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Google Local Results

Google Local Results web scraping tutorials made in any language.

Bridging Google Local API and Google Maps API
Google Maps

Bridging Google Local API and Google Maps API

If you’ve ever tried to get structured business or location data from Google Maps or Google Local, you’ve probably run into roadblocks like inconsistent data or time constraints for researching so many locations. That’s where SerpApi comes in. At SerpApi we scrape structured search engine results from

  • Autumrose Stubbs
Autumrose Stubbs Sep 30, 2025 • 12 min read
LLMs vs SerpApi: A Comparative Analysis of the Webscraping Capabilities
serpapi

LLMs vs SerpApi: A Comparative Analysis of the Webscraping Capabilities

In this writing, we are going to compare current Open Source and Paid Large Language Models, ChatGPT and SerpApi for a technical task that requires a precise and fast solution. We will make a comparison by extracting different parts of the visible text from Google Local Results.

  • Emirhan Akdeniz
Emirhan Akdeniz Jan 26, 2023 • 11 min read
AI ML

How to Benchmark ML Implementations on Rails

This week we'll showcase how we benchmark our ML implementation we developed for SerpApi's Google Local Pack Scraper API on Rails. Low Accuracy Benchmark for Overall Parsing Process (100 times) We will use the same queries we used in last week's blog post to

  • Emirhan Akdeniz
Emirhan Akdeniz Mar 16, 2022 • 9 min read
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APIs

  • Google Search API
  • Google Light Search API
  • Google AI Mode API
  • Google AI Overview API
  • Google Ads Transparency API
  • Google Autocomplete API
  • Google Events API
  • Google Finance API
  • Google Finance Markets API
  • Google Flights API
  • Google Flights Autocomplete API
  • Google Forums API
  • Google Hotels API
  • Google Hotels Autocomplete API
  • Google Hotels Photos API
  • Google Hotels Reviews API
  • Google Images API
  • Google Images Light API
  • Google Immersive Product API
  • Google Jobs API
  • Google Lens API
  • Google Local API
  • Google Local Services API
  • Google Maps API
  • Google Maps Autocomplete API
  • Google Maps Contributor Reviews API
  • Google Maps Directions API
  • Google Maps Photos API
  • Google Maps Posts API
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  • Google Play Books API
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  • Google Play Store API
  • Google Related Questions API
  • Google Reverse Image API
  • Google Scholar API
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  • Google Short Videos API
  • Google Travel Explore API
  • Google Trends API
  • Google Trends Autocomplete API
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  • Amazon Search API
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  • Apple App Store API
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  • DuckDuckGo Search API
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  • OpenTable Reviews API
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  • Walmart Search API
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  • Yahoo! Search API
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