Data Sources

At SG Listed, we strive to provide the most accurate and up-to-date information about Singapore companies. Our data is sourced from various reliable sources to ensure comprehensiveness and accuracy.

Primary Data Sources

Our company information is primarily sourced from the following official registries and databases:

• Accounting and Corporate Regulatory Authority (ACRA) - The national regulator of business entities and public accountants in Singapore. ACRA provides the official business registration data.
• Singapore Department of Statistics (DOS) - For industry classification and economic data.
• Singapore Business Federation (SBF) - For additional business information and industry insights.
• Enterprise Singapore - For information on Singapore's enterprise development and internationalization.

Data Processing and Enhancement

The raw data from our primary sources undergoes several processing steps:

1. Data Cleaning - We clean and standardize the data to ensure consistency across all records.
2. Data Integration - Information from different sources is integrated to create comprehensive company profiles.
3. AI-Generated Summaries - We use advanced natural language processing to generate concise summaries of company activities and profiles.
4. Industry Analysis - Our data scientists analyze industry trends and patterns to provide valuable insights.

Data Update Frequency

We are committed to maintaining the most current information possible:

• Basic company information is updated weekly
• Industry statistics are updated monthly
• Economic indicators are updated quarterly
• Special reports and analyses are published periodically

Data Accuracy and Disclaimer

While we make every effort to ensure the accuracy of our data, we cannot guarantee that all information is 100% accurate or up-to-date at all times. The information provided on SG Listed is for general informational purposes only and should not be relied upon as the sole basis for making business decisions.

Users are encouraged to verify critical information from official sources before making important business decisions.

Reporting Data Issues

If you identify any inaccuracies in our data or have information that could help us improve our database, please contact us at data@sg-listed.com. We appreciate your feedback and contributions to maintaining the quality of our service.