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字节跳动研究报告:以智能算法为驱动的互联网新巨头.pdf
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字节跳动研究报告:以智能算法为驱动的互联网新巨头.pdf
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字节跳动
核心观点:
1、公司概况:(1)组织架构:为 APP 工厂而设的流水作业架构。字
节跳动主要包括技术部、商业化部和用户增长部(User growth)这三个核
心职能部门。(2)AI Lab 专注人工智能研发。字节跳动于 2016 年成立人
工智能实验(AI Lab)室,由曾任微软亚洲研究院常务副院长马维英任负
责人并担任公司副总裁。(3)融资状况:Pre-IPO 轮估值超 750 亿美元,
阿里系首参股。
2、产品矩阵:(1)资讯产品矩阵:算法编辑+智能分发,打开互联网
流量新入口。今日头条 APP,2018 年日活和月活用户仅次于腾讯新闻,
2018 年 12 月月活跃用户达到 1.65 亿。(2)差异化定位+智能算法+精细
化运作,成就短视频赛道霸主地位。2018 年 12 月抖音月活跃用户达 2.3
亿,反超快手的月活用户数。(3)其它业务布局:多元化发展,推动流量
变现。上线多闪,试水视频社交。教育、游戏、金融多元化布局。(4)海
外布局:以技术为内核,从 0 到 1,把握海外互联网红利。“自产+收购+
投资”三路齐驱,成功复制国内产品矩阵,初尝海外佳绩。在资讯分发和
短视频领域,国内互联网红利基本见顶,智能手机渗透率也将近饱和,而
海外市场移动互联网市场存在诸多机遇。
3、盈利模式:两大核心产品盈利模式成熟,但海外盈利面临挑战。
2016 及 2017 年,字节跳动产品广告收入分别约为 60 亿元和 150 亿元。
据悉,2019 年的广告营收目标为 1000 亿元。
4、投资布局:注重文娱投资,快速布局教育行业。字节跳动投资领域
横跨文娱、社交、企业服务、教育培训、金融、电子商务,自 2015 年起,
投资/并购事件超过 50 次。通过投资,公司提升了在文娱领域的话语权,
并在成功进入教育行业。
5、挑战与机遇:
挑战篇(1)资讯分发和短视频行业增速放缓,增量或成难题;(2)版
权和监管问题成隐患(3)内容靠补贴聚集,无法形成孵化和培育内容的平
台;(4)算法和团队优势,在 BAT 面前不能构成壁垒;(5)头条系广告效
果存疑。
机遇篇(1)5G 和 AI 等新技术落地,视频社交可期;(2)海外移动互
联网蓝海待开发;( 3)“AI+”行业应用前景广阔。
公
公
司
研
究
报
告
艾媒报告中心用户186****3895专享 尊重版权,严禁篡改、转售等侵权行为
1
Core point of view
Company Profile: (1) The bytedance mainly includes three core functions: the technical
department, the commercialization department, and the user growth department (User growth). (2) AI
Lab focuses on artificial intelligence research and development. In bytedance, an artificial intelligence
experiment (AI Lab) room was established in 2016. Mr. Ma Weiying, former vice president of Microsoft
Research Asia, was appointed as the company's vice president. (3) The Pre-IPO round has a valuation of
over US$75 billion, and Ali is the first to participate.
Product matrix: (1) Information product matrix: algorithm editing + intelligent distribution,
open a new entry for Internet traffic. Today's headline APP, in 2018, the daily and monthly users are
second only to Tencent News, and in December 2018, the monthly active users reached 165 million. (2)
Differentiated positioning + intelligent algorithm + refined operation, achieving the dominance of short
video track. In December 2018, the number of active users of the vibrating month reached 230 million,
and the number of monthly users who surpassed the fast hand. (3) Other business layout: Diversified
development, promoting the realization of traffic. Flashing on the line, test the water video social.
Diversified layout of education, games and finance. (4) Overseas layout: The “self-production +
acquisition + investment”three-way drive, successfully replicated the domestic product matrix, and first
tasted overseas success. In the field of information distribution and short video, the domestic Internet
dividend has basically peaked, and the penetration rate of smartphones is also near saturation. There
are many opportunities in the mobile Internet market in overseas markets.
Profit model: The profit models of the two core products are mature, but overseas earnings
are facing challenges. In 2016 and 2017, the advertising revenue of byte-beating products was
approximately RMB 6 billion and RMB 15 billion, respectively. It is reported that the advertising revenue
target for 2019 is 100 billion yuan.
Investment layout: focus on cultural and entertainment investment and quickly lay out the
education industry. The byte-hopping investment sector spans entertainment, social, corporate services,
education and training, finance, and e-commerce. Since 2015, investment/mergers have occurred more
than 50 times. Through investment, the company has improved its voice in the field of entertainment
and has successfully entered the education industry.
Challenges:(1) Information distribution and short video industry growth slowdown,
incremental or difficult problems; (2) copyright and regulatory issues become hidden dangers (3)
content depends on subsidies, can not form a platform to incubate and cultivate content; (4) Algorithms
and team advantages, can not constitute a barrier in front of BAT; (5) headlines are suspicious of
advertising effects.
Opportunities: (1) 5G and AI and other new technologies will be launched, and video
socialization will be possible; (2) Overseas mobile Internet Blue Ocean will be developed; (3)
“AI+”industry has broad application prospects.
艾媒报告中心用户186****3895专享 尊重版权,严禁篡改、转售等侵权行为
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........................................................................................................................... 5
........................................................................................................................... 5
........................................................................................................................... 6
........................................................................................................................... 6
APP ........................................................... 8
1.1 APP ..................................................... 8
1.2 AI Lab .................................................................. 9
1.3 Pre-IPO 750 .............................. 10
+ ............................... 11
2.1 + ............................. 11
2.1.1 ................................................................ 11
2.1.2 ............................................ 12
2.1.2 .................................................................... 15
2.2 + +
..................................................................................................................................... 17
2.2.1 3 .................................... 17
2.2.2 .................................................... 18
2.2.3 .................................................... 22
2.3 ................................................... 23
2.3.1 ............................................................................ 23
2.3.2 .................................................................... 24
艾媒报告中心用户186****3895专享 尊重版权,严禁篡改、转售等侵权行为
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2.4 0 1 .................................................... 25
2.4.1 + +
......................................................................................................... 25
2.4.2 ................ 26
..................... 27
................................................. 29
4.1 ........................................................................................................... 31
4.2 ........................................................................................................... 32
4.3 .............................................................................. 32
............................................................................................................. 33
5.1 ................................................................................................................... 33
5.1.1 .................................... 33
5.1.2 IP ....................................... 33
5.1.3 ............................... 34
5.1.4 BAT ............................................ 35
5.1.5 .................................................................... 36
5.2 ................................................................................................................... 36
5.2.1 5G AI ..................................................... 36
5.2.2 ....................................................................... 37
5.2.3“AI+ .............................................................................. 37
艾媒报告中心用户186****3895专享 尊重版权,严禁篡改、转售等侵权行为
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1 APP ................................................................ 11
2 APP ............................................... 12
3 APP ....... 12
4 APP ................................................... 16
5 ........................................................... 17
6 ................................... 18
7 ................................................................... 23
8 ........................................................................................... 28
9 2015-2019 ....................................... 29
10 “ ” ........................................................................... 32
11 2016-2020 ............................................ 33
1 ......................................................................... 8
2 ................................................................................... 10
3 3 ............................................................... 17
4 ................................................................... 26
5 ........................................................................... 29
艾媒报告中心用户186****3895专享 尊重版权,严禁篡改、转售等侵权行为
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