Unwrangle

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5000+
Records per request
99%
Accuracy
Consistent
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Unwrangle Data Products: APIs & Datasets

Explore Unwrangle’s datasets, databases, and data feeds.
Scrape online reviews from Amazon without worrying about headless browsers, proxies or CAPTCHAS.
Unwrangle: Amazon Customer Reviews & Ratings Data (Ecommerce Data inc. USA, UK, France, Australia) 5K reviews per request icon
5K reviews per request
Unwrangle: Amazon Customer Reviews & Ratings Data (Ecommerce Data inc. USA, UK, France, Australia) 99% accuracy icon
99% accuracy
Unwrangle: Amazon Customer Reviews & Ratings Data (Ecommerce Data inc. USA, UK, France, Australia) 7 countries covered icon
7 countries covered
Unwrangle: Amazon Customer Reviews & Ratings Data (Ecommerce Data inc. USA, UK, France, Australia) 10 years of historical data icon
10 years of historical data
Scrape online reviews from Yelp without worrying about headless browsers, proxies or CAPTCHAS.
Yelp Customer Reviews & Ratings Data 5K reviews per request icon
5K reviews per request
Yelp Customer Reviews & Ratings Data 99% accuracy icon
99% accuracy
Yelp Customer Reviews & Ratings Data 3 countries covered icon
3 countries covered
Yelp Customer Reviews & Ratings Data 16 years of historical data icon
16 years of historical data
Scrape online reviews from Walmart without worrying about headless browsers, proxies or CAPTCHAS.
Walmart Ecommerce Reviews & Ratings Data 1K reviews per request icon
1K reviews per request
Walmart Ecommerce Reviews & Ratings Data 99% accuracy icon
99% accuracy
Walmart Ecommerce Reviews & Ratings Data USA covered icon
USA covered
Walmart Ecommerce Reviews & Ratings Data 7 years of historical data icon
7 years of historical data
Scrape online reviews from eBay without worrying about headless browsers, proxies or CAPTCHAS.
eBay Ecommerce Product Ratings & Reviews Data 5K reviews per request icon
5K reviews per request
eBay Ecommerce Product Ratings & Reviews Data 99% Accuracy icon
99% Accuracy
eBay Ecommerce Product Ratings & Reviews Data 6 countries covered icon
6 countries covered
eBay Ecommerce Product Ratings & Reviews Data 10 years of historical data icon
10 years of historical data
Scrape online reviews and ratings from AliExpress simply with an API. No need to code or configure crawlers.
Unwrangle: AliExpress Ratings & Reviews Data (Supply Side Ecommerce Data inc. Europe, Russia, Africa) 10K reviews per request icon
10K reviews per request
Unwrangle: AliExpress Ratings & Reviews Data (Supply Side Ecommerce Data inc. Europe, Russia, Africa) 100% structured icon
100% structured
Unwrangle: AliExpress Ratings & Reviews Data (Supply Side Ecommerce Data inc. Europe, Russia, Africa) 107 countries covered icon
107 countries covered
Unwrangle: AliExpress Ratings & Reviews Data (Supply Side Ecommerce Data inc. Europe, Russia, Africa) 10 years of historical data icon
10 years of historical data
Scrape online reviews and ratings from Costco.com simply with an API. No need to code or configure crawlers.
Unwrangle: Costco Product Reviews & Ratings Data (Ecommerce Data for Costco.com in USA) 5K reviews per request icon
5K reviews per request
Unwrangle: Costco Product Reviews & Ratings Data (Ecommerce Data for Costco.com in USA) 99% Accuracy icon
99% Accuracy
Unwrangle: Costco Product Reviews & Ratings Data (Ecommerce Data for Costco.com in USA) USA covered icon
USA covered
Unwrangle: Costco Product Reviews & Ratings Data (Ecommerce Data for Costco.com in USA) 2 years of historical data icon
2 years of historical data

Unwrangle Pricing & Cost

Learn about Unwrangle’s prices, subscription cost, and API pricing.

Pricing starting at 10k credits for $12.
10 credits per request and 1 credit deducted for each review returned.

Unwrangle’s APIs and datasets range in cost from $10 / 100,000 credits (10 credits per request, 1 credit per review) to $99 / 100k credits. Unwrangle offers free samples for individual data requirements. Get talking to a member of the Unwrangle team to receive custom pricing options, information about data subscription fees, and quotes for Unwrangle’s data offering tailored to your use case.

Unwrangle Reviews

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About Unwrangle

Learn more about Unwrangle’s data sources, use cases, and integrations.

Unwrangle in a Nutshell

Making review monitoring manageable and helping companies that receive and care about customer reviews to harness the potential of this valuable but hard to extract dataset.

We collect external data for you so you can focus your energy on learning and deriving insights from the data.

