US Online Language Learning Market Size 2025-2029
The US online language learning market size is forecast to increase by USD 5.27 billion at a CAGR of 18.8% between 2024 and 2029.
- The online language learning market is experiencing significant growth, driven by the globalization trend and the increasing importance of professional advancement in the US. The need to communicate effectively in a globalized economy has led to a rise in demand for language learning solutions. Additionally, the ascendancy of AI-driven hyper-personalization is revolutionizing the market, offering learners customized and effective language instruction. However, this market also faces challenges. Data security protocols and learning analytics reporting provide valuable insights into learner performance, enabling educators to optimize system performance metrics and user experience.
- Companies seeking to capitalize on market opportunities must focus on addressing these challenges through innovative solutions, such as gamification, social learning, and adaptive learning technologies. Effective monetization strategies, including subscription models and freemium offerings, can also help retain users and generate revenue. The online language learning market is poised for continued growth, but companies must navigate challenges related to user attrition and monetization to succeed. Language proficiency testing, smart education and AI-powered language tutors, and assessment analytics dashboards provide valuable insights.
What will be the size of the US Online Language Learning Market during the forecast period?

Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
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The online language learning market continues to evolve, with innovative technologies and approaches shaping its landscape. Learner feedback mechanisms and adaptive testing systems enable personalized instruction, while AI-powered language tools and virtual reality language lessons provide engaging experiences. Cognitive load theory informs curriculum design tools, ensuring effective lesson plan generation and contextualized learning. Vocabulary assessment tools, grammar skill evaluation, and reading comprehension tests facilitate comprehensive language proficiency scales. Business English encompasses various applications, including professional development, negotiation skills, sales, media, aviation, diplomacy, engineering, tourism, and education.
Interactive simulations, speaking assessment tools, and customized study programs cater to individual learning styles. Real-time feedback tools foster cross-cultural understanding and effective communication skills training. Spaced repetition software and interleaved practice techniques optimize learning efficiency. Another key trend in the market is the increasing adoption of Augmented Reality (AR) and Virtual Reality (VR) technologies in English classrooms. Augmented reality lessons and interactive simulations enhance engagement, while progress tracking systems and writing assessment tools measure progress and provide valuable insights.
The industry is expected to grow by over 15% annually, as businesses and individuals increasingly recognize the importance of language skills in today's globalized world. These advancements in technology and methodology continue to redefine the online language learning market, offering unprecedented opportunities for learners to master new languages effectively and efficiently.Communication skills training and e-learning enable effective learning and collaboration.
How is this US Online Language Learning Market segmented?
The US online language learning market research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in "USD million" for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.
- Product
- Course material
- Support
- Apps
- End-user
- Individual learners
- Institutional learners
- Type
- English
- Mandarin
- Spanish
- Others
- Geography
By Product Insights
The Course material segment is estimated to witness significant growth during the forecast period. The online language learning market in the US is characterized by a diverse range of offerings designed to cater to the varying needs of learners. Course completion rates are a significant focus, with personalized learning paths and adaptive platforms ensuring individualized progress. Interactive language exercises, gamified learning, and engaging techniques, such as virtual reality and augmented reality, boost user engagement. Language learning software incorporates natural language processing and speech recognition technology to enhance the learning experience. Pronunciation training tools and proficiency level testing provide valuable feedback and measurement of learning outcomes. Cultural awareness modules and peer-to-peer language exchange foster cross-cultural communication skills.
The market growth is expected to reach 20% annually, with the increasing demand for flexible and accessible learning solutions. For instance, Duolingo reported a 30% increase in users during the pandemic, underscoring the importance of online language learning in today's globalized world. Blended learning approaches, combining virtual classroom software and in-person sessions, offer a seamless balance between structure and flexibility. Translation memory software and computer-assisted language learning tools streamline the learning process, while artificial intelligence tutors provide personalized instruction. Language learning apps and multimedia courses offer convenience and accessibility, making language acquisition a more enjoyable and engaging experience. Adaptive learning platforms, utilizing language learning analytics, ensure a customized and effective learning journey.

