Prompt Engineering

Global Prompt Engineering Market to Reach US$1.7 Billion by 2030

The global market for Prompt Engineering estimated at US$332.4 Million in the year 2024, is expected to reach US$1.7 Billion by 2030, growing at a CAGR of 30.6% over the analysis period 2024-2030. Prompt Engineering Software, one of the segments analyzed in the report, is expected to record a 28.0% CAGR and reach US$1.0 Billion by the end of the analysis period. Growth in the Prompt Engineering Services segment is estimated at 35.9% CAGR over the analysis period.

The U.S. Market is Estimated at US$87.4 Million While China is Forecast to Grow at 29.2% CAGR

The Prompt Engineering market in the U.S. is estimated at US$87.4 Million in the year 2024. China, the world`s second largest economy, is forecast to reach a projected market size of US$250.2 Million by the year 2030 trailing a CAGR of 29.2% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 27.6% and 26.7% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 21.5% CAGR.

Global Prompt Engineering Market – Key Trends & Drivers Summarized

How Is Prompt Engineering Shaping the Future of AI Interactions?

Prompt engineering has become a critical discipline in artificial intelligence (AI), optimizing the way humans interact with large language models (LLMs) such as OpenAI’s GPT, Google’s Bard, and Meta’s Llama. As AI models become increasingly sophisticated, the ability to craft precise and structured prompts determines the quality, accuracy, and contextual relevance of generated responses. Businesses are leveraging prompt engineering to enhance AI-powered chatbots, content generation tools, and customer service automation, improving user experience and operational efficiency. In sectors such as healthcare, finance, and e-commerce, prompt engineering is enabling more nuanced AI interactions, allowing models to deliver specialized insights, generate code, and automate decision-making. The rise of generative AI applications has also spurred demand for professional prompt engineers, as organizations seek to optimize AI outputs for maximum accuracy and effectiveness. As AI continues to evolve, mastering prompt engineering will be essential for unlocking the full potential of large-scale language models and driving innovation across industries.

What Challenges Are Limiting the Effectiveness of Prompt Engineering?

Despite its growing significance, prompt engineering faces several challenges that impact the consistency and reliability of AI-generated responses. One of the key issues is the inherent unpredictability of large language models, which may produce biased, incorrect, or misleading outputs even with carefully designed prompts. Ensuring AI-generated content aligns with ethical guidelines and factual accuracy requires continuous iteration and validation, adding complexity to prompt design. Additionally, prompt engineering requires a deep understanding of natural language processing (NLP) principles, limiting accessibility for non-technical users who lack AI expertise. The rapidly evolving nature of AI models also necessitates frequent updates to prompt strategies, as new versions of LLMs may interpret queries differently. Privacy and security concerns further complicate prompt engineering, as AI interactions often involve sensitive user data. Addressing these challenges requires ongoing research, standardized prompt frameworks, and greater transparency in AI model behavior to enhance reliability and trust in AI-generated content.

How Are AI Optimization and Automated Prompting Enhancing Large Language Models?

Advancements in AI optimization and automated prompting are revolutionizing the field of prompt engineering, improving efficiency, accuracy, and adaptability. AI-driven prompt generation tools are being developed to refine and optimize prompts dynamically, ensuring more precise responses without manual intervention. Reinforcement learning with human feedback (RLHF) is further enhancing AI models by training them on high-quality prompts and responses, reducing bias and increasing contextual awareness. The integration of few-shot and zero-shot learning techniques is also enabling AI systems to process complex queries with minimal examples, improving adaptability across different domains. Additionally, organizations are experimenting with chain-of-thought prompting, where multi-step reasoning techniques are used to guide AI models toward logical conclusions. The rise of multimodal AI, which incorporates text, images, and voice inputs, is expanding the scope of prompt engineering, allowing for more interactive and intuitive AI experiences. As these innovations continue, prompt engineering will play a crucial role in refining AI interactions and unlocking new applications for language models in various industries.

What Is Driving the Growth of the Prompt Engineering Market?

