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Yellow Pages Australia Scraper for CSV Export logo

Yellow Pages Australia Scraper for CSV Export

This Yellow Pages Australia scraper exports business listing records into a structured CSV for directory research, supplier discovery, and local market analysis. Import the workflow into the UScraper local desktop app, review the approved listing URLs, and collect title, category, address, telephone, website, rating, and source detail page fields without building a crawler from scratch.

Output

CSV

Columns

12

Loop

8 URLs

Waits

Built in

Template

Free

At a glance

Export Yellow Pages Australia listings without a hosted crawler

The bundled template is configured around a sample battery search near ACT 2914. Because the live search results page can time out and older preview URLs can redirect, this version uses known listing URLs and preserves the search context in every row.

Spreadsheet-ready directory rows

Export Australian business listing data into CSV for Excel, Sheets, CRM import review, enrichment queues, or manual QA.

Multi-URL loop included

The Navigate block contains an editable list of listing URLs and Loop Continue advances through each input without duplicating the workflow.

Local desktop execution

The run happens in your desktop session and writes to a folder you control. The template does not depend on a hosted scraping dashboard.

Source links retained

Every row keeps the Yellow Pages Australia detail page, which makes audits and downstream deduplication easier.

Who this is for

Yellow Pages data extractor use cases

Local agencies

Lead research

Favorable to scraping

Build approved prospect lists by category and suburb, then verify phone, website, and address fields before outreach.

Market researchers

Category snapshots

Favorable to scraping

Download Yellow Pages Australia records for a niche, compare business density across locations, and keep source URLs beside every observation.

Operations teams

Vendor discovery

Nuanced outcome

Collect candidate suppliers from directory listings, then hand a structured file to procurement for qualification and duplicate checks.

Use this template with the Yellow Pages Scraper, Yellow Pages Scraper Cloud, and Contact Details Scraper when you need broader directory collection or follow-up website enrichment. Browse the UScraper template library for sibling workflows.


How to use

Configure the scrape Yellow Pages Australia workflow

1

Download and import

Download the hosted JSON template and import it into UScraper.

2

Review the URL list

Open the Navigate block and replace the sample ACT battery listing URLs with Yellow Pages Australia pages you are allowed to collect.

3

Confirm the export folder

Structured Export writes yellow-pages-australia-scraper-product-listing.csv with headers enabled and append mode on. Change the save location before client or campaign runs.

4

Run the loop

UScraper opens each URL, waits for the page body, applies the normalization step, exports one row, and advances to the next input.

5

Open and QA the CSV

Spot-check several detail pages against the live directory, remove duplicates, and validate phone or website fields before downstream use.

Output preview

What the Yellow Pages Australia CSV includes

yellow-pages-australia-scraper-product-listing.csv
CSV - UTF-8 - Append

Column

keyword

The search topic preserved with the row, such as battery.

Column

location

The sample location/page context, such as ACT 2914 - Page 2.

Column

title

Business title from the directory listing.

Column

category

Visible category, such as Auto Electrician Services.

Column

current_status

Open/closed text when present.

Column

rating

Visible star rating text.

Column

telephone

Primary phone number from the listing.

Column

website

Outbound business website when available.

Column

detail_page

Yellow Pages Australia source listing URL.

Sample rows

2 of many

keywordlocationtitlecategorycurrent_statusratingtelephonewebsitedetail_page
batteryACT 2914 - Page 2The Battery TerminalAuto Electrician ServicesOpen until 6:00pm5 Stars(02) 6251 6627
batteryACT 2914 - Page 2Bob Jane T-MartsTyresOpen until 5:15pm(02) 6253 4256
Headers included - each configured listing URL appends one normalized row
Column groupFieldsWhy it matters
Search contextkeyword, locationKeeps each exported record tied to the query and page batch that produced it.
Business profiletitle, category, subtitle, addressGives reviewers enough context to qualify or dedupe each listing.
Contact and prooftelephone, website, detail_pageSeparates direct contact fields from the source directory URL for audit trails.

FAQ

Frequently asked questions

Yellow Pages Australia listings may be publicly visible, but automated collection can still be limited by the site's terms, robots rules, privacy law, database rights, and marketing regulations. Use modest pacing, avoid bypassing access controls, and get legal review before resale, enrichment, or outbound campaigns.

Before you run

Practical limits and maintenance notes

Guardrails for reliable Yellow Pages Australia exports

Pacing

Avoid aggressive unattended batches

Keep the waits in place, avoid parallel loops against the same directory, and pause if pages slow down or return unusual responses. Polite pacing protects data quality.

Availability

Listings can redirect, disappear, or change shape

Empty titles, missing websites, or early loop exits usually mean a source page moved, the listing no longer exists, or the normalization step needs to be refreshed.

Compliance

Directory data still has usage rules

Review Yellow Pages Australia's terms and local privacy or marketing rules before using exported phone numbers, addresses, ratings, or source links for commercial workflows.

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 GitHub

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