Local SERP Results in Structured JSON
Stop fighting SERP local-results anti-bot stacks manually. Send the URL, get the data back. JS rendering, proxy rotation, and bot detection handled in a single request.
Key Benefits:
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based on 100+ reviews.
Mike Ritchie
CEO @ SeekWell
ScrapingBee simplified our day-to-day marketing and engineering operations a lot. We no longer have to worry about managing our own fleet of headless browsers, and we no longer have to spend days sourcing the right proxy provider
How Developers Use Local Results
Developers pull Google local results data for three reasons: extracting business addresses, tracking daily foot traffic, and monitoring local-pack visibility across queries.
Explore local business addresses
Extract structured local business address data to improve lead targeting and competitor mapping for precise business placement strategies.
Track daily foot traffic
Monitor daily foot traffic to analyze customer trends and optimize store layout or marketing strategies effectively.
Monitor service availability
Capture which businesses appear in local-pack and map-pack results across queries. Useful for tracking local-SEO visibility shifts.
Transparent Local Results Scraper pricing
Cancel anytime, no questions asked!
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How it works
Manually collecting Local Results data is slow, limited and hard to scale. That's why more and more teams choose our API.
Create an account - get instant access to API key and 1,000 free credits to get started
Install our Python SDK (or Node, Go, PHP, Ruby - pick your stack). Pulling local search results becomes a single function call per page. No proxy rotation, no headless Chrome to manage.
Send the Local Results URL with your API key as a parameter. Our renderer executes the page in a real browser, rotates the IP, and returns the response your scraper can act on.
When scraping local search results needs more, gain advanced parameters. render_js for JavaScript, stealth_proxy for CAPTCHAs, country_code for geo-targeting, ai_extract_rules for natural-language data extraction.
Local Results Scraper - Built for Local-SERP Anti-Bot Stacks
Pull local-search results at scale. Business name, address, phone, hours, rating, category, and map position all parse in one call across geographies.
Enhance data accuracy with CSS-focused AI selectors, reducing processing time for efficient local results extraction.
AI Web Scraping
Capture Local Results visuals instantly. Useful for visual verification.
Screenshot Scraper
Use our specialized API to extract Google search data with ease and precision, empowering strategic decision-making.
Explore Google Search Scraper
Simulating user interactions using JavaScript, allowing access to dynamic content efficiently to improve data scraping.
JavaScript Scraper
Pull local-search result pages as clean Markdown, ready to feed into an LLM for local-business aggregation or SEO research workflows.
Data Scraping Tool
Scrape local search results by automating local-SEO monitoring workflows with n8n and our API. No scraper code required.
No Code Scraper
Trusted by 4,000+ developers and data teams
Scraping is 50% dealing with ever-changing HTML files and 50% massaging data into a useable format. ScrapingBee’s incredible AI feature can do both much better than I ever could. Now I can spend 100% of my time on what matters most; my business.
Arvid Kahl,
Founder at Podscan
ScrapingBee helps us to retrieve information from sites that use very sophisticated mechanism to block unwanted traffic, we were struggling with those sites for some time now and I'm very glad that we found ScrapingBee.
Anton R,
CTO
ScrapingBee clear documentation, easy-to-use API, and great success rate made it a no-brainer.
Dominic Phillips,
Co-Founder at CodeSubmit
I'm a PhD candidate with absolutely no web scraping experience and needed to scrape some data for a dissertation project. ScrapingBee helped me get the job done quickly and easily. Excellent customer support too. Couldn't be happier!
Sam,
PhD candidate
So easy to set-up, straightforward and performance. They are reachable and kind, they introduced us properly their tool and offered the best solution for our need.
Maxime Y,
Product Manager @ NordFolk
Great SaaS tool for legitimate scraping and data extraction. ScrapingBee makes it easy to automatically pull down data from the sites that publish periodic data in a human-readable format.
Andy Hawkes,
Founder at Loadster
Good experience. I found this proxy service more effective compared to previous ones that were being used. It is fast and efficient.
Aayushi,
Senior analyst
Fantastic service: works flawlessly, best support I've experienced. It just works: and its parsing meta-language is wonderfully powerful. Most importantly, the support I've received has been superlative.
Mike P.,
VP
Excellent service, glad we made the switch! We could always dedicate resources and build our own systems for everything... or we could simply call the scrapingBee API and focus on the data. It makes our work so much easier.
Daniel L,
Lead dev
Recognized for excellence
in web scraping
You're in great company
3,500+ developers use ScrapingBee to handle proxies, browsers, and anti-bot bypass.
The Local Results Surface. Mapped
Every local-results page returns business name, address, phone, hours, rating, review count, category, and map-pack position.
Setup in Under Five Minutes
Code samples in every major language: Python, Node.js, Ruby, PHP, Go, cURL. Plus a request builder in the dashboard for testing without writing code.
DocumentationTurn Local Results Pages Into Queryable Data
Pass any SERP URL with local results to our endpoint. Our renderer executes the page's JS and returns parsed data, extract_rules for CSS selectors, ai_extract_rules for AI-driven extraction.
Web Scraper
ScrapingBee in numbers
Developer Experience
Top-rated support &
documentation
Our team is here to guide you when you need the extra assistance. And we're constantly working on new features to make your life easier.
Fantastic documentation
Take a look at our documentation and get started in minutes!
Code samples
Whatever the programming language you enjoy, we have written code examples in Java, Python, Go, PHP, cURL and JavaScript.
Knowledge base
Our extensive knowledge base covers the most frequent use cases with code samples.
Exceptional support
Fast, engineer-led support via live chat or email
Explore web scraping insights
Check out our documentation to find out more on how to utilise our API for your scraping needs.
AI Data Extraction
JS Rendering
Stealth Proxy
Screenshots
Custom Cookies
Download Images
More markets. More opportunities.
Expand your data collection beyond this scraper.
Why ScrapingBee?
The most reliable web scraping API, trusted by 4,000+ developers worldwide.
- Data analysts
- Growth teams
- Developers
- E-commerce businesses
GDPR and CCPA compliant
ScrapingBee does not collect or store personal data from scraped sites unless their user explicitly requests it.
CAPTCHA bypass capacity
We handle proxy rotation to avoid IP-based blocking. With headless browser rendering, we mimic real user browsing behaviour and reduce the blocking risk.
Scalable
The platform scales smoothly with thousands of headless browsers and rotating proxies, ensuring fast, reliable performance even during traffic spikes.
Speed and accuracy
We deliver fast, reliable results in 1-5 seconds with high accuracy across most sites, even JavaScript-heavy ones.
Local Results Scraper FAQs
Pass render_js=true on the request. We run the page in a real headless browser, execute the JS server-side, and return the post-render HTML.