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プロンプトエンジニアリングの市場規模、シェア、動向分析レポート:コンポーネント別(ソフトウェア、サービス)、手法別(nショット、知識生成)、用途別、産業別、地域別、セグメント別予測、2024年~2030年


Prompt Engineering Market Size, Share & Trends Analysis Report By Component (Software, Services), By Technique (n-Shot, Generated Knowledge), By Application, By Industry, By Region, And Segment Forecasts, 2024 - 2030

プロンプトエンジニアリング市場の成長と動向 Grand View Research, Inc.の最新レポートによると、プロンプトエンジニアリングの世界市場規模は2024年から2030年にかけて年平均成長率32.8%を記録し、2030年に... もっと見る

 

 

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サマリー

プロンプトエンジニアリング市場の成長と動向

Grand View Research, Inc.の最新レポートによると、プロンプトエンジニアリングの世界市場規模は2024年から2030年にかけて年平均成長率32.8%を記録し、2030年には20億6000万米ドルに達すると予測されている。市場成長は、産業界におけるジェネレーティブ人工知能(AI)などの先進技術の採用拡大などの要因によって推進されている。プロンプトは、ChatGPT、Bard、大規模言語モデルメタAI(LLaMA)などのAIモデルから応答を引き出すために使用される。プロンプトエンジニアリングは、AIモデルがユーザーの入力を理解する能力を最大化するためにプロンプトを開発し、微調整するプロセスです。

プロンプトエンジニアリングは、AIモデルの性能向上、有害で偏った回答の削減、ユーザーエクスペリエンスの向上、予測可能性と制御性の向上など、多くのメリットをもたらします。よく練られたプロンプトは、AIモデルが特定のタスクの側面に集中するよう導くことができ、攻撃的または不適切な回答の可能性を低減します。同様に、目的の結果を生成するためによく練られたプロンプトでモデルを誘導することで、モデルの応答はより予測可能で一貫したものになります。このような利点により、プロンプトエンジニアに対する需要が高まり、統合開発環境(IDE)やマーケットプレイスで入手可能なプロンプトなどのプロンプトエンジニアリングソフトウェアソリューションの採用が増加している。これらのソフトウェアツールは、より優れたプロンプト管理を提供し、一般にサブスクリプション価格モデルで利用できる。

AI技術への投資の拡大は、同市場に大きな成長機会をもたらしそうだ。米商務省国際貿易局によると、2021年の世界のAI資金調達額は668億米ドルに達し、AI事業を展開する65社の評価額は10億米ドルを超えた。米国を拠点とするプロンプト・マーケットプレイスであるAIPRMによると、米国政府は2019年から2023年の間に約3,280億米ドルを投資した。同様に、シンガポール、中国、カナダ、インドといった国々の政府もAIに多額の投資を行っている。AI研究分野の進歩は、AIモデルを最適化するためのプロンプトエンジニアリングの需要拡大につながる可能性がある。

プロンプトエンジニアリング市場レポートハイライト

- コンポーネント別では、ソフトウェア分野が予測期間中に最も速いCAGRを記録する見込みである。このセグメントの成長は、プロンプトエンジニアリングソフトウェアソリューションを提供する新しい企業による高度な技術革新に起因する

- 技術に基づくと、nショットプロンプティングセグメントが2023年に市場を支配した。このセグメントの成長は、多くの情報を提供することなくAIモデルから迅速に応答を生成するこの技術の能力によってもたらされる。

- 業種別では、BFSIセグメントが予測期間中に最も速いCAGRを記録する見込みであり、これはBFSI企業によるAIや機械学習(ML)などの先進技術の採用が拡大していることによる。

- 北米は、米国およびカナダ政府によるAIへの高額の投資が原動力となり、2023年の市場を支配した。さらに、多数のAI新興企業や市場プレイヤーの存在が同地域の市場成長を促進している。

