Product Review Data

14min

Popular use cases

Generate business opportunities



Identify potential business opportunities by finding solutions similar to your offering.

Evaluate technological capacity

Examine the tech stack of a specific company and gain insights into its technical capacity and skill set.

Company traction analysis

Discover emerging technologies or popular tools that are gaining traction.



Main verticals using the data

  • Investment
  • Market research


Category sources

Request access to the full documentation to see all sources in this category.

Record counts

Record category

Record count

Total number of records in the category

196,606,225+

Monthly updated records

70,547,205+



Overview

Below, you'll find a few categories of data points available in our product review data.

Reviews and ratings

Data point

Description

overall

Overall star rating in the review

title

Review title

review_body/review

Review text

review_rating/rating

Product rating in the review

day_rank

Daily product rank

week_rank

Weekly product rank

reason_for_switching

Customer's reason for switching from the competitor

reason_for_choosing

Reviewer's reason for choosing the record software

pros

Product advantages

cons

Product disadvantages

general_comments

General comments about the software

value_for_money

Rating given to the product's value

customer_support

Rating given to the product's customer support

ease_of_use

Rating given to the ease of use of the product

functionality

Rating given to the product's functionality

likelihood_to_recommend

Likelihood to recommend the product to others

Product details

Data point

Description

url

Product page/profile URL

description

Product description

name

Product name

tagline

Product tagline

website

Official product website

category

Product category

Competitors

Data point

Description

related_products

Name, profile/page URL, and tagline of a related product

alternatives_considered

Name and URL slug of an alternative

switched_products

Name and URL slug of a competitor

Owners and authors

Data point

Description

vendor_response/answer

Vendor's response to the review

date/answer_date

Review reply date

answerer_name

Response author

hunter

Name, headline, username, Twitter handle, Product Hunt profile URL, and follower count of a person who launched the product on Product Hunt

makers

Name, headline, username, Twitter handle, Product Hunt profile URL, and follower count of the product owner

Users involved with the product

Data point

Description

comment_count

Number of comments on the product's page

(review) count

Product's review count

users_upvoted

Name, headline, username, Twitter handle, Product Hunt profile URL, and follower count of the user that interacted with the product

(review) author

Number of reviews written by the author; author's name, location, and profile URL

Product profiles and pages

Data point

Description

angellist

Product page on AngelList (Wellfound)

facebook

Product page on Facebook

github

Product page on GitHub

instagram

Product page on Instagram

medium

Product page on Medium

twitter

Product page on Twitter