The growth in the prompt engineering market is driven by several factors, including the rapid adoption of generative AI, increasing reliance on AI-driven automation, and advancements in natural language understanding. Businesses are investing in prompt engineering to maximize the efficiency of AI-powered applications, from virtual assistants and automated content generation to coding assistants and enterprise knowledge management systems. The expansion of AI-driven search engines and recommendation algorithms has further fueled demand for optimized prompts that deliver highly relevant, context-aware responses. Additionally, the growing importance of ethical AI and content moderation is prompting organizations to refine prompt engineering techniques to minimize misinformation and bias in AI outputs. The rise of AI-powered education and training platforms is also contributing to market expansion, as institutions integrate prompt engineering to enhance personalized learning experiences. As AI models become more sophisticated and embedded across industries, prompt engineering is expected to witness sustained growth, driving the evolution of intelligent, human-like AI interactions in the digital age.

SCOPE OF STUDY:

The report analyzes the Prompt Engineering market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:
Component Type (Prompt Engineering Software, Prompt Engineering Services); Technique Type (n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique, Other Techniques); Application (Content Generation Application, Conversational AI Application, Recommendation Systems Application, Software Development Application, Other Applications); End-Use (BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use, Other End-Uses)

Geographic Regions/Countries:
World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 47 Featured) -
  • A3Logics
  • AIPRM
  • Amazon Web Services, Inc.
  • Cohere
  • Curved Stone Limited
  • Dataiku
  • DataRobot
  • Google LLC
  • Hugging Face
  • IBM Corporation
  • Meta Platforms, Inc.
  • OpenAI
  • Prompt Genie
  • PromptBase
  • PromptHero
  • Promptitude
  • PromptLeo (DynaPictures GmbH)
  • PROMPTMETHEUS
  • Salesforce, Inc.
  • Vocify Inc. dba Vellum
AI INTEGRATIONS
We`re transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR
Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