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目次

Table of Contents

Chapter 1. Methodology and Scope
1.1. Market Segmentation and Scope
1.2. Market Definitions
1.3. Research Methodology
1.3.1. Information Procurement
1.3.2. Information or Data Analysis
1.3.3. Market Formulation & Data Visualization
1.3.4. Data Validation & Publishing
1.4. Research Scope and Assumptions
1.4.1. List of Data Sources
Chapter 2. Executive Summary
2.1. Market Outlook
2.2. Segment Outlook
2.3. Competitive Insights
Chapter 3. Prompt Engineering Market Variables, Trends, & Scope
3.1. Market Introduction/Lineage Outlook
3.2. Industry Value Chain Analysis
3.3. Market Dynamics
3.3.1. Market Drivers Analysis
3.3.2. Market Restraints Analysis
3.3.3. Industry Opportunities
3.3.4. Industry Challenges
3.4. Prompt Engineering Market Analysis Tools
3.4.1. Porter’s Analysis
3.4.1.1. Bargaining power of the suppliers
3.4.1.2. Bargaining power of the buyers
3.4.1.3. Threats of substitution
3.4.1.4. Threats from new entrants
3.4.1.5. Competitive rivalry
3.4.2. PESTEL Analysis
3.4.2.1. Political landscape
3.4.2.2. Economic and Social landscape
3.4.2.3. Technological landscape
3.4.2.4. Environmental landscape
3.4.2.5. Legal landscape
Chapter 4. Prompt Engineering Market: Component Estimates & Trend Analysis
4.1. Segment Dashboard
4.2. Prompt Engineering Market: Component Movement Analysis, 2024 & 2030 (USD Million)
4.3. Software
4.3.1. Software Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
4.4. Services
4.4.1. Services Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
4.4.1.1. Prompt Engineering Services Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
4.4.2. Training Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
4.4.2.1. Prompt Engineering Training Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
Chapter 5. Prompt Engineering Market: Technique Estimates & Trend Analysis
5.1. Segment Dashboard
5.2. Prompt Engineering Market: Technique Movement Analysis, 2024 & 2030 (USD Million)
5.3. n-Shot Prompting
5.3.1. n-Shot Prompting Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
5.4. Generated Knowledge Prompting
5.4.1. Generated Knowledge Prompting Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
5.5. Chain-of-Thought Prompting
5.5.1. Chain-of-Thought Prompting Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
5.6. Others
5.6.1. Others Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
Chapter 6. Prompt Engineering Market: Application Estimates & Trend Analysis
6.1. Segment Dashboard
6.2. Prompt Engineering Market: Application Movement Analysis, 2024 & 2030 (USD Million)
6.3. Content Generation
6.3.1. Content Generation Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
6.4. Conversational AI
6.4.1. Conversational AI Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
6.5. Recommendation Systems
6.5.1. Recommendation Systems Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
6.6. Software Development
6.6.1. Software Development Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
6.7. Others
6.7.1. Others Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
Chapter 7. Prompt Engineering Market: Industry Estimates & Trend Analysis
7.1. Segment Dashboard
7.2. Prompt Engineering Market: Industry Movement Analysis, 2024 & 2030 (USD Million)
7.3. Healthcare
7.3.1. Healthcare Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
7.4. BFSI
7.4.1. BFSI Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
7.5. Automotive & Transportation
7.5.1. Automotive & Transportation Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
7.6. Media & Entertainment
7.6.1. Media & Entertainment Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
7.7. Retail
7.7.1. Retail Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
7.8. IT & Telecommunication
7.8.1. IT & Telecommunication Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
7.9. Others
7.9.1. Others Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
Chapter 8. Prompt Engineering Market: Regional Estimates & Trend Analysis
8.1. Prompt Engineering Market Share, By Region, 2023 & 2030, USD Million
8.2. North America
8.2.1. North America Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.2.2. North America Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.2.3. North America Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.2.4. North America Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.2.5. North America Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.2.6. U.S.
8.2.6.1. U.S. Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.2.6.2. U.S. Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.2.6.3. U.S. Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.2.6.4. U.S. Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.2.6.5. U.S. Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.2.7. Canada
8.2.7.1. Canada Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.2.7.2. Canada Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.2.7.3. Canada Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.2.7.4. Canada Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.2.7.5. Canada Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.3. Europe
8.3.1. Europe Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.3.2. Europe Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.3.3. Europe Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.3.4. Europe Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.3.5. Europe Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.3.6. UK
8.3.6.1. UK Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.3.6.2. UK Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.3.6.3. UK Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.3.6.4. UK Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.3.6.5. UK Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.3.7. Germany
8.3.7.1. Germany Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.3.7.2. Germany Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.3.7.3. Germany Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.3.7.4. Germany Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.3.7.5. Germany Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.3.8. France
8.3.8.1. France Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.3.8.2. France Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.3.8.3. France Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.3.8.4. France Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.3.8.5. France Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.4. Asia Pacific
8.4.1. Asia Pacific Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.4.2. Asia Pacific Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.4.3. Asia Pacific Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.4.4. Asia Pacific Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.4.5. Asia Pacific Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.4.6. China