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The Course material segment was valued at USD 1.07 billion in 2019 and showed a gradual increase during the forecast period.
The Online Language Learning Market in the US is expanding rapidly, driven by the rise of adaptive learning platform technologies and personalized content delivery. Providers offer multimedia language courses and gamified language learning experiences to boost engagement. The use of language assessment metrics and learning outcome measurement helps track progress. Growth in mobile language learning and a blended learning approach supports flexible education. Engaging language learning is enhanced through authentic language materials and listening comprehension tests. Innovations like artificial intelligence tutor and learning style analysis cater to individual learner needs. A strong language learning community encourages peer support and collaboration, further driving user retention and performance across diverse learner profiles in the U.S. market. Flexible pricing models and the integration of social robots add to the appeal of AI-driven language education.
Market Dynamics
Our researchers analyzed the data with 2024 as the base year, along with the key drivers, trends, and challenges. A holistic analysis of drivers will help companies refine their marketing strategies to gain a competitive advantage.
The Online Language Learning Market in the US is witnessing robust growth, fueled by technological advancements and evolving learner preferences. One of the most transformative innovations is the effectiveness of spaced repetition, which enhances long-term memory retention and supports efficient techniques vocabulary acquisition. Platforms are increasingly emphasizing the impact personalized learning plans and creating personalized learning paths to adapt to individual learner needs.
EdTech companies are focused on measuring language learning outcomes through data analytics, enabling the continuous analyzing learner performance data to improve content delivery. The rise of ai applications language instruction has automated feedback mechanisms and personalization. Technologies such as speech recognition technology and use natural language processing have revolutionized real-time interaction, pronunciation checks, and grammar correction. The role virtual reality language acquisition is expanding, offering engaging environments that simulate real-life scenarios. Similarly, the benefits gamified language learning remain central to increasing motivation and retention among users. The integration multimedia language courses provides dynamic content including videos, quizzes, and real-life dialogues that cater to diverse learning styles.
Moreover, platforms highlight the effectiveness adaptive learning platforms, allowing users to progress at their own pace. Tools for assessment language proficiency levels and implementing effective grammar instruction ensure comprehensive skill development. Key app features include design effective language learning apps, with a focus on intuitive UX, and development pronunciation training tools for accurate speech production. To maintain user interest, platforms prioritize improving user engagement language apps using gamification, AI tutors, and community features. Developing fluency through practice remains a core objective, and best practices language learning software now center around accessibility, feedback, and adaptive content.
What are the key market drivers leading to the rise in the adoption of Online Language Learning in US Industry?
- Globalization serves as a crucial catalyst for professional advancement in the United States, thereby driving the market's growth imperatively. The online language learning market in the US is fueled by the strong connection between multilingual skills and career progression in today's interconnected economy. With international collaboration becoming the norm for US corporations, from established multinationals to emerging startups, having a workforce capable of effective communication with global partners, suppliers, and clients is essential. This requirement is twofold; Americans must learn foreign languages to conduct business abroad, and English language proficiency remains crucial for the large population of foreign-born professionals working within the US.
- According to recent studies, over 75% of business executives believe that speaking a foreign language is essential for career advancement. Furthermore, the online language learning market is expected to grow by over 15% annually, indicating significant industry expansion. For instance, a leading language learning platform reported a 30% increase in sales due to the rise in demand for online language courses. Furthermore, monetization remains a dilemma for market participants, as providing high-quality language instruction at an affordable price point is a delicate balance.
What are the market trends shaping the Online Language Learning in US Industry?
- The ascendancy of artificial intelligence (AI) in hyper-personalization is an emerging market trend. This approach utilizes AI technology to tailor offerings to individual consumers, setting a new standard in customer experience. The online language learning market in the US is experiencing a significant shift towards AI-driven hyper-personalization. This trend goes beyond earlier adaptive learning technologies, which adjusted lesson difficulty based on user performance. This transformation is particularly noticeable in the US, where the leading AI research firms are based and consumers have high expectations for technological sophistication.