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I. METHODOLOGY
II. EXECUTIVE SUMMARY
1. MARKET OVERVIEW
Influencer Market Insights
Tariff Impact on Global Supply Chain Patterns
Prompt Engineering – Global Key Competitors Percentage Market Share in 2025 (E)
Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
2. FOCUS ON SELECT PLAYERS
3. MARKET TRENDS & DRIVERS
Rising Adoption of Generative AI in Business Workflows Throws the Spotlight on Prompt Engineering as a Strategic Capability
Growth in Language Model Fine-Tuning and Customization Drives Demand for Domain-Specific Prompt Crafting Expertise
Expansion of Multimodal AI Applications Strengthens Business Case for Context-Aware Prompt Engineering Techniques
Increased Investment in AI-First Product Development Spurs Demand for Human-in-the-Loop Prompt Optimization Models
Emergence of Prompt Engineering as a Formal Discipline Accelerates Curriculum Development and Talent Upskilling
Proliferation of OpenAI, Anthropic, Cohere, and Open-Source Models Expands Competitive Landscape for Prompt Design Innovation
Integration of Prompt Engineering in AI-Powered Search, Chatbots, and Automation Tools Drives Market Diversification
Growth in Use of Prompt Templates and Reusable Frameworks Enhances Developer Productivity and Output Consistency
Advancements in Prompt Evaluation Metrics and Toolkits Propel Development of Standardized Prompt Testing Protocols
Surging Need for Ethical and Bias-Aware Prompting Drives Inclusion of Guardrails and Moderation Layers in AI Prompts
Increased Use of Prompt Chaining and Agent-Based Architectures Generates Complex Multi-Step Prompting Opportunities
Expansion of Developer Ecosystems Around Large Language Models (LLMs) Spurs Open Collaboration and Prompt Marketplace Growth
Shift Toward Low-Code and No-Code AI Platforms Strengthens Demand for Intuitive Prompt Interfaces and Guidance Systems
Focus on Business Logic Embedding in Prompts Enhances Integration of Prompt Engineering with Enterprise Applications
Rising Deployment of AI Co-Pilots in Software Development, Education, and Healthcare Drives Contextual Prompting Use Cases
Challenges in Prompt Robustness and Generalizability Create Demand for Iterative Testing and Optimization Platforms
Growing Importance of Prompt Security and Injection Prevention Drives Research in Safe Prompt Construction Techniques
Emergence of Prompt Engineering-as-a-Service (PEaaS) Models Fuels Growth in Professional Services and Consulting Segments
Surge in Demand for Personalized Content Generation and AI-Augmented Creativity Expands Consumer-Facing Prompt Applications
Regulatory Attention to AI Transparency and Explainability Strengthens Role of Prompt Documentation and Auditing Tools
Proliferation of Multilingual and Culturally Sensitive Prompts Expands Global Market Reach and Localization Opportunities
Rapid Advancements in Open-Source Prompt Libraries and Community-Driven Prompt Repositories Support Democratization of Access
4. GLOBAL MARKET PERSPECTIVE
TABLE 1: World Prompt Engineering Market Analysis of Annual Sales in US$ Thousand for Years 2015 through 2030
TABLE 2: World Recent Past, Current & Future Analysis for Prompt Engineering by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 3: World 6-Year Perspective for Prompt Engineering by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
TABLE 4: World Recent Past, Current & Future Analysis for Prompt Engineering Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 5: World 6-Year Perspective for Prompt Engineering Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 6: World Recent Past, Current & Future Analysis for Prompt Engineering Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 7: World 6-Year Perspective for Prompt Engineering Services by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 8: World Recent Past, Current & Future Analysis for Software Development Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 9: World 6-Year Perspective for Software Development Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 10: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 11: World 6-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 12: World Recent Past, Current & Future Analysis for Content Generation Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 13: World 6-Year Perspective for Content Generation Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 14: World Recent Past, Current & Future Analysis for Conversational AI Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 15: World 6-Year Perspective for Conversational AI Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 16: World Recent Past, Current & Future Analysis for Recommendation Systems Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 17: World 6-Year Perspective for Recommendation Systems Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 18: World Recent Past, Current & Future Analysis for BFSI End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 19: World 6-Year Perspective for BFSI End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 20: World Recent Past, Current & Future Analysis for Healthcare End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 21: World 6-Year Perspective for Healthcare End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 22: World Recent Past, Current & Future Analysis for Automotive & Transportation End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 23: World 6-Year Perspective for Automotive & Transportation End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 24: World Recent Past, Current & Future Analysis for Media & Entertainment End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 25: World 6-Year Perspective for Media & Entertainment End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 26: World Recent Past, Current & Future Analysis for Retail End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 27: World 6-Year Perspective for Retail End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 28: World Recent Past, Current & Future Analysis for IT & Telecommunication End-Use by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 29: World 6-Year Perspective for IT & Telecommunication End-Use by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 30: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 31: World 6-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 32: World Recent Past, Current & Future Analysis for n-Shot Prompting Technique by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 33: World 6-Year Perspective for n-Shot Prompting Technique by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 34: World Recent Past, Current & Future Analysis for Generated Knowledge Prompting Technique by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 35: World 6-Year Perspective for Generated Knowledge Prompting Technique by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 36: World Recent Past, Current & Future Analysis for Chain-of-Thought Prompting Technique by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 37: World 6-Year Perspective for Chain-of-Thought Prompting Technique by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