8.4.6.1. China Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.4.6.2. China Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.4.6.3. China Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.4.6.4. China Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.4.6.5. China Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.4.7. Japan
8.4.7.1. Japan Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.4.7.2. Japan Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.4.7.3. Japan Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.4.7.4. Japan Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.4.7.5. Japan Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.4.8. India
8.4.8.1. India Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.4.8.2. India Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.4.8.3. India Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.4.8.4. India Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.4.8.5. India Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.4.9. South Korea
8.4.9.1. South Korea Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.4.9.2. South Korea Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.4.9.3. South Korea Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.4.9.4. South Korea Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.4.9.5. South Korea Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.4.10. Australia
8.4.10.1. Australia Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.4.10.2. Australia Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.4.10.3. Australia Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.4.10.4. Australia Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.4.10.5. Australia Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.5. Latin America
8.5.1. Latin America Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.5.2. Latin America Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.5.3. Latin America Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.5.4. Latin America Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.5.5. Latin America Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.5.6. Brazil
8.5.6.1. Brazil Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.5.6.2. Brazil Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.5.6.3. Brazil Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.5.6.4. Brazil Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.5.6.5. Brazil Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.5.7. Mexico
8.5.7.1. Mexico Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.5.7.2. Mexico Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.5.7.3. Mexico Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.5.7.4. Mexico Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.5.7.5. Mexico Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.6. Middle East and Africa
8.6.1. Middle East and Africa Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.6.2. Middle East & Africa Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.6.3. Middle East & Africa Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.6.4. Middle East & Africa Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.6.5. Middle East & Africa Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.6.6. Saudi Arabia
8.6.6.1. Saudi Arabia Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.6.6.2. Saudi Arabia Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.6.6.3. Saudi Arabia Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.6.6.4. Saudi Arabia Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.6.6.5. Saudi Arabia Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.6.7. UAE
8.6.7.1. UAE Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.6.7.2. UAE Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.6.7.3. UAE Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.6.7.4. UAE Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.6.7.5. UAE Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.6.8. South Africa
8.6.8.1. South Africa Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.6.8.2. South Africa Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.6.8.3. South Africa Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.6.8.4. South Africa Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.6.8.5. South Africa Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
Chapter 9. Competitive Landscape
9.1. Recent Developments & Impact Analysis by Key Market Participants
9.2. Company Categorization
9.3. Company Market Positioning
9.4. Company Market Share Analysis
9.5. Company Heat Map Analysis
9.6. Strategy Mapping
9.6.1. Expansion
9.6.2. Mergers & Acquisition
9.6.3. Partnerships & Collaborations
9.6.4. New Product Launches
9.6.5. Research And Development
9.7. Company Profiles
9.7.1. PROMPTMETHEUS
9.7.1.1. Participant’s Overview
9.7.1.2. Financial Performance
9.7.1.3. Product Benchmarking
9.7.1.4. Recent Developments
9.7.2. Salesforce, Inc.
9.7.2.1. Participant’s Overview
9.7.2.2. Financial Performance
9.7.2.3. Product Benchmarking
9.7.2.4. Recent Developments
9.7.3. Curved Stone Limited
9.7.3.1. Participant’s Overview
9.7.3.2. Financial Performance
9.7.3.3. Product Benchmarking
9.7.3.4. Recent Developments
9.7.4. A3Logics
9.7.4.1. Participant’s Overview
9.7.4.2. Financial Performance
9.7.4.3. Product Benchmarking
9.7.4.4. Recent Developments
9.7.5. PromptBase
9.7.5.1. Participant’s Overview
9.7.5.2. Financial Performance
9.7.5.3. Product Benchmarking
9.7.5.4. Recent Developments
9.7.6. PromptHero
9.7.6.1. Participant’s Overview
9.7.6.2. Financial Performance
9.7.6.3. Product Benchmarking
9.7.6.4. Recent Developments
9.7.7. Prompt Genie
9.7.7.1. Participant’s Overview
9.7.7.2. Financial Performance
9.7.7.3. Product Benchmarking
9.7.7.4. Recent Developments
9.7.8. Vocify Inc. dba Vellum
9.7.8.1. Participant’s Overview
9.7.8.2. Financial Performance
9.7.8.3. Product Benchmarking
9.7.8.4. Recent Developments
9.7.9. AIPRM
9.7.9.1. Participant’s Overview
9.7.9.2. Financial Performance
9.7.9.3. Product Benchmarking
9.7.9.4. Recent Developments
9.7.10. Amazon Web Services, Inc. (Amazon.com, Inc.)
9.7.10.1. Participant’s Overview
9.7.10.2. Financial Performance
9.7.10.3. Product Benchmarking
9.7.10.4. Recent Developments
9.7.11. Promptitude
9.7.11.1. Participant’s Overview
9.7.11.2. Financial Performance
9.7.11.3. Product Benchmarking
9.7.11.4. Recent Developments
9.7.12. PromptLeo (DynaPictures GmbH)
9.7.12.1. Participant’s Overview
9.7.12.2. Financial Performance
9.7.12.3. Product Benchmarking
9.7.12.4. Recent Developments

