Gelbe Seiten Business Listings, Reliably Scraped
Stop fighting Gelbe Seiten's anti-bot stack manually. Send the URL, get the data back. JS rendering, proxy rotation, and bot detection handled in a single request.
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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 Gelbe Seiten
Gelbe Seiten, Germany's yellow pages directory, gets scraped for three things: service provider records for lead generation, customer feedback, and business ratings for market analysis.
Collect service provider data
Extracting service provider data with Gelbe Seiten Scraper enables accurate lead generation and competitive benchmarking, enhancing strategic business insights.
Gather customer feedback
Utilizing customer feedback helps improve service offerings and optimize product strategies, driving enhanced business performance and market relevance.
Extract business ratings
Extracting business ratings provides valuable insights for market analysis, enabling informed decisions on positioning, strategy, and service improvements.
Transparent Gelbe Seiten Scraper API pricing
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How Gelbe Seiten API works
Manually collecting data from Gelbe Seiten 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). Each Gelbe Seiten scrape becomes a single function call. No proxy rotation, no headless Chrome to manage.
Pass any Gelbe Seiten URL to our endpoint along with your API key. We handle the page rendering and bot bypass, you receive parsed HTML or structured JSON.
When Gelbe Seiten pages need 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.
Gelbe Seiten Scraper API - From URL to Structured Gelbe Seiten Data
Pull Gelbe Seiten business directory pages at scale. Business name, category, address, phone, website, opening hours, and ratings all parse in one call across German markets.
Use AI to scrape Gelbe Seiten listings efficiently, extracting valuable business data directly from the platform.
AI Web Scraping
Use our API to capture screenshots from Gelbe Seiten, enabling you to extract and enhance data directly from this directory platform.
Screenshot API
Scrape Google search to extract relevant listings from Gelbe Seiten, enabling you to efficiently gather business information directly from search results.
Explore Google Search API
Utilize the JavaScript feature to execute actions on web pages, ensuring complete content loading for comprehensive data extraction and deeper insights from the platform.
JavaScript Scraping API
Scrape Gelbe Seiten to receive structured data, enabling enhanced data analysis and integration for your projects in a clean, LLM-ready format.
Markdown Scraper API
Scrape data from Gelbe Seiten by automating your scraping workflows with n8n and our API, empowering you to efficiently extract vital information.
n8n 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.
Public Gelbe Seiten Data. Parsed and Structured
Every Gelbe Seiten listing returns business name, category, address, phone, website, opening hours, ratings, and customer reviews.
Setup in Under Five Minutes
Working code samples per language. Test in the dashboard request builder first, then drop the generated snippet into your codebase.
DocumentationFrom Gelbe Seiten URL to Clean JSON
Hand us a Gelbe Seiten URL. We render, parse, and return business listings, ratings, contact info, categories, and locations, no HTML parsing on your side.
Web Scraping API
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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.
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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.
Gelbe Seiten Scraper FAQs
Anything that renders on the public page. Use extract_rules with CSS selectors or ai_extract_rules for AI-driven extraction to get structured JSON back.