看准未来的独角兽企业:使用AI模式的Start-Ups企业的成功预测

2021年12月时，2,884家Start-Ups企业有成为独角兽企业的可能性。有最多现有及预测的独角兽企业辈出的Start-Ups中心，为美国、中国、印度、英国、德国。美国持续具优势，中国预计从目前独角兽企业诞生等级速度减低，而印度、英国、德国预计大幅度成长。

本报告提供预测的独角兽企业和确立的独角兽企业定位，聚焦主要部门、地区、主题，在各部门中高概率的独角兽企业的分析等全面性资讯。

目录

目录

第1章 聚光灯:现有的独角兽企业 vs 预测的独角兽企业

第2章 现有的独角兽企业的现状

第3章 独角兽企业的预测

• 分析:各地区
• 分析:各部门

第4章 高概率的独角兽企业的分析

• AI中未来的独角兽企业
• 未来

This report analyzes the established unicorns and map it against the predicted unicorns using GlobalData's AI model. As of December 2021, GlobalData using its proprietary Machine Learning model predicted 2,884 startups to be potential unicorns. Out of 468 established unicorns in 2021, 210 startups have been correctly predicted by GlobalData.

Unicorn Prediction Model of GlobalData, a leading data and analytics company, predicted all potential startups across sectors that have the potential to become unicorns (valuation > US$1bn). As of December 2021, the AI driven model predicted 2,884 startups to become potential unicorns. Out of 468 Startups that turned unicorns in 2021, 210 companies have been correctly predicted by the model.

Key Highlights

• The report maps predicted unicorns against established unicorns highlighting top sectors, geographies and themes.
• The report analyzes high probability unicorns across sectors and highlights a spike in unicorn births from 2020 to 2021, Q4 2021 registered the highest unicorn births of 202, registering a growth of more than 3x compared to the comparable period of Q4 2020. It presents a hit rate of 50% in terms of Unicorn Conversion Prediction using GlobalData's ML model.

Scope

• Based on GlobalData's proprietary ranking of 10,000 top startups, 120 startups globally are shortlisted for each sector/theme, of which 50 startups are predicted to become future unicorns based on GlobalData's proprietary Machine Learning Model.
• The 10,000 top startups are spread over 70 countries with the US accounting for half of them, followed by China. Critical sectors in the startup universe include TMT (56% predicted unicorns vs. 60% established unicorns), Financial Services (11% predicted unicorns vs. 12% established unicorns), Pharmaceuticals and Healthcare (10% predicted unicorns vs. 2% established unicorns), , and Retailing (4% predicted unicorns vs. 3% established unicorns), followed by other sectors. Startup Hubs Producing most Existing and Predicted Unicorns include US, China, India, UK and Germany. US will continue to dominate; China is expected to slow down from current levels of unicorn births, but there will be significant growth in India, UK, & Germany.

Reasons to Buy

• GlobalData's Potential Unicorns list offers early predictive intelligence and enables to spot tomorrow's winners today. The model identifies venture funded companies which have the potential to become unicorns (a valuation of at least $1 billion) driven by GlobalData's proprietary machine learning algorithm which decodes millions of interactions between key deal attributes.
• The report presents unicorn ecosystem spanning across sectors, it highlights a spike in unicorn births from 2020 to 2021, Q4 2021 registered the highest unicorn births of 202, registering a growth of more than 3x compared to the comparable period of Q4 2020.AI driven model predicted 2,884 startups to become potential unicorns. Out of 468 Startups that turned unicorns in 2021, 210 companies have been correctly predicted by the model. GlobalData's AI model predicts future unicorns with ~45% accuracy.

Table of Contents

Table of Contents

1 In the Spotlight: Existing Unicorns vs Predicted Unicorns

2 State of Existing Unicorns

3 Unicorn Predictions

• 3.1 Analysis by Geography
• 3.2 Analysis by Sector

4 Analyzing High Probability Unicorns

• 4.1 Future Unicorns in AI
• 4.2 Future

List of Tables

List of Tables

• Existing Unicorns by Sector
• Existing Unicorns by Geography
• Unicorn Predictions by Sector
• Unicorn Predictions by Geography
• Top Ranked Startups in AI
• Top Ranked Startups in Blockchain
• Top Ranked Startups in Cybersecurity
• Top Ranked Sta