B2B sales teams
Lead sourcing
Favorable to scraping
Build keyword-led lists for Thai restaurants, hotels, consultants, distributors, or service providers, then dedupe and qualify rows before any outreach.
Directories$50Free
Yellow Pages Thailand Scraper for CSV Export
This Yellow Pages Thailand scraper turns keyword searches on yellowpages.co.th into a structured CSV export for business research. Import the workflow into the UScraper local desktop app, replace the sample Thai keyword URLs, and collect company name, address, category, telephone, fax, opening hours, coordinates, business information, products or services, and profile URL without writing code.
Output
CSV
Columns
12
Pagination
Next pages
Input
Keyword URLs
Template
Free
At a glance
Export Thailand business listings from YellowPages.co.th
The template starts with sample yellowpages.co.th searches for restaurants, hotels, technology consulting companies, and business consulting. Replace those URLs with your own approved Thai or English keywords to build territory lists, supplier maps, or category snapshots.
Use it when the deliverable is a reviewable CSV that can be opened in Excel, Sheets, a CRM staging table, or a data-cleaning workflow.
Who it is for
Yellow Pages Thailand CSV use cases
Market researchers
Category mapping
Favorable to scraping
Download Yellow Pages results across multiple business categories to estimate local supplier density, compare city coverage, and identify profile pages worth manual review.
Local SEO agencies
Citation audits
Favorable to scraping
Compare names, phone numbers, addresses, and categories against client records to find stale Thai directory listings or missing profile information.
Pair this workflow with the Yellow Pages Listing CSV Scraper for generic directory research, the OpenStreetMap scraper for POI comparisons, and the Contact Details scraper when you need to enrich public websites after a directory export.
How to use
Configure the scrape Yellow Pages Thailand workflow
2
Replace keyword URLs
Edit navigate.urls with the YellowPages Thailand search URLs you want to run. Keep one URL per keyword so the export can preserve the search term in the keyword column.
3
Check the export folder
Structured Export writes yellow-pages-thailand-scraper.csv with headers enabled and append mode on. Change the save location before client or campaign batches.
4
Run the pagination loop
UScraper opens the page, waits, marks listing containers, exports visible rows, clicks the next-page control when it exists, and repeats.
5
Review the CSV
Open the file, spot-check a few profile URLs against the live directory, and remove duplicate or incomplete rows before loading the data downstream.
Output preview
What the Yellow Pages Thailand CSV includes
yellow-pages-thailand-scraper.csvColumn
keyword
Decoded search query from the current yellowpages.co.th URL.
Column
business_name
Company or listing name detected from the result card.
Column
address
Thai or English address text when visible.
Column
category
Directory category labels joined into one field.
Column
telephone
Phone numbers from tel links or visible card text.
Column
fax
Fax number when the listing exposes it.
Column
opening_hours
Opening time text when printed on the card.
Column
coordinates
Latitude and longitude from visible text or map links when available.
Column
business_info
Summary or description text from the listing card.
Column
products_services
Product or service text when visible.
Column
profile_url
YellowPages Thailand profile page URL.
Column
page_url
Source result page that produced the row.
Sample rows
1 of many
| keyword | business_name | address | category | telephone | fax | opening_hours | coordinates | business_info | products_services | profile_url | page_url |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ร้านอาหาร | Bangkok Garden Restaurant Co., Ltd. | Sukhumvit Road, Khlong Toei, Bangkok 10110 | Restaurants | Thai Food | 02-555-0198 | Open daily 10:00-22:00 | 13.7367, 100.5612 | Thai restaurant and catering service in central Bangkok. | Catering, private dining, delivery | ... |
Headers included - keyword URLs and paginated result pages append into one file
| Column | Why it matters |
|---|---|
| business_name, address, telephone | Core fields for lead review, location checks, and deduping. |
| category, products_services | Useful for segmenting Thailand business listings before outreach or analysis. |
| coordinates, profile_url, page_url | Helps verify source context and trace each row back to the directory page. |
Comparison
Local desktop app export vs cloud YellowPages actors
| Option | Good fit | Trade-off |
|---|---|---|
| UScraper YellowPages Thailand template | Teams that want keyword-based directory exports to local CSV without code | Best for controlled research batches and visible result-page fields |
| Hosted scraping actors | Teams that prefer vendor-managed infrastructure and API runs | Search terms and output pass through a third party and may bill per run or row |
| Manual copy and paste | One-off checks of a few listings | Slow, inconsistent, and hard to repeat across categories or pages |
FAQ
Frequently asked questions
YellowPages Thailand listings may be publicly visible, but automated collection can still be limited by site terms, robots rules, database rights, privacy law, and marketing regulations. Keep runs modest, avoid bypassing access controls, collect only fields you have a legitimate reason to process, and get legal advice before resale or large-scale outreach.
Before you run
Practical limitations and maintenance
Guardrails for reliable exports
Pacing
Avoid aggressive unattended batches
Keep waits in place, avoid many parallel runs, and pause if the site slows down, returns empty pages, or shows verification. Polite pacing makes the export more reliable.
Layout drift
Listing-card markup can change
The template tags likely result containers before export. If YellowPages Thailand changes categories, language variants, or card layouts, update the row-marking and Structured Export blocks before relying on production data.
Compliance
Public business data still has usage rules
Review yellowpages.co.th terms, robots guidance, and applicable Thai or regional privacy rules before using exported phone numbers, addresses, or business descriptions for outreach, enrichment, resale, or profiling.
Download the free template, install the app from UScraper download, and browse more ready-made workflows in the UScraper template library when you need additional directory or search exports.
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
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