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ScrapeLinkedInLinkedInprofiles by search term
Scrape LinkedIn profiles by search term. Extract Google Maps business listings and reviews. Collect Facebook pages, groups and posts. Scrape Instagram profiles, reels and comments. Extract TikTok posts and creator profiles. Collect YouTube channels and video data. Scrape X / Twitter profiles and posts. Extract Indeed job listings and salaries. Collect Yelp business reviews and ratings.
Home/Data Points/Star Ratings & Scores
7 scrapers

Scrape Star Ratings & Review Scores from Business Platforms

Extract star ratings, review scores, and quality metrics from Glassdoor, Yelp, and Indeed. Compare businesses, track reputation changes, and build rating databases.

Scrapers that return star ratings & scores data

These 7 scrapers include star ratings & scores fields in their output.

pages-and-profiles
Facebook

Facebook Pages & Profiles

1cr/row
25 fields
listings
Google Maps

Google Maps Listings

1cr/row
31 fields
products
Google

Google Shopping Products

1cr/row
17 fields
search
Google

Google Shopping Search

1cr/row
15 fields
search

Google Hotels Search

1cr/row
16 fields
companies

VentureRadar Companies

1cr/row
20 fields
businesses
Yelp

Yelp Business Profiles

1cr/row
29 fields

Matched fields by scraper

Which star ratings & scores fields each scraper returns, with types and example values.

FacebookFacebook Pages & Profiles
1 credit / rowView scraper
FieldTypeDescriptionExample
ratingnumberAverage rating score (typically out of 5)4.3
Google MapsGoogle Maps Listings
1 credit / rowView scraper
FieldTypeDescriptionExample
ratingnumberAverage rating score (typically out of 5)4.3
Google ShoppingGoogle Shopping Products
1 credit / rowView scraper
FieldTypeDescriptionExample
ratingnumberAverage rating score (typically out of 5)4.3
Google ShoppingGoogle Shopping Search
1 credit / rowView scraper
FieldTypeDescriptionExample
ratingnumberAverage rating score (typically out of 5)4.3
Google HotelsGoogle Hotels Search
1 credit / rowView scraper
FieldTypeDescriptionExample
ratingnumberAverage rating score (typically out of 5)4.3
review_countstringThe total number of reviewssample_review_count
VentureRadarVentureRadar Companies
1 credit / rowView scraper
FieldTypeDescriptionExample
scorenumberPopularity/innovation scoresample_score
YelpYelp Business Profiles
1 credit / rowView scraper
FieldTypeDescriptionExample
overall_ratingnumberThe overall rating of the businesssample_overall_rating

Frequently Asked Questions

Common questions about Star Ratings & Scores

Ready to extract star ratings & scores?

Check our step-by-step guides for each scraper, or browse all available data points.

How-to guidesAll data points

Browse by Platform

Facebook Scrapers

Browse all Facebook data extraction scrapers and tools.

Google Maps Scrapers

Browse all Google Maps data extraction scrapers and tools.

Google Shopping Scrapers

Browse all Google Shopping data extraction scrapers and tools.

Google Hotels Scrapers

Browse all Google Hotels data extraction scrapers and tools.

VentureRadar Scrapers

Browse all VentureRadar data extraction scrapers and tools.

Yelp Scrapers

Browse all Yelp data extraction scrapers and tools.