 

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Summary

Prompt Engineering Market Growth & Trends

The global prompt engineering market size is anticipated to reach USD 2.06 billion by 2030, registering a CAGR of 32.8% from 2024 to 2030, according to a new report by Grand View Research, Inc. The market growth is propelled by factors such as the growing adoption of advanced technologies such as generative Artificial Intelligence (AI) among industries. Prompts are used to elicit responses from AI models, such as ChatGPT, Bard, and Large Language Model Meta AI (LLaMA). Prompt engineering is the process of developing and fine-tuning prompts to maximize the ability of AI models to understand user inputs, helping them provide informative, accurate, and relevant responses.

Prompt engineering offers numerous benefits, such as AI model performance improvements, reduced harmful and biased responses, better user experience, and better predictability and control. Well-crafted prompts can guide the AI model to focus on specific task aspects, reducing the chances of offensive or inappropriate responses. Similarly, by guiding the model with well-crafted prompts foe generating desired results, the model’s responses can become more predictable and consistent. These advantages have resulted in the growing demand for prompt engineers, leading to higher adoption of prompt engineering software solutions, such as Integrated Development Environment (IDE) and prompts available on marketplaces. These software tools offer better prompt management and are generally available on a subscription pricing model.

The growing investments in AI technologies are likely to offer significant growth opportunities for the market. According to the U.S. Department of Commerce’s International Trade Administration, global AI funding reached USD 66.8 Billion in 2021, and 65 companies operating in AI reached valuations of over USD 1 Billion. According to AIPRM, a U.S.-based prompt marketplace, the U.S. government invested around USD 328 billion between 2019 and 2023. Similarly, governments of countries such as Singapore, China, Canada, and India are also investing heavily in AI. Advancements in the field of AI research can lead to greater demand for prompt engineering to optimize AI models.

