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Industry Research
Text Data Labeling Industry Research Report 2026
Market perspective
The global Text Data Labeling market was valued at US$ million in 2025 and is projected to reach US$ million by 2032, implying a CAGR of % over 2026–2032.
North America: the Text Data Labeling market is projected to increase from US$ million in 2026 to US$ million by 2032, reflecting a CAGR of % over 2026–2032. Europe: the Text Data Labeling market is projected to rise from US$ million in 2026 to US$ million by 2032, registering a CAGR of % over 2026–2032. Asia Pacific: the Text Data Labeling market is expected to grow from US$ million in 2026 to US$ million by 2032, at a CAGR of % over 2026–2032. Leading global service providers of Text Data Labeling include Uber Technology Inc, Appen, BasicFinder, DataTurks, Cloud Factory Limited, Deep Systems, Cogito Tech, Labelbox and Scale Labs, among others; in 2025, the top three vendors together accounted for approximately % of global revenue.
Report Scope
Read the full market overview
This report quantifies the global Text Data Labeling market in terms of revenue (US$ million) and, where applicable, service volume (k units), using 2024 as the base year and providing annual historical and forecast data for 2021–2032.
It standardizes definitions of service Types and end-use Applications, harmonizes provider attribution, and delivers comparable time series by company, Type, Application, and region or country, including indicative price bands (US$/k units) and concentration ratios (CR5/CR10). Outputs are intended to support service design, budgeting, capacity planning, and benchmarking for providers, platforms, channel partners, and investors; the report also reviews technology shifts and notable service innovations relevant to Text Data Labeling.
Key Companies & Market Share Insights
This section profiles leading service providers with 2021–2025 results and a 2026–2032 outlook—covering revenue, market share, price bands, service portfolio and client mix, regional and channel mix, and key developments (M&A, network expansion, certifications). It also provides global revenue, average price, and—where applicable—volume metrics by provider, and calculates CR5/CR10 and rank changes to support comparative benchmarking.
Text Data Labeling Market by Company
Uber Technology Inc
Appen
BasicFinder
DataTurks
Cloud Factory Limited
Deep Systems
Cogito Tech
Labelbox
Scale Labs
Shaip
Mindy Support
Infolks
Text Data Labeling Segment by Type
Online Data Labeling
Offline Data Labeling
Text Data Labeling Segment by Application
IT
Automotive
Healthcare
Financial
Others
Text Data Labeling Segment by Region
North America
United States
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Spain
Russia
Netherlands
Nordic Countries
Asia-Pacific
China
Japan
South Korea
India
Australia
Taiwan
Southeast Asia
South America
Brazil
Argentina
Chile
Middle East & Africa
Saudi Arabia
Israel
United Arab Emirates
Turkey
Iran
Egypt
Key Drivers & Barriers
High-impact rendering factors and drivers have been studied in this report to aid the readers to understand the general development. Moreover, the report includes restraints and challenges that may act as stumbling blocks on the way of the players. This will assist the users to be attentive and make informed decisions related to business. Specialists have also laid their focus on the upcoming business prospects.
Reasons to Buy This Report
1. This report will help the readers to understand the competition within the industries and strategies for the competitive environment to enhance the potential profit. The report also focuses on the competitive landscape of the global Text Data Labeling market, and introduces in detail the market share, industry ranking, competitor ecosystem, market performance, new product development, operation situation, expansion, and acquisition. etc. of the main players, which helps the readers to identify the main competitors and deeply understand the competition pattern of the market.
2. This report will help stakeholders to understand the global industry status and trends of Text Data Labeling and provides them with information on key market drivers, restraints, challenges, and opportunities.
3. This report will help stakeholders to understand competitors better and gain more insights to strengthen their position in their businesses. The competitive landscape section includes the market share and rank (in volume and value), competitor ecosystem, new product development, expansion, and acquisition.
4. This report stays updated with novel technology integration, features, and the latest developments in the market
5. This report helps stakeholders to gain insights into which regions to target globally
6. This report helps stakeholders to gain insights into the end-user perception concerning the adoption of Text Data Labeling.
7. This report helps stakeholders to identify some of the key players in the market and understand their valuable contribution.
Chapter Outline
Chapter 1: Research objectives, research methods, data sources, data cross-validation;
Chapter 2: Introduces the report scope of the report, executive summary of different market segments (product type, application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 3: Provides the analysis of various market segments product types, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 4: Provides the analysis of various market segments application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 5: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 6: Detailed analysis of Text Data Labeling companies’ competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 7, 8, 9, 10, 11: North America, Europe, Asia Pacific, South America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 12: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including revenue, gross margin, product introduction, recent development, etc.
Chapter 13: The main points and conclusions of the report.
More report detail
Tables and figures
Scope & coverage.
Types
- Online Data Labeling
- Offline Data Labeling
Applications
- IT
- Automotive
- Healthcare
- Financial
- Others
Companies covered
- Uber Technology Inc
- Appen
- BasicFinder
- DataTurks
- Cloud Factory Limited
- Deep Systems
- Cogito Tech
- Labelbox
- Scale Labs
- Shaip
- Mindy Support
- Infolks
Inside the report.