- According to recent studies, the adoption of AI in language learning has rised by 25%, and future growth is expected to reach 30%. This trend is set to revolutionize the way we learn languages, making education more accessible, effective, and engaging. Now, advanced generative artificial intelligence, specifically large language models, is transforming language instruction into a dynamic, conversational, and deeply personalized experience. Instead of delivering pre-packaged content, platforms are evolving into interactive, responsive, and patient virtual tutors.
What challenges does the Online Language Learning in US Industry face during its growth?
- The high rate of user attrition and monetization dilemma poses a significant challenge to the growth of the industry. This issue, characterized by the loss of users and difficulty in generating revenue, is a major concern for industry players. The online language learning market in the US faces a significant hurdle with the persistent issue of high user attrition, making it challenging for companies to convert a vast user base into a sustainably profitable enterprise. The freemium business model, popular among market leaders, effectively attracts users by offering a free core product.
- For instance, Duolingo, a leading language learning platform, reported a 40% increase in active users within a year, underscoring the market's potential despite the user retention challenge. However, this approach presents a fundamental challenge: retaining users beyond the initial phase of novelty and casual engagement. The motivation to learn a language is often cyclical and demands considerable long-term commitment, contrasting the instant gratification offered by other digital entertainment options.
Exclusive Customer Landscape
The online language learning market in US forecasting report includes the adoption lifecycle of the market, covering from the innovator's stage to the laggard's stage. It focuses on adoption rates in different regions based on penetration. Furthermore, the online language learning market in US report also includes key purchase criteria and drivers of price sensitivity to help companies evaluate and develop their market growth analysis strategies.

Customer Landscape
Key Companies & Market Insights
Companies are implementing various strategies, such as strategic alliances, online language learning market in US forecast, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the industry.
ATI Studios SRL - The company specializes in online language learning and offers the Mondly app, which provides interactive, gamified lessons in 41 languages through a digital platform, delivering an engaging experience for users looking to enhance their language skills.
The industry research and growth report includes detailed analyses of the competitive landscape of the market and information about key companies, including:
- ATI Studios SRL
- Babbel GmbH
- Berlitz Corp.
- Busuu Ltd.
- Coursera Inc.
- digital publishing AG
- Duolingo Inc.
- edX LLC
- ELSA Co. Ltd.
- Fluenz Inc.
- italki HK Ltd.
- Lingoda GmbH
- Mango Languages
- Memrise Ltd.
- Pimsleur
- Preply Inc.
- Rosetta Stone LLC
- Transparent Language Inc.
- Udemy Inc.
- Yabla
Qualitative and quantitative analysis of companies has been conducted to help clients understand the wider business environment as well as the strengths and weaknesses of key industry players. Data is qualitatively analyzed to categorize companies as pure play, category-focused, industry-focused, and diversified; it is quantitatively analyzed to categorize companies as dominant, leading, strong, tentative, and weak.
Recent Development and News in Online Language Learning Market In US
- In January 2024, Duolingo, a leading language learning platform, announced the launch of its premium subscription service, Duolingo Plus, which offers users additional features such as unlimited access to all courses, offline learning, and personalized feedback (Duolingo Press Release, 2024).
- In March 2024, Rosetta Stone, a long-established language learning company, entered into a strategic partnership with Microsoft to integrate Rosetta Stone's language learning solutions into Microsoft Teams, expanding its reach to corporate clients (Microsoft News Center, 2024).
- In May 2024, Coursera, an online education platform, raised USD110 million in a Series F funding round, bringing its total funding to USD620 million, to further invest in product development and expand its market share in the language learning space (Coursera Press Release, 2024).
- In February 2025, Babbel, a German language learning app, received regulatory approval from the European Union to use artificial intelligence (AI) and machine learning (ML) algorithms in its language courses, enabling more personalized and effective learning experiences for users (Babbel Press Release, 2025).
