This Golocal scraping tutorial shows how to turn selected Golocal.de business detail pages into a clean CSV with the Golocal Leads Scraper template for UScraper. You will prepare URLs, import the workflow, set the export path, run a validation batch, and fix common blank-field issues before scaling.
Before you start
Prerequisites for scraping Golocal leads
You need UScraper installed as a local desktop app, a short list of approved Golocal detail URLs, and a folder for the CSV. Start with five to ten records because profile layouts and optional contact fields vary.
Use the official Golocal homepage or Golocal Bauunternehmen category page to find candidates manually. Before automation, review Golocal robots.txt and the Golocal help page. This is a technical guide, not legal advice.
Treat compliance as part of the workflow. Do not bypass access controls, keep request volume modest, and confirm that your intended use of phone, email, or address data is allowed.
Workflow
How the Golocal leads scraper works
The Golocal Leads Scraper for CSV Export template runs Navigate, Wait for Page Load, Wait for Element, Structured Export, Sleep, and Loop Continue. Each configured URL should produce one CSV row, with the source URL preserved for audit and deduplication.
| Workflow block | What it does | What to check |
|---|---|---|
| Navigate | Opens each configured Golocal detail URL | Replace sample URLs with approved business profile pages. |
| Wait for Page Load | Gives the page up to 30 seconds to settle | Keep this wait before editing selectors. |
| Wait for Element | Looks for the detail-page title area | Confirms the page is likely a business profile. |
| Structured Export | Appends fields into the CSV | Confirm headers, append mode, filename, and save folder. |
| Sleep | Adds a one-second pause | Increase pacing for larger batches or slower responses. |
| Loop Continue | Advances to the next URL | Keeps all configured URLs in one run. |
Runbook
How to scrape Golocal business data step by step
Collect approved detail URLs
Build a focused list from Golocal search or category pages. Use direct business profile URLs, not broad category pages.
Replace sample URLs
Open Navigate and replace or extend the urls array. Keep one detail page per URL and deduplicate before running.
Set the export path
In Structured Export, keep golocal-leads-scraper.csv or rename it for the campaign. Change saveLocation to your project folder.
Run one record first
Run a single URL, compare the CSV row against the page, then batch only after the key fields look right.
After the first run, sort by detail_url. Repeats usually mean duplicate input URLs or a restarted append-mode run.
Output
Golocal to CSV export fields
The JSON workflow is the authoritative sample for this template. No CSV sample ships with the bundle, so treat this as the expected export shape rather than a promise that every profile publishes every field.
| Column | What it captures | Validation note |
|---|---|---|
titel | Business name from the profile header or page metadata | Required for a usable row. |
kategorie | Visible category labels near the header | Deduplicate categories during cleanup. |
kundenbewertung | Overall rating value when exposed | May be blank on pages without a visible rating. |
anzahl_der_rezensionen | Review count cleaned to digits | Compare with the visible review count. |
adresse_strasse | Street address | Check punctuation and house numbers. |
postleitzahl | Postal code | Useful for regional filtering. |
addresse_ort | City or locality | The template keeps this spelling for compatibility. |
telefonnummer | Public phone number from tel links or visible text | Spot-check formatting before outreach. |
email | Email address from mailto links | Often blank when the listing does not publish email. |
website | External business website link | Use for dedupe and enrichment checks. |
detail_url | Current Golocal page URL | Keep it as the audit and rerun key. |
Validate the CSV before using the leads
Open the CSV next to the live page and verify records from the beginning, middle, and end. Check names, address parts, phone text, and whether blank optional fields match the page.
| Symptom | Likely cause | Fix |
|---|---|---|
Empty titel | Page did not load a valid detail profile | Reopen the URL and rerun one page. |
| Many blank emails | Golocal profiles often do not show email | Keep blanks; do not infer contact data. |
| Missing phone | Phone module loaded late or markup changed | Increase wait time and retest a single URL. |
| Repeated rows | Duplicate URL list or restarted append run | Deduplicate by detail_url. |
A scraper output is a research file, not a finished sales list. Review blanks, duplicates, opt-out requirements, and source URLs before using the data.
Alternatives
UScraper vs Octoparse, Apify, and other Golocal scraper tools
If you are searching for the best Golocal scraper, decide first whether you need a supervised CSV export or managed cloud infrastructure. UScraper is strongest when you want a local desktop workflow, exact detail URL control, and a CSV you can review immediately.
Octoparse-style templates fit teams already using a hosted no-code scraping suite. Apify actors fit cloud runs, APIs, datasets, or scheduled jobs.
| Option | Best fit | Trade-off |
|---|---|---|
| UScraper local desktop app | Controlled CSV batches from known detail URLs | You manage URL selection, pacing, and validation. |
| Hosted no-code template | Teams already using a cloud scraping workspace | Data and runs pass through that provider. |
| Apify-style actor or API | Scheduled jobs, datasets, and developer integrations | Requires platform setup, account tokens, and provider billing rules. |
Start with the local template when the job is "scrape these approved Golocal profiles and review the CSV." Evaluate cloud tools for scheduling, monitoring, and API access.
FAQ
Golocal leads scraper FAQ
Golocal pages can contain publicly visible business information, but automated collection may still be limited by site terms, robots guidance, database rights, privacy rules, and outreach law. Review the current rules, use modest runs, avoid restricted areas, and get legal advice before using exported leads commercially.
Next step
Download the Golocal leads scraper template
When you are ready to run the tutorial, open Golocal Leads Scraper, import the JSON into UScraper, and validate the first rows. For adjacent workflows, browse the UScraper template library or UScraper blog.