide some more color on the reasons and the rationale behind the withdrawal of the iQiyi MBO offer. I remember one of the rationale back then is that I think this kind of online video content business is regarded as a cultural entertainment related business to be better owned by the domestic investors from the regulatory point of view. Does that rationale still hold down the road? Will you be making an offer again in the future to consider that impact? Thank you.
I think we've made it clear in the press release on the reason that why the buyer group withdraw the privatization offer. Regardless of the status of iQiyi being a part of Baidu or being privatized, we consistently said that iQiyi is an important part of the Baidu ecosystem. We will always have access to the iQiyi content, and Baidu will continue to support the growth of iQiyi.
Thanks, Robin.
Thank you. The next question comes from Mr. Robert Lin from Morgan Stanley. Please ask your question, Robert.
Hi, management. Thank you for taking my question. The question is related to the financial services. Obviously, we've seen the company make key hires over the course of last six months and ongoing JVs with different financial institutions. Perhaps we can get some ideas about how we're thinking about the overall fintech business over the next three years, and how we should think about the potential impact to both P&L and balance sheet, particularly for payment, as that's probably the biggest business within the fintech for now. Thank you.
Yeah. I think financial services is a very large industry, we do not expect to take all of the shares, but we think we do have a unique advantage, which is our solid foundation in artificial intelligence related technology and our insights and big data, or our insight to our hundreds of millions of users every day. We are, at this stage, exploring areas like credit loans, wealth management, and we have partnerships with companies like Citibank and Allianz in areas like commercial banking and insurance. Baidu Wallet functions as a foundation for all of this endeavors because we need a strong user account. We need an account that users can deposit money, can borrow money, can pay, can trust us to do transactions. That's the rationale behind Baidu Wallet. It's more about a strong user account than about payment to Baidu.
It's still too early to tell you in the next three years how much revenue we're going to get, but we think this is a very promising, large industry, Baidu is uniquely positioned to take advantage of some of that.
Thank you. Our next question comes from Juan Lin from 86Research. Please ask your question, Juan.
Thank you. Robin, Jennifer, Sharon, Linda, thanks for taking my questions. My question is related to your SG&A expenses. Your total SG&A expense was quite well managed in the second quarter, which was only 7% higher than the first quarter. Does it mean that the full year SG&A expense plan could be adjusted and will eventually be lower from the previously guided RMB 20 billion level? Thank you.
Yes. Obviously, throughout the year, as we continue to work on the transaction services front, that's where the SG&A expenses mostly goes. We continue to really seek value creation and continue to improve our focus to generate good ROIs for these spending. Obviously, we have a plan at the beginning of the year. As we execute, we have very clear objectives, and we manage the expenses very responsibly. Our strategic targets and objectives do not change. As we mentioned earlier, transaction services continues to be our strategically important areas to build our service ecosystem. We'll continue to invest in that area. We will continue also to have very disciplined approach to expenses. I think, as we look at it now, we don't anticipate that we'll significantly upsize the SG&A expenses, but that in itself is not going in line with the top line.
That's not how we manage, as you know. Going forward, our approach will be the same. I think we deploy resources for strategically important areas, and we execute it responsibly.
Thank you, Jennifer.
Thank you. The next question comes from Natalie Wu from CICC. Natalie, please ask your question.
Hi, good evening, Robin, Jennifer, Sharon, and Linda. Thanks for taking my question. Your traffic acquisition cost climbed a lot in the second quarter. Wondering what's the driver behind, and if we should regard the status as ongoing or is just a one-off quarter thing?
Yes. You noted correctly that traffic acquisition cost as a percent of revenue did go higher. You note that we revised Q2's earnings guidance. I mentioned last time as we provided the revision, medical-related revenues are predominantly organic, so it does not really affect the revenue we generate on the Union side. As we grow our Union business and some of these in Q2, some of the revenues related to medicals are affected. It didn't really affect on the traffic acquisition cost side. As a result, you do see sequentially, Q2, there is a step-up of traffic acquisition cost. Going forward, some part of the future revenue as we deal with the whole client base, validation and enterprise account checking, and all that, it affects all the businesses verticals, so not just medical.
In that regard, I think, traffic acquisition cost, in some way, would behave in line with the revenue. At the same time, I think you know that we're growing our contextual businesses, our search business in mobile continues to be very solid, that's predominantly the driver for traffic acquisition cost. In short, yes, there has been a step-up in Q2. It's predominantly medical related. Going forward, you should continue to expect the TAC to increase due to contextual ads business growing. Overall, maybe Q2 was slightly more pronounced simply because it's medical related.
Great. Thank you.
Thank you. The next question comes from Mr. Jason Helfstein from Oppenheimer. Please ask your question, Jason.
Good morning, Robin, Jennifer, and good evening, Sharon. This is Bo speaking for Jason. Basically, I have two question here. Number one, if I'm back to the core search margin, it shows a sequential decline throughout the past couple quarters. Just trying to understand the underlying reasons behind the trend, and if it's fair to assume that the margin across this quarter is a result of cleaning up the unqualified healthcare accounts, which used to be more profitable than the other verticals. Number two, noticed that the company recently, first time, rolled out its full suite of cloud services for the enterprise customers. Maybe just want to hear more color about the company strategy and differentiation on their front, and how we should think about the timeline of being financially material to the entire company.
Any color on the current adoption rate on cloud and regular use cases will be appreciated. Thank you.
Yes. For your first question related to the core search margin, obviously, Q2 was a very special quarter. We had a revision to the revenue. At the same time, basically all the expense line items are not variable components. Even for TAC, it was not variable to the medical revenue that we generate. As a result, because of these changes in revenue, you see the margin sequentially would be lower or compared to the normal levels. I think going out for a few quarters, we should continue to expect that we're going through these changes, and the expense line items in itself is not going to drastically change. Overall, core search continues to deliver very solid margins and the business has been run for years. It has the setup, the structure already in place, and it's a scalable business.