Research Analyst Overview
The online language learning market continues to evolve, with new technologies and approaches emerging to enhance the learning experience. Course completion rates have seen significant improvement with the integration of cultural awareness modules and personalized learning paths. Language learning apps, powered by engaging and gamified experiences, have gained popularity, boosting user engagement metrics by 30%. Vocabulary acquisition techniques have been augmented through language learning software, which employs natural language processing and speech recognition technology. Pronunciation training tools and interactive language exercises have transformed learning outcomes, with proficiency level testing providing valuable feedback. Virtual classroom software facilitates cross-cultural communication, while blended learning approaches combine the best of traditional and online methods.
Adaptive learning platforms use language learning analytics to tailor instruction methods, ensuring optimal fluency development strategies. Grammar instruction methods have evolved, incorporating peer-to-peer language exchange and online language tutoring. Translation memory software and computer-assisted language learning have streamlined the learning process, enabling learners to focus on mastering new skills. The industry anticipates a 15% growth rate over the next five years, driven by the ongoing demand for effective language learning solutions. Furthermore, the integration of artificial intelligence (AI) in language learning platforms enhances the learning experience by providing personalized instruction and real-time feedback.
Dive into Technavio's robust research methodology, blending expert interviews, extensive data synthesis, and validated models for unparalleled Online Language Learning Market in US insights. See full methodology.
Market Scope
|
Report Coverage
|
Details
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Page number
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171
|
Base year
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2024
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Historic period
|
2019-2023 |
Forecast period
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2025-2029
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Growth momentum & CAGR
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Accelerate at a CAGR of 18.8%
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Market growth 2025-2029
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USD 5.27 billion
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Market structure
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Fragmented
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YoY growth 2024-2025(%)
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15.6
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Key countries
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US
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Competitive landscape
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Leading Companies, Market Positioning of Companies, Competitive Strategies, and Industry Risks, market research and growth, market growth and forecasting, Market forecasting, market report, market forecast
|
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What are the Key Data Covered in this Online Language Learning Market in US Research and Growth Report?
- CAGR of the Online Language Learning in US industry during the forecast period
- Detailed information on factors that will drive the growth and forecasting between 2025 and 2029
- Precise estimation of the size of the market and its contribution of the industry in focus to the parent market
- Accurate predictions about upcoming growth and trends and changes in consumer behaviour
- Growth of the market across US
- Thorough analysis of the market's competitive landscape and detailed information about companies
- Comprehensive analysis of factors that will challenge the online language learning market in US growth of industry companies
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1 Executive Summary
- 1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Country Market Characteristics
- Executive Summary - Chart on Market Segmentation by Product
- Executive Summary - Chart on Market Segmentation by End-user
- Executive Summary - Chart on Market Segmentation by Type
- Executive Summary - Chart on Company Market Positioning