1 Preface
- 1.1 Scope of Report
- 1.2 Reasons for Doing This Study
- 1.3 Research Methodology
- 1.4 Research Process
- 1.5 Data Source
- 1.5.1 Secondary Sources
- 1.5.2 Primary Sources
2 Market Overview
- 2.1 Product Definition
- 2.2 Text Data Labeling by Type
- 2.2.1 Market Value Comparison by Type (2021 VS 2025 VS 2032)
- 2.2.2 Online Data Labeling
- 2.2.3 Offline Data Labeling
- 2.3 Text Data Labeling by Application
- 2.3.1 Market Value Comparison by Application (2021 VS 2025 VS 2032)
- 2.3.2 IT
- 2.3.3 Automotive
- 2.3.4 Healthcare
- 2.3.5 Financial
- 2.3.6 Others
- 2.4 Assumptions and Limitations
3 Text Data Labeling Breakdown Data by Type
- 3.1 Global Text Data Labeling Historic Market Size by Type (2021-2026)
- 3.2 Global Text Data Labeling Forecasted Market Size by Type (2027-2032)
4 Text Data Labeling Breakdown Data by Application
- 4.1 Global Text Data Labeling Historic Market Size by Application (2021-2026)
- 4.2 Global Text Data Labeling Forecasted Market Size by Application (2027-2032)
5 Global Growth Trends
- 5.1 Global Text Data Labeling Market Perspective (2021-2032)
- 5.2 Global Text Data Labeling Growth Trends by Region
- 5.2.1 Global Text Data Labeling Market Size by Region: 2021 VS 2025 VS 2032
- 5.2.2 Text Data Labeling Historic Market Size by Region (2021-2026)
- 5.2.3 Text Data Labeling Forecasted Market Size by Region (2027-2032)
- 5.3 Text Data Labeling Market Dynamics
- 5.3.1 Text Data Labeling Industry Trends
- 5.3.2 Text Data Labeling Market Drivers
- 5.3.3 Text Data Labeling Market Challenges
- 5.3.4 Text Data Labeling Market Restraints
6 Market Competitive Landscape by Players
- 6.1 Global Top Text Data Labeling Players by Revenue
- 6.1.1 Global Top Text Data Labeling Players by Revenue (2021-2026)
- 6.1.2 Global Text Data Labeling Revenue Market Share by Players (2021-2026)
- 6.2 Global Text Data Labeling Industry Players Ranking, 2023 VS 2024 VS 2025
- 6.3 Global Key Players of Text Data Labeling Head Office and Area Served
- 6.4 Global Text Data Labeling Players, Product Type & Application
- 6.5 Global Text Data Labeling Manufacturers Established Date
- 6.6 Global Text Data Labeling Market CR5 and HHI
- 6.7 Global Players Mergers & Acquisition
7 North America
- 7.1 North America Text Data Labeling Market Size (2021-2032)
- 7.2 North America Text Data Labeling Market Growth Rate by Country: 2021 VS 2025 VS 2032
- 7.3 North America Text Data Labeling Market Size by Country (2021-2026)
- 7.4 North America Text Data Labeling Market Size by Country (2027-2032)
- 7.5 United States
- 7.5 United States
- 7.6 Canada
- 7.7 Mexico
8 Europe
- 8.1 Europe Text Data Labeling Market Size (2021-2032)
- 8.2 Europe Text Data Labeling Market Growth Rate by Country: 2021 VS 2025 VS 2032
- 8.3 Europe Text Data Labeling Market Size by Country (2021-2026)
- 8.4 Europe Text Data Labeling Market Size by Country (2027-2032)
- 8.5 Germany
- 8.6 France
- 8.7 U.K.