TABLE 38: World Recent Past, Current & Future Analysis for Other Techniques by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 39: World 6-Year Perspective for Other Techniques by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
III. MARKET ANALYSIS
UNITED STATES
Prompt Engineering Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
TABLE 40: USA Recent Past, Current & Future Analysis for Prompt Engineering by Component Type - Prompt Engineering Software and Prompt Engineering Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 41: USA 6-Year Perspective for Prompt Engineering by Component Type - Percentage Breakdown of Value Sales for Prompt Engineering Software and Prompt Engineering Services for the Years 2025 & 2030
TABLE 42: USA Recent Past, Current & Future Analysis for Prompt Engineering by Application - Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 43: USA 6-Year Perspective for Prompt Engineering by Application - Percentage Breakdown of Value Sales for Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application for the Years 2025 & 2030
TABLE 44: USA Recent Past, Current & Future Analysis for Prompt Engineering by End-Use - BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 45: USA 6-Year Perspective for Prompt Engineering by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses for the Years 2025 & 2030
TABLE 46: USA Recent Past, Current & Future Analysis for Prompt Engineering by Technique Type - n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 47: USA 6-Year Perspective for Prompt Engineering by Technique Type - Percentage Breakdown of Value Sales for n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques for the Years 2025 & 2030
CANADA
TABLE 48: Canada Recent Past, Current & Future Analysis for Prompt Engineering by Component Type - Prompt Engineering Software and Prompt Engineering Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 49: Canada 6-Year Perspective for Prompt Engineering by Component Type - Percentage Breakdown of Value Sales for Prompt Engineering Software and Prompt Engineering Services for the Years 2025 & 2030
TABLE 50: Canada Recent Past, Current & Future Analysis for Prompt Engineering by Application - Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 51: Canada 6-Year Perspective for Prompt Engineering by Application - Percentage Breakdown of Value Sales for Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application for the Years 2025 & 2030
TABLE 52: Canada Recent Past, Current & Future Analysis for Prompt Engineering by End-Use - BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 53: Canada 6-Year Perspective for Prompt Engineering by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses for the Years 2025 & 2030
TABLE 54: Canada Recent Past, Current & Future Analysis for Prompt Engineering by Technique Type - n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 55: Canada 6-Year Perspective for Prompt Engineering by Technique Type - Percentage Breakdown of Value Sales for n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques for the Years 2025 & 2030
JAPAN
Prompt Engineering Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
TABLE 56: Japan Recent Past, Current & Future Analysis for Prompt Engineering by Component Type - Prompt Engineering Software and Prompt Engineering Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 57: Japan 6-Year Perspective for Prompt Engineering by Component Type - Percentage Breakdown of Value Sales for Prompt Engineering Software and Prompt Engineering Services for the Years 2025 & 2030
TABLE 58: Japan Recent Past, Current & Future Analysis for Prompt Engineering by Application - Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 59: Japan 6-Year Perspective for Prompt Engineering by Application - Percentage Breakdown of Value Sales for Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application for the Years 2025 & 2030
TABLE 60: Japan Recent Past, Current & Future Analysis for Prompt Engineering by End-Use - BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 61: Japan 6-Year Perspective for Prompt Engineering by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses for the Years 2025 & 2030
TABLE 62: Japan Recent Past, Current & Future Analysis for Prompt Engineering by Technique Type - n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 63: Japan 6-Year Perspective for Prompt Engineering by Technique Type - Percentage Breakdown of Value Sales for n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques for the Years 2025 & 2030
CHINA
Prompt Engineering Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
TABLE 64: China Recent Past, Current & Future Analysis for Prompt Engineering by Component Type - Prompt Engineering Software and Prompt Engineering Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 65: China 6-Year Perspective for Prompt Engineering by Component Type - Percentage Breakdown of Value Sales for Prompt Engineering Software and Prompt Engineering Services for the Years 2025 & 2030
TABLE 66: China Recent Past, Current & Future Analysis for Prompt Engineering by Application - Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 67: China 6-Year Perspective for Prompt Engineering by Application - Percentage Breakdown of Value Sales for Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application for the Years 2025 & 2030
TABLE 68: China Recent Past, Current & Future Analysis for Prompt Engineering by End-Use - BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 69: China 6-Year Perspective for Prompt Engineering by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses for the Years 2025 & 2030
