Managed Data Extraction

Hotfrog Directory Scraping

Collect public Hotfrog directory listings with managed extraction, cleanup, deduplication, and file delivery.

Managed Extraction
Public Data Only
Cleaned & Deduplicated
Multiple Formats
Manual QA Review

Managed Workflow

Built around your data request

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Public Data Only

Lawful, publicly available sources

Quality Assured

Cleaned, deduplicated, reviewed

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Ready to Use

CSV, Excel, JSON, Google Sheets

What's Included

End-to-End Managed Data Extraction

Every service page is generated from structured content and includes scoping, extraction, cleaning, QA, and delivery.

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Scoping & Planning

We review the source, approved fields, output structure, timeline, and delivery format before starting.

Managed Extraction

We build and run an extraction workflow tailored to the approved public sources and data requirements.

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Data Cleaning

We normalize columns, standardize formats, and remove malformed or incomplete values where possible.

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Deduplication & QA

Deliveries are reviewed for duplicates, missing fields, inconsistent naming, and unexpected row counts.

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Formatted Delivery

Receive your dataset in CSV, Excel, JSON, Google Sheets-ready, or another agreed format.

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Recurring Support

For recurring work, we keep the schema stable so new files can be compared, appended, or imported.

Who This Is For

Built for Business Teams That Need Data

This service is for sales teams, research teams, agencies, local market analysts, and operations teams that need business listings from Hotfrog or similar public directories.

It is useful for targeted lead research, local business mapping, vendor discovery, and directory data enrichment projects.

Data Types

What Data Can Be Collected

The exact fields depend on source structure, public availability, compliance review, and intended business use.

Hotfrog projects can collect public business names, categories, descriptions, phone numbers, websites, addresses, city and region fields, profile URLs, and other visible listing details.

Scraping Geek does not collect private data, login-protected data, or restricted personal information. Every project is reviewed before acceptance.

Business name Category Description Website Phone number Address City Region Postal code Hotfrog profile URL Source URL
Use Cases

How Businesses Use This Service

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Local list building

Collect businesses by public directory category and location.

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Market research

Compare business types and directory coverage across regions.

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Enrichment

Add directory profile URLs, categories, and public contact fields to existing records.

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Vendor discovery

Identify public business profiles in selected industries.

Deliverables

Clean Data, Your Way

Every dataset is cleaned, structured, and delivered in the format your team prefers.

Scraping Geek can deliver Hotfrog datasets as CSV, XLSX, or Google Sheets-ready files with normalized columns, source URLs, and deduplicated records.

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CSV
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XLSX
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Google Sheets-ready files
How It Works

Our Process

A streamlined workflow from request to delivery.

Review

We review source URLs, categories, locations, and requested fields.

Scope

We define the approved field list, expected volume, and delivery format.

Extract

We collect public listing data from the approved Hotfrog pages.

Clean

We normalize company names, categories, locations, and duplicates.

Deliver

We provide the final structured dataset.

Quality Assurance

Quality Checks on Every Delivery

Hotfrog datasets are checked for duplicate listings, missing business names, malformed URLs, inconsistent category labels, and location formatting problems.

If multiple locations or categories are collected, Scraping Geek can include source category and source URL fields for auditability.

Compliance

Responsible Data Collection

Every Hotfrog directory scraping request is reviewed before acceptance. Projects must be based on client-provided public URLs, searches, categories, locations, or listings with lawful source access.

We do not collect private records, login-protected data, sensitive data, or restricted information. Some fields may be omitted if unavailable or unsuitable for collection.

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Public Data Only

Lawful, publicly available sources

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Project Review

Every project assessed before start

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No Private Data

Login-protected content excluded

Careful Scope

Requests may be limited or declined

FAQ

Frequently Asked Questions

Yes. Category, search, or location URLs can be reviewed during scoping.

Public websites and phone numbers can be included when available and suitable for collection.

Yes. Hotfrog data can be combined with other approved public directory sources when the schema is aligned.

Yes. Cleanup, deduplication, and formatting are part of the managed delivery workflow.

Get Started

Request a Hotfrog Directory Scraping Quote

Tell us about your project. We'll respond within 24 hours.

Example: business listings, product data, prices, reviews, job postings, real estate listings, or another public dataset.
List the columns you want in the delivered dataset, such as name, URL, category, price, address, phone, rating, or source URL.
An estimate is enough, such as 500 records, 10,000 products, all listings in selected cities, or not sure yet.
Share the target delivery date or timing, if one exists.
Describe the project, source context, delivery expectations, filters, and any important requirements.
Optional. Upload a sample input, desired output format, or reference file. Do not upload private or sensitive data.
24-Hour Response
🔒 No Obligation
📄 NDA Available
Free Scoping