Local sales teams
Prospect discovery
Favorable to scraping
Scrape Gelbe Seiten by service and city, then qualify rows by phone, address, hours, and detail URL before any CRM enrichment or outreach step.
Directories$50Free
Gelbe Seiten Scraper for Listing CSV Exports
This Gelbe Seiten scraper turns German business-directory search results into a structured CSV. Import the template into the UScraper local desktop app, add keyword/location URLs such as manager/hamburg or arzt/berlin, and export listing titles, opening hours, phone numbers, addresses, detail URLs, keyword pairs, and scrape timestamps without writing code.
Output
CSV
Columns
7
Input
Keyword pairs
Market
Germany
Template
Free import
At a glance
Export Gelbe Seiten listings by keyword and city
Keyword/location searches you control
Add Gelbe Seiten search URLs that match the pairs your team cares about, such as category plus city. Each row keeps the source pair in schluesselwort, so you can filter exports by market later.
Load-more loop built in
The workflow checks whether the listing page still exposes a load-more control, clicks it, waits briefly, and loops until no more visible results are available.
Contact-ready CSV fields
Export business title, opening hours, phone number, address, detail URL, keyword pair, and scrape time into a fixed schema for spreadsheet review.
Local desktop custody
The browser automation runs in the desktop app and the CSV lands in the folder you configure, which helps teams keep prospecting inputs and exports out of hosted scraper dashboards.
Who uses it
Built for German directory research
Agencies
Market audits
Favorable to scraping
Export Gelbe Seiten listings for categories such as clinics, trades, retailers, and B2B services, then compare coverage across cities in one spreadsheet.
Researchers
Directory snapshots
Nuanced outcome
Download Gelbe Seiten results for approved research batches where the useful deliverable is a timestamped local CSV, not a black-box cloud actor.
How to use
Run the Gelbe Seiten scraper template
1
Download and import
Use the download button for the hosted JSON template, then import it into UScraper.
2
Edit keyword-pair URLs
Open the Navigate block and add approved Gelbe Seiten search URLs, for example https://www.gelbeseiten.de/suche/arzt/berlin.
3
Confirm the export path
Structured Export writes gelbe-seiten-listing-scraper-cloud.csv with headers and append mode. Change the save folder before long runs.
4
Run a small test
Let UScraper navigate, wait, click load more until results stop, and export the visible listing cards.
5
Open and review the CSV
Check row counts, sample phone numbers, blank fields, and keyword-pair labels before using the file downstream.
Automation flow inside the template
- 1
Navigate
Opens each configured Gelbe Seiten search URL in sequence.
- 2
Wait and detect results
Waits for page load and listing-card elements before the pagination loop starts.
- 3
Expand result pages
Clicks the visible load-more button, sleeps for two seconds, and checks again until the control is gone.
- 4
Export and continue
Appends listing rows to CSV, then advances to the next keyword/location URL.
Output preview
What the Gelbe Seiten CSV looks like
gelbe-seiten-listing-scraper-cloud.csvColumn
titel
Business or listing title from the result card.
Column
oeffnungszeiten
Opening-hours text when the listing exposes it.
Column
telefonnummer
Phone number from tel links, phone blocks, or visible listing text.
Column
adresse
Street, postal code, and city text when available.
Column
url
Resolved Gelbe Seiten detail-page URL.
Column
schluesselwort
Keyword and city pair parsed from the current search URL.
Column
scrapen_zeit
Timestamp added when the row is exported.
Sample rows
2 of many
| titel | oeffnungszeiten | telefonnummer | adresse | url | schluesselwort | scrapen_zeit |
|---|---|---|---|---|---|---|
| Praxis Dr. Beispiel | Heute geoeffnet 08:00-18:00 | 030 1234567 | Musterstrasse 12, 10115 Berlin | arzt;berlin | 2026-06-02 15:00 | |
| Manager Beratung Hamburg GmbH | Mo-Fr 09:00-17:00 | 040 9876543 | Beispielweg 8, 20457 Hamburg | manager;hamburg | 2026-06-02 15:04 |
Columns mirror the bundled Structured Export block; sample rows are illustrative.
For adjacent workflows, compare this page with the Yellow Pages Listing CSV Scraper, Goudengids Scraper Netherlands, Gulesider Scraper, or the full UScraper template library.
Frequently asked questions
Public directory listings can still be governed by Gelbe Seiten terms, robots rules, database rights, privacy law, and anti-abuse controls. Use modest volume, respect technical safeguards, avoid collecting or reselling personal data without a lawful basis, and get legal review before commercial outreach or redistribution.
Before you run
Practical limits for Gelbe Seiten extraction
Limits worth checking before large exports
Pacing
Directory sites may challenge aggressive automation
Start with a few keyword pairs, avoid parallel runs, and pause if the browser shows verification or unusual blocking. A slower schedule is easier to maintain than a noisy one.
Layout drift
Listing selectors may need maintenance
The template uses best-effort selectors for result cards, load-more buttons, and visible contact fields. Empty titles, missing URLs, or repeated blank rows usually mean the page layout changed.
Policy
Treat business contact data responsibly
Phone numbers, addresses, and profile URLs may be public, but outreach, resale, retention, and enrichment can still be regulated. Review Gelbe Seiten rules, robots guidance, and your internal data policy.
Download the hosted JSON template from this page, install the desktop app from uscraper.io/download, and use this workflow whenever you need Gelbe Seiten to CSV without rebuilding local business lists by hand.
Get Started
Download and use this template instantly
$50Free
What's Included
- Template JSON file ready to import
- Pre-configured scraping nodes
- Works with UScraper desktop app
Open-source templates
UScraper templates are open source. Improve this workflow or contribute a new one to help the community grow.
Contribute on GitHubBrowse more templates in the library
All Templates