Consumer Spending Dataset

Last update: December 27, 2024

Consumer spending datasets include data points about the amount of money spent by consumers on various goods and services. +Show More

Consumer spending datasets include data points about the amount of money spent by consumers on various goods and services. The typical data points included in a consumer spending dataset:

Expenditure data: Purchase history and spending patterns.

Demographic data: Income level, age, gender, education level and location.

Time period: The frequency of purchases.

To be categorized as a consumer spending dataset, a dataset must provide at least one of the information above.

If you’d like to learn about the ecosystem consisting of Consumer Spending Dataset and others, feel free to check AIMultiple Web Data.
How relevant, verifiable metrics drive AIMultiple’s rankings

AIMultiple uses relevant & verifiable metrics to evaluate vendors.

Metrics are selected based on typical enterprise procurement processes ensuring that market leaders, fast-growing challengers, feature-complete solutions and cost-effective solutions are ranked highly so they can be shortlisted.
Data regarding these metrics are collected from public sources as outlined in the “What are AIMultiple’s data sources?” section of this page.


There are 2 ways in which vendor metrics are processed to help prioritization:
1- Vendors are grouped within 4 metrics (customer satisfaction, market presence, growth and features) according to their performance in that metric.
2- Vendors that perform high in these metrics are ranked higher in the list.


The data used in each vendor’s ranking can be accessed by expanding the vendor’s row in the below list.
This page includes links to AIMultiple’s sponsors. Sponsored links are included in “Visit Website” buttons and ranked at the top of the list when results are sorted by “Sponsored”. Sponsors have no say over the ranking which is based on market data. Organic ranking can be seen by sorting by “AIMultiple” or other sorting approaches. For more on how AIMultiple works, please see the ethical standards that we follow and how we fund our research.

Products Position Customer satisfaction
Bright Data Datasets logo

Bright Data Datasets

Leader
N/A
Get pre-collected datasets that cover a wide range of data points of entire websites. Identify and analyze trends, find companies, people, and social media influencers, optimize your eCommerce activity, or obtain data for your machine learning algorithms.
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Average rating
5.00 / 5 based on 3 reviews
Market presence
Company's number of employees
1k-2k employees
Company's social media followers
30k-40k followers
Company
Type of company
private
Founding year
1901
Datafiniti logo

Datafiniti

Leader
N/A
Datafiniti is a Data as a Service (DaaS) solution utilizing proprietary technologies to automate the data extraction process and transform web pages into clean, manageable, structured datasets across business, people, product, and property databases. Our RESTful API and customer portal transforms real-time queries into instantly usable data. Drill down to the exact information you need, download data sets at your convenience, and seamlessly integrate the results with your code. We have customers and users in nearly every industry and all sizes; from startups, to SMEs and all the way up to Fortune 500 companies, who use our data to power next-generation applications and analytics.
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Average rating
4.10 / 5 based on 5 reviews
Market presence
Number of case studies
1-5 case studies
Company's number of employees
5-10 employees
Company's social media followers
4k-5k followers
Company
Type of company
private
Founding year
2011
Denave logo

Denave

Leader
N/A
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Market presence
Company's number of employees
2k-3k employees
Company's social media followers
100k-1m followers
Company
Type of company
private
Founding year
1999
ApiScrapy by AIMLEAP logo

ApiScrapy by AIMLEAP

Leader
N/A
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Market presence
Company's number of employees
100-200 employees
Company's social media followers
100k-1m followers
Neudata logo

Neudata

Leader
N/A
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Market presence
Company's number of employees
50-100 employees
Company's social media followers
20k-30k followers
Total funding
$1-5m
# of funding rounds
2
Latest funding date
July 29, 2019
Last funding amount
$1-5m
Company
Type of company
private
Founding year
2016
Techsalerator Global B2B Data Intelligence logo

Techsalerator Global B2B Data Intelligence

Challenger
N/A
With 270M+ Businesses covered , Techsalerator has access to the highest B2B count of Data on a worldwide scale . Thanks to our unique tools and data sourcing team, we can select the ideal targeted dataset based on unique elements such as the sales volume of a company, the company\'s location, # of employees etc... Whether a company is looking for an entire fill install, an access to one of our API\'s or a one-time targeted purchase, the global firmographic Database from Techsalerator is the best option out there.
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Market presence
Company's number of employees
50-100 employees
Company's social media followers
10k-20k followers
Company
Type of company
private
Founding year
2020
Alesco Data logo

Alesco Data

Challenger
N/A
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Market presence
Company's number of employees
40-50 employees
Company's social media followers
400-1k followers
Company
Type of company
private
Founding year
2001
Datasys logo

Datasys

Challenger
N/A
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Market presence
Company's number of employees
30-40 employees
Company's social media followers
200-300 followers
Company
Type of company
private
Founding year
2020
BoldData logo

BoldData

Challenger
N/A
Provides consumer data, such as name, email, education, and age, in Excel / CSV format, tailored to users\' specific needs
Basis for Evaluation

We made these evaluations based on the following parameters;

Customer satisfaction
Market presence
Company's number of employees
5-10 employees
Company's social media followers
400-1k followers

“-”: AIMultiple team has not yet verified that vendor provides the specified feature. AIMultiple team focuses on feature verification for top 10 vendors.


Sources

AIMultiple uses these data sources for ranking solutions and awarding badges in consumer spending dataset:


3 vendor web domains
2 funding announcements
6 social media profiles
3 search engine queries

Which one has collected the most reviews?

AIMultiple uses multiple datapoints in identifying market leaders:

  • Product line revenue (when available)
  • Number of reviews
  • Number of case studies
  • Number and experience of employees
  • Social media presence and engagement
Out of these, number of reviews information is available for all products and is summarized in the graph:

Datafiniti
Bright Data Datasets
BoldData
Techsalerator Global B2B Data Intelligence
Datasys

What are the most mature consumer spending dataset?

Which one has the most employees?

 logo
Bright Data logo
Apiscrapy logo
 logo
 logo

Which consumer spending dataset companies have the most employees?

67 employees work for a typical company in this solution category which is 44 more than the number of employees for a typical company in the average solution category.

In most cases, companies need at least 10 employees to serve other businesses with a proven tech product or service. 7 companies with >10 employees are offering . Top 3 products are developed by companies with a total of 3k employees. The largest company in this domain is with more than 2,000 employees. provides the consumer spending dataset solution: Denave

Bright Data
Apiscrapy

Insights

Where are consumer spending dataset vendors' HQs located?

What is the level of interest in consumer spending dataset?

This category was searched on average for 546 times per month on search engines in 2024. This number has decreased to 0 in 2025. If we compare with other web data solutions, a typical solution was searched 546 times in 2024 and this decreased to 0 in 2025.

Learn more about Consumer Spending Dataset

Consumer spending dataset is a collectino of data points include information about how consumers spend their money.

The dataset may include information about type of purchasing, amount spent, how consumers spend their money, and channel preferences.

The data can be gathered from a variety of sources, such as loyalt program data, surveys, transaction data or mobile data.

Consumer spending datasets can be used in a variety of ways by businesses or economists, including audience targeting, marketing strategy optimization, and investment decisions.