Gelbe Seiten Scraper (Pay‑Per‑Result)

Turn Gelbe Seiten (gelbeseiten.de) into a clean, ready‑to‑use German business lead and company intelligence dataset — with pay‑per‑result pricing.

This actor is built for agencies, automation builders, and data teams that want high‑quality German business listings without committing to a monthly plan. You only pay for successfully extracted, deduplicated company records.

🔁 Looking for unlimited bulk scraping? If you prefer flat‑rate pricing for large or recurring workloads, see the Gelbe Seiten Scraper (Rental) version.

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🚀 Built for agencies & data workflows

This scraper balances depth, reliability, and transparent pricing, making it ideal for pipeline ingestion, market research, and lead generation.

• Pay per result You are charged only for each unique business listing written to the dataset — no subscription required.

• One listing = one result Each Gelbe Seiten listing is emitted once and deduplicated automatically, so datasets stay clean even across repeated runs.

• Rich contact information Emails, phone numbers, websites, addresses, and opening hours are extracted wherever available — ideal for lead generation and enrichment workflows.

• Deep profile extraction In addition to basic listing data, the actor extracts reviews, images, services, industries, FAQs, social links, and optional Booking.com metadata when present.

• No hard page limit The scraper automatically paginates through all available results and stops when the directory is exhausted.

• Built for unattended runs Resilient against malformed data, restarts, and migrations. The actor resumes where it left off and avoids re‑scraping the same listing twice.

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🎯 Typical use cases

• Local Lead Generation – Build German business lead lists by category and location
• Sales & Marketing – Extract verified contact data for outreach campaigns
• Market & Competitor Research – Analyze industries, services, and customer reviews
• Data Enrichment – Augment existing datasets with addresses, ratings, and business metadata
• Automation Agencies – Feed Gelbe Seiten data directly into pipelines or CRMs

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⚙️ Input

Parameter	Type	Default	Description
query	string	—	Search term you’d type on Gelbe Seiten (required).
location	string	—	Location to search in (optional). Defaults to all of Germany.
sort	string	—	Sort order (relevance or bewertung). Defaults to Gelbe Seiten behavior.
maxPages	number	—	Maximum number of pages to scrape. If not set, all pages are processed.

Example:

{
  "query": "Elektriker",
  "location": "Berlin"
}

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📦 Output: structured business records

Each dataset row represents one unique Gelbe Seiten business listing. Results are deduplicated at source and written in a consistent, schema‑validated format suitable for spreadsheets, CRMs, and automated pipelines.

⭐ Commonly used fields

• name
• email
• phone
• website
• address
• rating, ratingCount
• industries, services
• openingHours

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🛡️ Reliability & guarantees

• Pay only for successfully extracted results
• Strongly typed, schema‑validated output
• Safe to stop and restart without duplicating data
• Continues scraping even if individual fields are missing

If Gelbe Seiten changes page structure or fields, the actor is updated accordingly to maintain consistent output.

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👥 Who this actor is for

• Agencies & Sales Teams – Pay only for the leads you actually extract
• Automation Builders – Low‑commitment data source for pipelines and CRMs
• Researchers & Analysts – Structured access to German business listings
• Users testing Gelbe Seiten data – No subscription required

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💬 Support

Questions, edge cases, or feature requests?

Open a support ticket or attach a failing run log — we’ll take care of it.