Prompt Engineering Market Report Highlights

• Based on components, the software segment is expected to register the fastest CAGR during the forecast period. The segment’s growth is attributed to the high level of innovation with new companies offering prompt engineering software solutions

• Based on technique, the n-shot prompting segment dominated the market in 2023; the segment’s growth is driven by the ability of this technique to generate responses from the AI model quickly without providing much information

• Based on industry, the BFSI segment is expected to register the fastest CAGR over the forecast period, driven by the growing adoption of advanced technologies such as AI and Machine Learning (ML) by BFSI businesses

• North America dominated the market in 2023, driven by high investments by the U.S. and Canadian governments in AI. Moreover, the presence of numerous AI startups and market players are driving market growth in the region



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Table of Contents

Table of Contents

Chapter 1. Methodology and Scope
1.1. Market Segmentation and Scope
1.2. Market Definitions
1.3. Research Methodology
1.3.1. Information Procurement
1.3.2. Information or Data Analysis
1.3.3. Market Formulation & Data Visualization
1.3.4. Data Validation & Publishing
1.4. Research Scope and Assumptions
1.4.1. List of Data Sources
Chapter 2. Executive Summary
2.1. Market Outlook
2.2. Segment Outlook
2.3. Competitive Insights
Chapter 3. Prompt Engineering Market Variables, Trends, & Scope
3.1. Market Introduction/Lineage Outlook
3.2. Industry Value Chain Analysis
3.3. Market Dynamics
3.3.1. Market Drivers Analysis
3.3.2. Market Restraints Analysis
3.3.3. Industry Opportunities
3.3.4. Industry Challenges
3.4. Prompt Engineering Market Analysis Tools
3.4.1. Porter’s Analysis
3.4.1.1. Bargaining power of the suppliers
3.4.1.2. Bargaining power of the buyers
3.4.1.3. Threats of substitution
3.4.1.4. Threats from new entrants
3.4.1.5. Competitive rivalry
3.4.2. PESTEL Analysis
3.4.2.1. Political landscape
3.4.2.2. Economic and Social landscape
3.4.2.3. Technological landscape
3.4.2.4. Environmental landscape
3.4.2.5. Legal landscape
Chapter 4. Prompt Engineering Market: Component Estimates & Trend Analysis
4.1. Segment Dashboard
4.2. Prompt Engineering Market: Component Movement Analysis, 2024 & 2030 (USD Million)
4.3. Software
4.3.1. Software Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
4.4. Services
4.4.1. Services Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
4.4.1.1. Prompt Engineering Services Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
4.4.2. Training Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
4.4.2.1. Prompt Engineering Training Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
Chapter 5. Prompt Engineering Market: Technique Estimates & Trend Analysis
5.1. Segment Dashboard
5.2. Prompt Engineering Market: Technique Movement Analysis, 2024 & 2030 (USD Million)
5.3. n-Shot Prompting
5.3.1. n-Shot Prompting Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
5.4. Generated Knowledge Prompting
5.4.1. Generated Knowledge Prompting Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
5.5. Chain-of-Thought Prompting
5.5.1. Chain-of-Thought Prompting Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
5.6. Others
5.6.1. Others Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
Chapter 6. Prompt Engineering Market: Application Estimates & Trend Analysis
6.1. Segment Dashboard
6.2. Prompt Engineering Market: Application Movement Analysis, 2024 & 2030 (USD Million)
6.3. Content Generation
6.3.1. Content Generation Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
6.4. Conversational AI
6.4.1. Conversational AI Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
6.5. Recommendation Systems
6.5.1. Recommendation Systems Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
6.6. Software Development
6.6.1. Software Development Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
6.7. Others
6.7.1. Others Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
Chapter 7. Prompt Engineering Market: Industry Estimates & Trend Analysis
7.1. Segment Dashboard
7.2. Prompt Engineering Market: Industry Movement Analysis, 2024 & 2030 (USD Million)
7.3. Healthcare
7.3.1. Healthcare Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
7.4. BFSI
7.4.1. BFSI Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
7.5. Automotive & Transportation
7.5.1. Automotive & Transportation Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
7.6. Media & Entertainment
7.6.1. Media & Entertainment Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
7.7. Retail
7.7.1. Retail Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
7.8. IT & Telecommunication
7.8.1. IT & Telecommunication Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
7.9. Others