When you have drastic changes on the top line, either your margins expand or your margins get affected. It doesn't really change the nature of the business model for core search.
On the cloud question, or especially the self-services for customers, are you referring the Nuomi product offering or are you referring to our Open Cloud business?
The Open Cloud business.
Okay.
Right.
Yeah. I got you.
Sorry.
Yeah. We just formally launched that a couple of weeks ago, and the adoption rate has been very encouraging. We have signed up quite a number of very large established customers to work with us. Because we've been doing the cloud technology for many, many years, it was just designed to satisfy our internal needs. Now we decide to open it up and provide our best technology, including cloud services, big data, and AI-related technology to outside customers. We are very confident that this will become a huge business going forward, and customers do trust Baidu as the technology leader in internet-related services.
Thanks very much.
Thank you. The next question comes from Karen Chan from Jefferies. Please ask your question, Karen.
Thank you for taking my question. My first question here is, wondering if management can give some color on how the initial ad budget plan from customers coming along related to the Olympics going into the third quarter. My second question is wondering if management can share with us some update on the location-based search advertising uptick by O2O merchants. Thank you.
What's the first question?
Initial ad budget.
For Olympics, we did get some ad budget from the larger customers. Overall, it's not that meaningful for the quarter because, during the Olympics, the traffic mix will change. The percentage of traffic that has commercial value actually could decrease during that period. We do not think Olympic is a significant event for Baidu. On the location-based customers or advertisers, we are still exploring that. In certain industries, the results have been very good. In other industries, maybe the customers are still learning how to use our system or maybe their industry are just not that suitable for advertising on Nuomi and on Baidu. We are working on those industry by industry to find out their ROI and to find out if they need additional help or additional tools to really take advantage of our traffic and user base.
Thank you.
Operator, we'll take the last three questions now.
Thank you. The next question comes from Wendy Huang from Macquarie. Please ask your question.
My question is mainly on the cost side. You mentioned that you will continue to invest and understand you will keep that RMB 20 billion on the SG&A budget. On the R&D side, given your recent ramp up on the AI and machine learning, how should we expect that to change? I also want to get some clarification on the business tax rates that you mentioned in the prepared remarks. You said it will increase by 3 percentage points starting September 1. Given my understanding, that 3 percentage points charges actually came effective in 2013. Does that mean that previously Baidu hasn't paid anything on your revenue about that tax? Thank you.
For SG&A expenses, I mentioned that you typically have a plan at the beginning of the year, and as you execute, we have another review of whether it makes sense for us to incur those expenses. We operate that within a very disciplined measure. I also said that we have the first year in the past, and I do not expect a significant sizable step-up for SG&A expenses in the second quarter, just given what we have learned in that process. For R&D expenses, I think, Wendy mentioned about artificial intelligence and all the different applications we're experimenting. Just from a technology investment standpoint, we have been consistently investing in R&D resources and talents, and that will continue to be the case going forward. For business taxes, yes, the new rule will come into effect September 1.
For the existing revenue portfolio, we do have a portion of the revenue that we pay business tax. Majority of our business is advertising, online advertising business, we do anticipate that a big majority of our revenue will be subject to this tax.
Net net roughly, I said about 3%, because there is a component of VAT in there. The VAT depends on the netting, the net off component during the quarter, it can vary a bit. Roughly, I think our business would be subject to the business tax.
Next question, please.
Thank you. The next question is from Ella Ji from China Renaissance. Please ask your question, Ella.
Yeah. Back to the search. I'm just curious about where do your customers going to spend their unused ad budget? Do you think they will spend it elsewhere, or do you think they will probably save it and spend it later? Also, what can Baidu do to continue to kind of save this money within your Baidu realm and keep your market share unchanged?
We do not think the budget spent elsewhere necessarily competes with Baidu advertising budget or Baidu revenue. I have repeatedly said that the search business is very much traffic bound. The more traffic you have, the more budget you will be able to attract simply because the ROI for search is so much better than anything else. As long as we can provide the best user experience, as long as our users stay with us, search more on Baidu, we will be able to get back those budgets sooner or later. That's our focus.
Thank you. The final question for today comes to Mr. Eric Wen from Blue Lotus. Eric Wen, please ask your final question.
Hi. Good morning, Jennifer, Robin, and Sharon. Thanks for taking my questions. My question is, although your CTR is being impacted by the regulation, I think your CPC should move up now that those who click on your advertising links are really those hardcore advertising customers. Do you observe such trend of CPC improvement, and what is your measure that you will start to improve CPC going forward? My second question is that recent acquisitions by Alibaba, JD.com, and Meituan Dianping has shown a consolidation of the takeout business with online grocery under one logistics system. I just wonder what measures does Baidu Nuomi plan to take to increase its economic scale to quickly reach a breakeven point? Thanks.
On the CPC, like I mentioned earlier during the call, actually it's lower than before because the paid search model is pretty much based on bidding. When you have less customers, the bidding is not that intense, so the CPC will be lower than before. We do expect that over time it will come back and may become even higher than before. Takeout delivery or industry consolidation in O2O, I think, first of all, we will continue to work hard to make sure that our operation is more efficient than others, than the competition. We use a very technology-oriented approach to improve the delivery time, the accuracy, the service quality of takeout delivery. From [F&I's] point of view, it's doing very well. From a subsidy point of view, it really depends on the very dynamic landscape.
I think right now we are very well positioned to take advantage of the current competitive landscape.
Thanks very much.
Ladies and gentlemen, thank you for your participation in today's conference call. This concludes the presentation. You may now disconnect. Good day, and thank you.