Chain of Demand

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100M+
data points
168x
faster to analyze data
1%
variance in revenue prediction
26%
more accurate vs Wall Street
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Chain of Demand Data Products: APIs & Datasets

Explore Chain of Demand’s datasets, databases, and data feeds.
We provide raw and/or aggregated data, as well as calculated insights from multiple e-commerce platforms in the US, EU, UAE and Asia mark...
Chain of Demand: Detailed e-commerce product data (US, EU, UAE and Asia markets) 30K records icon
30K records
Chain of Demand: Detailed e-commerce product data (US, EU, UAE and Asia markets) 2 countries covered icon
2 countries covered
Chain of Demand: Detailed e-commerce product data (US, EU, UAE and Asia markets) 2 years of historical data icon
2 years of historical data
Chain of Demand uses mined data to uncover insights on how a publicly listed retailer performs. Our signals span across the US, Europe an...
Chain of Demand's retail data provides signals on how a business is performing 1.5K records icon
1.5K records
Chain of Demand's retail data provides signals on how a business is performing 3 countries covered icon
3 countries covered
Chain of Demand's retail data provides signals on how a business is performing 2 years of historical data icon
2 years of historical data
Chain of Demand provides top line sales predictions for publicly traded companies in the US and China, dating back two years. Our revenue...
Chain of Demand's revenue predictions for publicly listed retail companies (US & China), with two years of coverage 1.5K records icon
1.5K records
Chain of Demand's revenue predictions for publicly listed retail companies (US & China), with two years of coverage 2 countries covered icon
2 countries covered
Chain of Demand's revenue predictions for publicly listed retail companies (US & China), with two years of coverage 2 years of historical data icon
2 years of historical data
Our algorithm was created for consumer products specifically, initially to identify and match beauty products across multiple platforms.
Chain of Demand's proprietary product matching algorithms. 3 countries covered icon
3 countries covered
Our dateset allows you to gain insight into a company's overall outlook. Our data covers the US and is agnostic to industry. Some of the...
Hiring Data - job postings + company reviews + course descriptions USA covered icon
USA covered
Hiring Data - job postings + company reviews + course descriptions 1 years of historical data icon
1 years of historical data

Chain of Demand Pricing & Cost

Learn about Chain of Demand’s prices, subscription cost, and API pricing.
The supported pricing models for Chain of Demand’s data are Yearly License. Chain of Demand offers free samples for individual data requirements. Get talking to a member of the Chain of Demand team to receive custom pricing options, information about data subscription fees, and quotes for Chain of Demand’s data offering tailored to your use case.

Chain of Demand Reviews

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About Chain of Demand

Learn more about Chain of Demand’s data sources, use cases, and integrations.

Chain of Demand in a Nutshell

Chain of Demand was founded in 2018 in Hong Kong, turning retail industry datasets into insights and signals. Powered by proprietary artificial intelligence models, we provide revenue predictions that are 26% more accurate than consensus estimates.

We’re trusted by investment banks and sell-side research firms that use alternative retail data to gain a competitive edge on their stock analysis.

Headquarter
Hong Kong

Geo Coverage

Asia (2)
China
Hong Kong
Europe (2)
Germany
United Kingdom
North America (1)
United States of America

Data Offering

We custom build data miners that mine data in the retail industry, specifically apparel, accessories, and the beauty sector. With this data, we create insights, signals and revenue predictions for publically traded companies.

Our senior leadership team has 20 years of experience in the retail industry and has the ability to translate the data into practical insights.

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Use Cases

We help portfolio managers and research analysts gain insight into companies and re-affirm points of views on whether to sell or buy a position.

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Data Sources & Collection

We mine data from e-commerce sites and store our data in mongo db.

Data Privacy

To safeguard personal data, we take a number of steps to manage personal privacy data:

We have a written privacy policy where we outline the types of data we collect and how personal information is used and secured and anonymized to safeguard the personal data that we collect. Our privacy policy also states how long we collect personal information for before it is deleted.

The only identifiable data we collect are reviewer ID, but they are removed during our extract and transformation process and will never be included in our deliverables or submissions.

All employees are educated on the importance of the privacy and security of our data during orientation and are required to enable 2FA on all of their devices and workstations.

GDPR compliant

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Frequently asked questions about Chain of Demand

What does Chain of Demand do?

Chain of Demand provides retail industry data spanning across the US, China and the European market. With three years of data available, we use our proprietary data mining techniques to collect insights, signals and revenue predictions that are powered by our artificial intelligence models.

How much does Chain of Demand cost?

The supported pricing models for Chain of Demand’s data are Yearly License. Chain of Demand offers free samples for individual data requirements. Get talking to a member of the Chain of Demand team to receive custom pricing options, information about data subscription fees, and quotes for Chain of Demand’s data offering tailored to your use case.

What kind of data does Chain of Demand have?

Alternative Data, Beauty & Cosmetics Data, Company Data, Ecommerce Company Data, and 9 others

What data does Chain of Demand offer?

We custom build data miners that mine data in the retail industry, specifically apparel, accessories, and the beauty sector. With this data, we create insights, signals and revenue predictions for publically traded companies. Our senior leadership team has 20 years of experience in the retail industry and has the ability to translate the data into practical insights.

How does Chain of Demand collect data?

We mine data from e-commerce sites and store our data in mongo db.

What’s Chain of Demand’s data privacy policy?

To safeguard personal data, we take a number of steps to manage personal privacy data: We have a written privacy policy where we outline the types of data we collect and how personal information is used and secured and anonymized to safeguard the personal data that we collect. Our privacy policy also states how long we collect personal information for before it is deleted. The only identifiable data we collect are reviewer ID, but they are removed during our extract and transformation process and will never be included in our deliverables or submissions. All employees are educated on the importance of the privacy and security of our data during orientation and are required to enable 2FA on all of their devices and workstations.

What are the best use cases for Chain of Demand’s data?

We help portfolio managers and research analysts gain insight into companies and re-affirm points of views on whether to sell or buy a position.