7.9.1. Others Market Revenue Estimates and Forecasts, 2022 - 2030 (USD Million)
Chapter 8. Prompt Engineering Market: Regional Estimates & Trend Analysis
8.1. Prompt Engineering Market Share, By Region, 2023 & 2030, USD Million
8.2. North America
8.2.1. North America Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.2.2. North America Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.2.3. North America Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.2.4. North America Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.2.5. North America Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.2.6. U.S.
8.2.6.1. U.S. Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.2.6.2. U.S. Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.2.6.3. U.S. Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.2.6.4. U.S. Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.2.6.5. U.S. Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.2.7. Canada
8.2.7.1. Canada Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.2.7.2. Canada Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.2.7.3. Canada Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.2.7.4. Canada Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.2.7.5. Canada Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.3. Europe
8.3.1. Europe Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.3.2. Europe Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.3.3. Europe Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.3.4. Europe Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.3.5. Europe Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.3.6. UK
8.3.6.1. UK Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.3.6.2. UK Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.3.6.3. UK Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.3.6.4. UK Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.3.6.5. UK Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.3.7. Germany
8.3.7.1. Germany Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.3.7.2. Germany Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.3.7.3. Germany Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.3.7.4. Germany Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.3.7.5. Germany Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.3.8. France
8.3.8.1. France Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.3.8.2. France Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.3.8.3. France Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.3.8.4. France Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.3.8.5. France Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.4. Asia Pacific
8.4.1. Asia Pacific Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.4.2. Asia Pacific Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.4.3. Asia Pacific Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.4.4. Asia Pacific Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.4.5. Asia Pacific Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.4.6. China
8.4.6.1. China Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.4.6.2. China Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.4.6.3. China Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.4.6.4. China Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.4.6.5. China Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.4.7. Japan
8.4.7.1. Japan Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.4.7.2. Japan Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.4.7.3. Japan Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.4.7.4. Japan Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.4.7.5. Japan Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.4.8. India
8.4.8.1. India Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.4.8.2. India Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.4.8.3. India Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.4.8.4. India Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.4.8.5. India Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.4.9. South Korea
8.4.9.1. South Korea Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.4.9.2. South Korea Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.4.9.3. South Korea Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.4.9.4. South Korea Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.4.9.5. South Korea Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.4.10. Australia
8.4.10.1. Australia Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.4.10.2. Australia Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.4.10.3. Australia Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.4.10.4. Australia Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.4.10.5. Australia Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.5. Latin America