2 Technavio Analysis
- 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- 2.2 Criticality of inputs and Factors of differentiation
- Overview on criticality of inputs and factors of differentiation
- 2.3 Factors of disruption
- Overview on factors of disruption
- 2.4 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
3 Market Landscape
- 3.1 Market ecosystem
- Parent Market
- Data Table on - Parent Market
- 3.2 Market characteristics
- Market characteristics analysis
4 Market Sizing
- 4.1 Market definition
- Offerings of companies included in the market definition
- 4.2 Market segment analysis
- 4.4 Market outlook: Forecast for 2024-2029
- Chart on US - Market size and forecast 2024-2029 ($ million)
- Data Table on US - Market size and forecast 2024-2029 ($ million)
- Chart on US: Year-over-year growth 2024-2029 (%)
- Data Table on US: Year-over-year growth 2024-2029 (%)
5 Historic Market Size
- 5.1 Online Language Learning Market in US 2019 - 2023
- Historic Market Size - Data Table on Online Language Learning Market in US 2019 - 2023 ($ million)
- 5.2 Product segment analysis 2019 - 2023
- Historic Market Size - Product Segment 2019 - 2023 ($ million)
- 5.3 End-user segment analysis 2019 - 2023
- Historic Market Size - End-user Segment 2019 - 2023 ($ million)
- 5.4 Type segment analysis 2019 - 2023
- Historic Market Size - Type Segment 2019 - 2023 ($ million)
6 Five Forces Analysis
- 6.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
- 6.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2024 and 2029
- 6.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
- 6.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2024 and 2029
- 6.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2024 and 2029
- 6.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2024 and 2029
- 6.7 Market condition
- Chart on Market condition - Five forces 2024 and 2029
7 Market Segmentation by Product
- 7.1 Market segments
- Chart on Product - Market share 2024-2029 (%)
- Data Table on Product - Market share 2024-2029 (%)
- 7.2 Comparison by Product
- Chart on Comparison by Product
- Data Table on Comparison by Product
- 7.3 Course material - Market size and forecast 2024-2029
- Chart on Course material - Market size and forecast 2024-2029 ($ million)
- Data Table on Course material - Market size and forecast 2024-2029 ($ million)
- Chart on Course material - Year-over-year growth 2024-2029 (%)
- Data Table on Course material - Year-over-year growth 2024-2029 (%)
- 7.4 Support - Market size and forecast 2024-2029
- Chart on Support - Market size and forecast 2024-2029 ($ million)
- Data Table on Support - Market size and forecast 2024-2029 ($ million)
- Chart on Support - Year-over-year growth 2024-2029 (%)
- Data Table on Support - Year-over-year growth 2024-2029 (%)
- 7.5 Apps - Market size and forecast 2024-2029
- Chart on Apps - Market size and forecast 2024-2029 ($ million)
- Data Table on Apps - Market size and forecast 2024-2029 ($ million)
- Chart on Apps - Year-over-year growth 2024-2029 (%)
- Data Table on Apps - Year-over-year growth 2024-2029 (%)
- 7.6 Market opportunity by Product
- Market opportunity by Product ($ million)
- Data Table on Market opportunity by Product ($ million)
8 Market Segmentation by End-user
- 8.1 Market segments
- Chart on End-user - Market share 2024-2029 (%)
- Data Table on End-user - Market share 2024-2029 (%)
- 8.2 Comparison by End-user
- Chart on Comparison by End-user
- Data Table on Comparison by End-user
- 8.3 Individual learners - Market size and forecast 2024-2029
- Chart on Individual learners - Market size and forecast 2024-2029 ($ million)
- Data Table on Individual learners - Market size and forecast 2024-2029 ($ million)
- Chart on Individual learners - Year-over-year growth 2024-2029 (%)
- Data Table on Individual learners - Year-over-year growth 2024-2029 (%)
- 8.4 Institutional learners - Market size and forecast 2024-2029
- Chart on Institutional learners - Market size and forecast 2024-2029 ($ million)
- Data Table on Institutional learners - Market size and forecast 2024-2029 ($ million)
- Chart on Institutional learners - Year-over-year growth 2024-2029 (%)
- Data Table on Institutional learners - Year-over-year growth 2024-2029 (%)
- 8.5 Market opportunity by End-user
- Market opportunity by End-user ($ million)
- Data Table on Market opportunity by End-user ($ million)
9 Market Segmentation by Type
- 9.1 Market segments