- 8.8 Italy
- 8.9 Spain
- 8.10 Russia
- 8.11 Netherlands
- 8.12 Nordic Countries
9 Asia-Pacific
- 9.1 Asia-Pacific Text Data Labeling Market Size (2021-2032)
- 9.2 Asia-Pacific Text Data Labeling Market Growth Rate by Country: 2021 VS 2025 VS 2032
- 9.3 Asia-Pacific Text Data Labeling Market Size by Country (2021-2026)
- 9.4 Asia-Pacific Text Data Labeling Market Size by Country (2027-2032)
- 9.5 China
- 9.6 Japan
- 9.7 South Korea
- 9.8 India
- 9.9 Australia
- 9.10 China Taiwan
- 9.11 Southeast Asia
10 South America
- 10.1 South America Text Data Labeling Market Size (2021-2032)
- 10.2 South America Text Data Labeling Market Growth Rate by Country: 2021 VS 2025 VS 2032
- 10.3 South America Text Data Labeling Market Size by Country (2021-2026)
- 10.4 South America Text Data Labeling Market Size by Country (2027-2032)
- 10.5 Brazil
- 10.6 Argentina
- 10.7 Chile
- 10.8 Colombia
- 10.9 Peru
11 Middle East & Africa
- 11.1 Middle East & Africa Text Data Labeling Market Size (2021-2032)
- 11.2 Middle East & Africa Text Data Labeling Market Growth Rate by Country: 2021 VS 2025 VS 2032
- 11.3 Middle East & Africa Text Data Labeling Market Size by Country (2021-2026)
- 11.4 Middle East & Africa Text Data Labeling Market Size by Country (2027-2032)
- 11.5 Saudi Arabia
- 11.6 Israel
- 11.7 United Arab Emirates
- 11.8 Turkey
- 11.9 Iran
- 11.10 Egypt
12 Players Profiled
- 12.1 Uber Technology Inc
- 12.1.1 Uber Technology Inc Company Information
- 12.1.2 Uber Technology Inc Business Overview
- 12.1.3 Uber Technology Inc Revenue in Text Data Labeling Business (2021-2026)
- 12.1.4 Uber Technology Inc Text Data Labeling Product Portfolio
- 12.1.5 Uber Technology Inc Recent Developments
- 12.2 Appen
- 12.2.1 Appen Company Information
- 12.2.2 Appen Business Overview
- 12.2.3 Appen Revenue in Text Data Labeling Business (2021-2026)
- 12.2.4 Appen Text Data Labeling Product Portfolio
- 12.2.5 Appen Recent Developments
- 12.3 BasicFinder
- 12.3.1 BasicFinder Company Information
- 12.3.2 BasicFinder Business Overview
- 12.3.3 BasicFinder Revenue in Text Data Labeling Business (2021-2026)
- 12.3.4 BasicFinder Text Data Labeling Product Portfolio
- 12.3.5 BasicFinder Recent Developments
- 12.4 DataTurks
- 12.4.1 DataTurks Company Information
- 12.4.2 DataTurks Business Overview
- 12.4.3 DataTurks Revenue in Text Data Labeling Business (2021-2026)
- 12.4.4 DataTurks Text Data Labeling Product Portfolio
- 12.4.5 DataTurks Recent Developments
- 12.5 Cloud Factory Limited
- 12.5.1 Cloud Factory Limited Company Information
- 12.5.2 Cloud Factory Limited Business Overview
- 12.5.3 Cloud Factory Limited Revenue in Text Data Labeling Business (2021-2026)
- 12.5.4 Cloud Factory Limited Text Data Labeling Product Portfolio
- 12.5.5 Cloud Factory Limited Recent Developments
- 12.6 Deep Systems
- 12.6.1 Deep Systems Company Information
- 12.6.2 Deep Systems Business Overview
- 12.6.3 Deep Systems Revenue in Text Data Labeling Business (2021-2026)
- 12.6.4 Deep Systems Text Data Labeling Product Portfolio
- 12.6.5 Deep Systems Recent Developments
- 12.7 Cogito Tech
- 12.7.1 Cogito Tech Company Information
- 12.7.2 Cogito Tech Business Overview
- 12.7.3 Cogito Tech Revenue in Text Data Labeling Business (2021-2026)
- 12.7.4 Cogito Tech Text Data Labeling Product Portfolio
- 12.7.5 Cogito Tech Recent Developments
- 12.8 Labelbox
- 12.8.1 Labelbox Company Information
- 12.8.2 Labelbox Business Overview
- 12.8.3 Labelbox Revenue in Text Data Labeling Business (2021-2026)
- 12.8.4 Labelbox Text Data Labeling Product Portfolio
- 12.8.5 Labelbox Recent Developments
- 12.9 Scale Labs
- 12.9.1 Scale Labs Company Information
- 12.9.2 Scale Labs Business Overview
- 12.9.3 Scale Labs Revenue in Text Data Labeling Business (2021-2026)
- 12.9.4 Scale Labs Text Data Labeling Product Portfolio
- 12.9.5 Scale Labs Recent Developments
- 12.10 Shaip
- 12.10.1 Shaip Company Information
- 12.10.2 Shaip Business Overview
- 12.10.3 Shaip Revenue in Text Data Labeling Business (2021-2026)
- 12.10.4 Shaip Text Data Labeling Product Portfolio
- 12.10.5 Shaip Recent Developments
- 12.11 Mindy Support
- 12.11.1 Mindy Support Company Information
- 12.11.2 Mindy Support Business Overview
- 12.11.3 Mindy Support Revenue in Text Data Labeling Business (2021-2026)
- 12.11.4 Mindy Support Text Data Labeling Product Portfolio
- 12.11.5 Mindy Support Recent Developments
- 12.12 Infolks
- 12.12.1 Infolks Company Information
- 12.12.2 Infolks Business Overview
- 12.12.3 Infolks Revenue in Text Data Labeling Business (2021-2026)
- 12.12.4 Infolks Text Data Labeling Product Portfolio
- 12.12.5 Infolks Recent Developments
13 Report Conclusion
14 Disclaimer
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