8.5.1. Latin America Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.5.2. Latin America Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.5.3. Latin America Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.5.4. Latin America Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.5.5. Latin America Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.5.6. Brazil
8.5.6.1. Brazil Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.5.6.2. Brazil Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.5.6.3. Brazil Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.5.6.4. Brazil Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.5.6.5. Brazil Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.5.7. Mexico
8.5.7.1. Mexico Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.5.7.2. Mexico Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.5.7.3. Mexico Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.5.7.4. Mexico Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.5.7.5. Mexico Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.6. Middle East and Africa
8.6.1. Middle East and Africa Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.6.2. Middle East & Africa Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.6.3. Middle East & Africa Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.6.4. Middle East & Africa Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.6.5. Middle East & Africa Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.6.6. Saudi Arabia
8.6.6.1. Saudi Arabia Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.6.6.2. Saudi Arabia Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.6.6.3. Saudi Arabia Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.6.6.4. Saudi Arabia Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.6.6.5. Saudi Arabia Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.6.7. UAE
8.6.7.1. UAE Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.6.7.2. UAE Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.6.7.3. UAE Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.6.7.4. UAE Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.6.7.5. UAE Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
8.6.8. South Africa
8.6.8.1. South Africa Prompt Engineering Market Estimates and Forecasts, 2022 - 2030 (USD Million)
8.6.8.2. South Africa Prompt Engineering Market Estimates and Forecasts, by Component, 2022 - 2030 (USD Million)
8.6.8.3. South Africa Prompt Engineering Market Estimates and Forecasts, by Technique, 2022 - 2030 (USD Million)
8.6.8.4. South Africa Prompt Engineering Market Estimates and Forecasts, by Application, 2022 - 2030 (USD Million)
8.6.8.5. South Africa Prompt Engineering Market Estimates and Forecasts, by Industry, 2022 - 2030 (USD Million)
Chapter 9. Competitive Landscape
9.1. Recent Developments & Impact Analysis by Key Market Participants
9.2. Company Categorization
9.3. Company Market Positioning
9.4. Company Market Share Analysis
9.5. Company Heat Map Analysis
9.6. Strategy Mapping
9.6.1. Expansion
9.6.2. Mergers & Acquisition
9.6.3. Partnerships & Collaborations
9.6.4. New Product Launches
9.6.5. Research And Development
9.7. Company Profiles
9.7.1. PROMPTMETHEUS
9.7.1.1. Participant’s Overview
9.7.1.2. Financial Performance
9.7.1.3. Product Benchmarking
9.7.1.4. Recent Developments
9.7.2. Salesforce, Inc.
9.7.2.1. Participant’s Overview
9.7.2.2. Financial Performance
9.7.2.3. Product Benchmarking
9.7.2.4. Recent Developments
9.7.3. Curved Stone Limited
9.7.3.1. Participant’s Overview
9.7.3.2. Financial Performance
9.7.3.3. Product Benchmarking
9.7.3.4. Recent Developments
9.7.4. A3Logics
9.7.4.1. Participant’s Overview
9.7.4.2. Financial Performance
9.7.4.3. Product Benchmarking
9.7.4.4. Recent Developments
9.7.5. PromptBase
9.7.5.1. Participant’s Overview
9.7.5.2. Financial Performance
9.7.5.3. Product Benchmarking
9.7.5.4. Recent Developments
9.7.6. PromptHero
9.7.6.1. Participant’s Overview
9.7.6.2. Financial Performance
9.7.6.3. Product Benchmarking
9.7.6.4. Recent Developments
9.7.7. Prompt Genie
9.7.7.1. Participant’s Overview
9.7.7.2. Financial Performance
9.7.7.3. Product Benchmarking
9.7.7.4. Recent Developments
9.7.8. Vocify Inc. dba Vellum
9.7.8.1. Participant’s Overview
9.7.8.2. Financial Performance
9.7.8.3. Product Benchmarking
9.7.8.4. Recent Developments
9.7.9. AIPRM
9.7.9.1. Participant’s Overview
9.7.9.2. Financial Performance
9.7.9.3. Product Benchmarking
9.7.9.4. Recent Developments
9.7.10. Amazon Web Services, Inc. (Amazon.com, Inc.)
9.7.10.1. Participant’s Overview
9.7.10.2. Financial Performance
9.7.10.3. Product Benchmarking
9.7.10.4. Recent Developments
9.7.11. Promptitude
9.7.11.1. Participant’s Overview
9.7.11.2. Financial Performance
9.7.11.3. Product Benchmarking
9.7.11.4. Recent Developments
9.7.12. PromptLeo (DynaPictures GmbH)
9.7.12.1. Participant’s Overview
9.7.12.2. Financial Performance
9.7.12.3. Product Benchmarking
9.7.12.4. Recent Developments

 

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