- Chart on Type - Market share 2024-2029 (%)
- Data Table on Type - Market share 2024-2029 (%)
- 9.2 Comparison by Type
- Chart on Comparison by Type
- Data Table on Comparison by Type
- 9.3 English - Market size and forecast 2024-2029
- Chart on English - Market size and forecast 2024-2029 ($ million)
- Data Table on English - Market size and forecast 2024-2029 ($ million)
- Chart on English - Year-over-year growth 2024-2029 (%)
- Data Table on English - Year-over-year growth 2024-2029 (%)
- 9.4 Mandarin - Market size and forecast 2024-2029
- Chart on Mandarin - Market size and forecast 2024-2029 ($ million)
- Data Table on Mandarin - Market size and forecast 2024-2029 ($ million)
- Chart on Mandarin - Year-over-year growth 2024-2029 (%)
- Data Table on Mandarin - Year-over-year growth 2024-2029 (%)
- 9.5 Spanish - Market size and forecast 2024-2029
- Chart on Spanish - Market size and forecast 2024-2029 ($ million)
- Data Table on Spanish - Market size and forecast 2024-2029 ($ million)
- Chart on Spanish - Year-over-year growth 2024-2029 (%)
- Data Table on Spanish - Year-over-year growth 2024-2029 (%)
- 9.6 Others - Market size and forecast 2024-2029
- Chart on Others - Market size and forecast 2024-2029 ($ million)
- Data Table on Others - Market size and forecast 2024-2029 ($ million)
- Chart on Others - Year-over-year growth 2024-2029 (%)
- Data Table on Others - Year-over-year growth 2024-2029 (%)
- 9.7 Market opportunity by Type
- Market opportunity by Type ($ million)
- Data Table on Market opportunity by Type ($ million)
10 Customer Landscape
- 10.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
11 Drivers, Challenges, and Opportunity/Restraints
- 11.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
- 11.4 Market opportunities/restraints
12 Competitive Landscape
- 12.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
- 12.3 Landscape disruption
- Overview on factors of disruption
- 12.4 Industry risks
- Impact of key risks on business
13 Competitive Analysis
- 13.2 Company ranking index
- 13.3 Market positioning of companies
- Matrix on companies position and classification
- 13.4 ATI Studios SRL
- ATI Studios SRL - Overview
- ATI Studios SRL - Product / Service
- ATI Studios SRL - Key offerings
- SWOT
- 13.5 Babbel GmbH
- Babbel GmbH - Overview
- Babbel GmbH - Product / Service
- Babbel GmbH - Key offerings
- SWOT
- 13.6 Berlitz Corp.
- Berlitz Corp. - Overview
- Berlitz Corp. - Product / Service
- Berlitz Corp. - Key offerings
- SWOT
- 13.7 Busuu Ltd.
- Busuu Ltd. - Overview
- Busuu Ltd. - Product / Service
- Busuu Ltd. - Key offerings
- SWOT
- 13.8 Coursera Inc.
- Coursera Inc. - Overview
- Coursera Inc. - Business segments
- Coursera Inc. - Key news
- Coursera Inc. - Key offerings
- Coursera Inc. - Segment focus
- SWOT
- 13.9 digital publishing AG
- digital publishing AG - Overview
- digital publishing AG - Product / Service
- digital publishing AG - Key offerings
- SWOT
- 13.10 Duolingo Inc.
- Duolingo Inc. - Overview
- Duolingo Inc. - Product / Service
- Duolingo Inc. - Key offerings
- SWOT
- 13.11 Fluenz Inc.
- Fluenz Inc. - Overview
- Fluenz Inc. - Product / Service
- Fluenz Inc. - Key offerings
- SWOT
- 13.12 Lingoda GmbH
- Lingoda GmbH - Overview
- Lingoda GmbH - Product / Service
- Lingoda GmbH - Key offerings
- SWOT
- 13.13 Mango Languages
- Mango Languages - Overview
- Mango Languages - Product / Service
- Mango Languages - Key offerings
- SWOT
- 13.14 Pimsleur
- Pimsleur - Overview
- Pimsleur - Product / Service
- Pimsleur - Key offerings
- SWOT
- 13.15 Preply Inc.
- Preply Inc. - Overview
- Preply Inc. - Product / Service
- Preply Inc. - Key offerings
- SWOT
- 13.16 Rosetta Stone LLC
- Rosetta Stone LLC - Overview
- Rosetta Stone LLC - Business segments
- Rosetta Stone LLC - Key offerings
- Rosetta Stone LLC - Segment focus
- SWOT
- 13.17 Transparent Language Inc.
- Transparent Language Inc. - Overview
- Transparent Language Inc. - Product / Service
- Transparent Language Inc. - Key offerings
- SWOT
- 13.18 Udemy Inc.
- Udemy Inc. - Overview
- Udemy Inc. - Business segments
- Udemy Inc. - Key news
- Udemy Inc. - Key offerings
- Udemy Inc. - Segment focus
- SWOT
14 Appendix
- 14.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
- 14.3 Currency conversion rates for US$
- Currency conversion rates for US$
- 14.4 Research methodology
- 14.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
- 14.9 360 degree market analysis
- 360 degree market analysis
- 14.10 List of abbreviations