TABLE 70: China Recent Past, Current & Future Analysis for Prompt Engineering by Technique Type - n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 71: China 6-Year Perspective for Prompt Engineering by Technique Type - Percentage Breakdown of Value Sales for n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques for the Years 2025 & 2030
EUROPE
Prompt Engineering Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
TABLE 72: Europe Recent Past, Current & Future Analysis for Prompt Engineering by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
TABLE 73: Europe 6-Year Perspective for Prompt Engineering by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
TABLE 74: Europe Recent Past, Current & Future Analysis for Prompt Engineering by Component Type - Prompt Engineering Software and Prompt Engineering Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 75: Europe 6-Year Perspective for Prompt Engineering by Component Type - Percentage Breakdown of Value Sales for Prompt Engineering Software and Prompt Engineering Services for the Years 2025 & 2030
TABLE 76: Europe Recent Past, Current & Future Analysis for Prompt Engineering by Application - Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 77: Europe 6-Year Perspective for Prompt Engineering by Application - Percentage Breakdown of Value Sales for Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application for the Years 2025 & 2030
TABLE 78: Europe Recent Past, Current & Future Analysis for Prompt Engineering by End-Use - BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 79: Europe 6-Year Perspective for Prompt Engineering by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses for the Years 2025 & 2030
TABLE 80: Europe Recent Past, Current & Future Analysis for Prompt Engineering by Technique Type - n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 81: Europe 6-Year Perspective for Prompt Engineering by Technique Type - Percentage Breakdown of Value Sales for n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques for the Years 2025 & 2030
FRANCE
Prompt Engineering Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
TABLE 82: France Recent Past, Current & Future Analysis for Prompt Engineering by Component Type - Prompt Engineering Software and Prompt Engineering Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 83: France 6-Year Perspective for Prompt Engineering by Component Type - Percentage Breakdown of Value Sales for Prompt Engineering Software and Prompt Engineering Services for the Years 2025 & 2030
TABLE 84: France Recent Past, Current & Future Analysis for Prompt Engineering by Application - Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 85: France 6-Year Perspective for Prompt Engineering by Application - Percentage Breakdown of Value Sales for Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application for the Years 2025 & 2030
TABLE 86: France Recent Past, Current & Future Analysis for Prompt Engineering by End-Use - BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 87: France 6-Year Perspective for Prompt Engineering by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses for the Years 2025 & 2030
TABLE 88: France Recent Past, Current & Future Analysis for Prompt Engineering by Technique Type - n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 89: France 6-Year Perspective for Prompt Engineering by Technique Type - Percentage Breakdown of Value Sales for n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques for the Years 2025 & 2030
GERMANY
Prompt Engineering Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
TABLE 90: Germany Recent Past, Current & Future Analysis for Prompt Engineering by Component Type - Prompt Engineering Software and Prompt Engineering Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 91: Germany 6-Year Perspective for Prompt Engineering by Component Type - Percentage Breakdown of Value Sales for Prompt Engineering Software and Prompt Engineering Services for the Years 2025 & 2030
TABLE 92: Germany Recent Past, Current & Future Analysis for Prompt Engineering by Application - Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 93: Germany 6-Year Perspective for Prompt Engineering by Application - Percentage Breakdown of Value Sales for Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application for the Years 2025 & 2030
TABLE 94: Germany Recent Past, Current & Future Analysis for Prompt Engineering by End-Use - BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 95: Germany 6-Year Perspective for Prompt Engineering by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses for the Years 2025 & 2030
TABLE 96: Germany Recent Past, Current & Future Analysis for Prompt Engineering by Technique Type - n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 97: Germany 6-Year Perspective for Prompt Engineering by Technique Type - Percentage Breakdown of Value Sales for n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques for the Years 2025 & 2030
ITALY
TABLE 98: Italy Recent Past, Current & Future Analysis for Prompt Engineering by Component Type - Prompt Engineering Software and Prompt Engineering Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 99: Italy 6-Year Perspective for Prompt Engineering by Component Type - Percentage Breakdown of Value Sales for Prompt Engineering Software and Prompt Engineering Services for the Years 2025 & 2030
TABLE 100: Italy Recent Past, Current & Future Analysis for Prompt Engineering by Application - Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 101: Italy 6-Year Perspective for Prompt Engineering by Application - Percentage Breakdown of Value Sales for Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application for the Years 2025 & 2030
TABLE 102: Italy Recent Past, Current & Future Analysis for Prompt Engineering by End-Use - BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 103: Italy 6-Year Perspective for Prompt Engineering by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses for the Years 2025 & 2030
TABLE 104: Italy Recent Past, Current & Future Analysis for Prompt Engineering by Technique Type - n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 105: Italy 6-Year Perspective for Prompt Engineering by Technique Type - Percentage Breakdown of Value Sales for n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques for the Years 2025 & 2030