Headquarter
India

Geo Coverage

Africa (58)
Algeria
Angola
Benin
Botswana
Burkina Faso
Burundi
Cabo Verde
Cameroon
Central African Republic
Chad
Comoros
Congo
Congo (Democratic Republic of the)
Côte d'Ivoire
Djibouti
Egypt
Equatorial Guinea
Eritrea
Ethiopia
Gabon
Gambia
Ghana
Guinea
Guinea-Bissau
Kenya
Lesotho
Liberia
Libya
Madagascar
Malawi
Mali
Mauritania
Mauritius
Mayotte
Morocco
Mozambique
Namibia
Niger
Nigeria
Rwanda
Réunion
Saint Helena, Ascension and Tristan da Cunha
Sao Tome and Principe
Senegal
Seychelles
Sierra Leone
Somalia
South Africa
South Sudan
Sudan
Swaziland
Tanzania, United Republic of
Togo
Tunisia
Uganda
Western Sahara
Zambia
Zimbabwe
Asia (51)
Afghanistan
Armenia
Azerbaijan
Bahrain
Bangladesh
Bhutan
Brunei Darussalam
Cambodia
China
Cyprus
Georgia
Hong Kong
India
Indonesia
Iran (Islamic Republic of)
Iraq
Israel
Japan
Jordan
Kazakhstan
Korea (Democratic People's Republic of)
Korea (Republic of)
Kuwait
Kyrgyzstan
Lao People's Democratic Republic
Lebanon
Macao
Malaysia
Maldives
Mongolia
Myanmar
Nepal
Oman
Pakistan
Palestine, State of
Philippines
Qatar
Saudi Arabia
Singapore
Sri Lanka
Syrian Arab Republic
Taiwan, Province of China
Tajikistan
Thailand
Timor-Leste
Turkey
Turkmenistan
United Arab Emirates
Uzbekistan
Vietnam
Yemen
Europe (51)
Albania
Andorra
Austria
Belarus
Belgium
Bosnia and Herzegovina
Bulgaria
Croatia
Czech Republic
Denmark
Estonia
Faroe Islands
Finland
France
Germany
Gibraltar
Greece
Guernsey
Holy See
Hungary
Iceland
Ireland
Isle of Man
Italy
Jersey
Latvia
Liechtenstein
Lithuania
Luxembourg
Macedonia (the former Yugoslav Republic of)
Malta
Moldova (Republic of)
Monaco
Montenegro
Netherlands
Norway
Poland
Portugal
Romania
Russian Federation
San Marino
Serbia
Slovakia
Slovenia
Spain
Svalbard and Jan Mayen
Sweden
Switzerland
Ukraine
United Kingdom
Åland Islands
North America (10)
Canada
Costa Rica
El Salvador
Greenland
Guatemala
Honduras
Mexico
Nicaragua
Panama
United States of America
Oceania (25)
American Samoa
Australia
Cook Islands
Fiji
French Polynesia
Guam
Kiribati
Marshall Islands
Micronesia (Federated States of)
Nauru
New Caledonia
New Zealand
Niue
Norfolk Island
Northern Mariana Islands
Palau
Papua New Guinea
Pitcairn
Samoa
Solomon Islands
Tokelau
Tonga
Tuvalu
Vanuatu
Wallis and Futuna
South America (42)
Anguilla
Antigua and Barbuda
Argentina
Aruba
Bahamas
Barbados
Bolivia (Plurinational State of)
Bonaire, Sint Eustatius and Saba
Brazil
Cayman Islands
Chile
Colombia
Cuba
Curaçao
Dominica
Dominican Republic
Ecuador
Falkland Islands (Malvinas)
French Guiana
Grenada
Guadeloupe
Guyana
Haiti
Jamaica
Martinique
Montserrat
Paraguay
Peru
Puerto Rico
Saint Barthélemy
Saint Kitts and Nevis
Saint Lucia
Saint Martin (French part)
Saint Vincent and the Grenadines
Sint Maarten (Dutch part)
Suriname
Trinidad and Tobago
Turks and Caicos Islands
Uruguay
Venezuela (Bolivarian Republic of)
Virgin Islands (British)
Virgin Islands (U.S.)

Use Cases

  • Macro & Micro Trend Analysis
  • Ecommerce Profile Enrichment with Market Consumer Insights.
  • Product development insights
  • Competitor Intelligence
  • Sentiment Analysis
  • Deal Recognition & Due Diligence
  • Review Prediction
Show 12 more

Data Sources & Collection

Popular review platforms like Amazon, Yelp, Tripadvisor, Apple App Store, Google Maps, etc.

Data is collected using sophisticated scraping techniques that avoid bot detection and CAPTCHAs.

Results comprise of clean data with a consistent object schema.

What are you looking for?

Raunaq
from Unwrangle is ready to assist you
100% Response rate

Frequently asked questions about Unwrangle

What does Unwrangle do?

Scrape online reviews without worrying about crawlers, headless browsers, proxies or CAPTCHAS. Focus on your main business and use our REST api.

How much does Unwrangle cost?

Unwrangle’s APIs and datasets range in cost from $10 / 100,000 credits (10 credits per request, 1 credit per review) to $99 / 100k credits. Unwrangle offers free samples for individual data requirements. Get talking to a member of the Unwrangle team to receive custom pricing options, information about data subscription fees, and quotes for Unwrangle’s data offering tailored to your use case.

What kind of data does Unwrangle have?

AliExpress Data, Brand Sentiment Data, Consumer Marketing Data, Consumer Purchase Data, and 18 others

What data does Unwrangle offer?

Customer review data form any platform on the web. We’re releasing 2-3 new platforms every week.

How does Unwrangle collect data?

Popular review platforms like Amazon, Yelp, Tripadvisor, Apple App Store, Google Maps, etc. Data is collected using sophisticated scraping techniques that avoid bot detection and CAPTCHAs. Results comprise of clean data with a consistent object schema.

What are the best use cases for Unwrangle’s data?

Macro & Micro Trend Analysis Ecommerce Profile Enrichment with Market Consumer Insights. Product development insights Competitor Intelligence Sentiment Analysis Deal Recognition & Due Diligence Review Prediction