UNITED KINGDOM
Prompt Engineering Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
TABLE 106: UK Recent Past, Current & Future Analysis for Prompt Engineering by Component Type - Prompt Engineering Software and Prompt Engineering Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 107: UK 6-Year Perspective for Prompt Engineering by Component Type - Percentage Breakdown of Value Sales for Prompt Engineering Software and Prompt Engineering Services for the Years 2025 & 2030
TABLE 108: UK Recent Past, Current & Future Analysis for Prompt Engineering by Application - Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 109: UK 6-Year Perspective for Prompt Engineering by Application - Percentage Breakdown of Value Sales for Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application for the Years 2025 & 2030
TABLE 110: UK Recent Past, Current & Future Analysis for Prompt Engineering by End-Use - BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 111: UK 6-Year Perspective for Prompt Engineering by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses for the Years 2025 & 2030
TABLE 112: UK Recent Past, Current & Future Analysis for Prompt Engineering by Technique Type - n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 113: UK 6-Year Perspective for Prompt Engineering by Technique Type - Percentage Breakdown of Value Sales for n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques for the Years 2025 & 2030
REST OF EUROPE
TABLE 114: Rest of Europe Recent Past, Current & Future Analysis for Prompt Engineering by Component Type - Prompt Engineering Software and Prompt Engineering Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 115: Rest of Europe 6-Year Perspective for Prompt Engineering by Component Type - Percentage Breakdown of Value Sales for Prompt Engineering Software and Prompt Engineering Services for the Years 2025 & 2030
TABLE 116: Rest of Europe Recent Past, Current & Future Analysis for Prompt Engineering by Application - Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 117: Rest of Europe 6-Year Perspective for Prompt Engineering by Application - Percentage Breakdown of Value Sales for Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application for the Years 2025 & 2030
TABLE 118: Rest of Europe Recent Past, Current & Future Analysis for Prompt Engineering by End-Use - BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 119: Rest of Europe 6-Year Perspective for Prompt Engineering by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses for the Years 2025 & 2030
TABLE 120: Rest of Europe Recent Past, Current & Future Analysis for Prompt Engineering by Technique Type - n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 121: Rest of Europe 6-Year Perspective for Prompt Engineering by Technique Type - Percentage Breakdown of Value Sales for n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques for the Years 2025 & 2030
ASIA-PACIFIC
Prompt Engineering Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
TABLE 122: Asia-Pacific Recent Past, Current & Future Analysis for Prompt Engineering by Component Type - Prompt Engineering Software and Prompt Engineering Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 123: Asia-Pacific 6-Year Perspective for Prompt Engineering by Component Type - Percentage Breakdown of Value Sales for Prompt Engineering Software and Prompt Engineering Services for the Years 2025 & 2030
TABLE 124: Asia-Pacific Recent Past, Current & Future Analysis for Prompt Engineering by Application - Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 125: Asia-Pacific 6-Year Perspective for Prompt Engineering by Application - Percentage Breakdown of Value Sales for Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application for the Years 2025 & 2030
TABLE 126: Asia-Pacific Recent Past, Current & Future Analysis for Prompt Engineering by End-Use - BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 127: Asia-Pacific 6-Year Perspective for Prompt Engineering by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses for the Years 2025 & 2030
TABLE 128: Asia-Pacific Recent Past, Current & Future Analysis for Prompt Engineering by Technique Type - n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 129: Asia-Pacific 6-Year Perspective for Prompt Engineering by Technique Type - Percentage Breakdown of Value Sales for n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques for the Years 2025 & 2030
REST OF WORLD
TABLE 130: Rest of World Recent Past, Current & Future Analysis for Prompt Engineering by Component Type - Prompt Engineering Software and Prompt Engineering Services - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 131: Rest of World 6-Year Perspective for Prompt Engineering by Component Type - Percentage Breakdown of Value Sales for Prompt Engineering Software and Prompt Engineering Services for the Years 2025 & 2030
TABLE 132: Rest of World Recent Past, Current & Future Analysis for Prompt Engineering by Application - Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 133: Rest of World 6-Year Perspective for Prompt Engineering by Application - Percentage Breakdown of Value Sales for Software Development Application, Other Applications, Content Generation Application, Conversational AI Application and Recommendation Systems Application for the Years 2025 & 2030
TABLE 134: Rest of World Recent Past, Current & Future Analysis for Prompt Engineering by End-Use - BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 135: Rest of World 6-Year Perspective for Prompt Engineering by End-Use - Percentage Breakdown of Value Sales for BFSI End-Use, Healthcare End-Use, Automotive & Transportation End-Use, Media & Entertainment End-Use, Retail End-Use, IT & Telecommunication End-Use and Other End-Uses for the Years 2025 & 2030
TABLE 136: Rest of World Recent Past, Current & Future Analysis for Prompt Engineering by Technique Type - n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
TABLE 137: Rest of World 6-Year Perspective for Prompt Engineering by Technique Type - Percentage Breakdown of Value Sales for n-Shot Prompting Technique, Generated Knowledge Prompting Technique, Chain-of-Thought Prompting Technique and Other Techniques for the Years 2025 & 2030
IV. COMPETITION

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