Local agencies
Lead research
Favorable to scraping
Build city-and-category lists for approved outreach, then dedupe rows against client CRM data before anyone starts calling or emailing.
Directories$50Free
Yellow Pages Scraper for CSV Export
This Yellow Pages scraper turns YellowPages.com search-result pages into a structured CSV export for local business research. Import the workflow into the UScraper local desktop app, adjust the search term and city, and collect business title, address, phone, website, and listing URL rows without writing a crawler.
Output
CSV
Columns
7
Pagination
Next link
Waits
Built in
Template
Free
At a glance
Export Yellow Pages listings from search results
The bundled template opens https://www.yellowpages.com/search?search_terms=battery&geo_location_terms=Detroit%2C%20MI as a working example. Replace those query parameters with your approved business category and metro before running a production batch.
Spreadsheet-ready business listings
Export Yellow Pages listings into a file that can be reviewed in Excel, Sheets, CRM import tools, or enrichment workflows.
Pagination is already wired
The workflow checks for an enabled Next link, clicks it, waits for fresh result cards, and appends each page into the same CSV.
Local desktop execution
The template runs in your desktop session and writes to a folder you choose. No vendor dashboard is required for the bundled export.
Cleaner result rows
The row selector ignores ad or placeholder containers that do not contain a non-empty business title.
Who it is for
Yellow Pages data extractor use cases
Market researchers
Category snapshots
Favorable to scraping
Download Yellow Pages results for local services, compare business density across cities, and keep the source listing URL beside every row.
Operations teams
Vendor discovery
Favorable to scraping
Collect candidate suppliers by category, spot-check websites and addresses, and hand a clean CSV to procurement for qualification.
Pair this workflow with the Yellow Pages Listing CSV Scraper for a broader directory export, the Contact Details Scraper to enrich collected websites, and the Google SERP Scraper when you want search-engine discovery before a directory pass.
How to use
Configure the scrape Yellow Pages workflow
2
Edit the search URL
In the Navigate block, replace search_terms=battery and geo_location_terms=Detroit%2C%20MI with the category and location you are allowed to collect.
3
Confirm the export folder
Structured Export writes yellow-page-scraper-cloud.csv with headers enabled and append mode on. Change the save location before client-specific or campaign-specific runs.
4
Run the pagination loop
UScraper opens the page, waits for visible business names, exports matching result rows, checks the Next link, clicks it when available, and repeats.
5
Open and review the CSV
Spot-check several listing URLs against the live directory, remove duplicates, and validate phone or website fields before downstream use.
Output preview
What the Yellow Pages CSV includes
The export is intentionally narrow: one row per visible search result and one CSV that grows as pagination advances. The sample below mirrors the configured battery-in-Detroit default so you can see the expected shape before editing the query.
yellow-page-scraper-cloud.csvColumn
name
The configured search term, such as battery.
Column
location
The configured city or metro, such as Detroit.
Column
title
Business title from the YellowPages.com result card.
Column
address
Street and locality text, cleaned into one field when available.
Column
phone
Visible phone number from the result card.
Column
website
Outbound website link when Yellow Pages exposes one.
Column
url
Full YellowPages.com listing URL for source verification.
Sample rows
2 of many
| name | location | title | address | phone | website | url |
|---|---|---|---|---|---|---|
| battery | Detroit | Detroit Battery Service | 1540 Michigan Ave Detroit, MI 48216 | (313) 555-0184 | ||
| battery | Detroit | Motor City Auto Electric | 2201 Grand River Ave Detroit, MI 48201 | (313) 555-0142 |
Headers included - paginated result pages append into one file
| Column | Why it matters |
|---|---|
| name, location | Keeps each row tied to the search context you configured. |
| title, address, phone | Core business-directory fields for review, deduping, and qualification. |
| website, url | Separates the company's website from the YellowPages.com source listing. |
FAQ
Frequently asked questions
YellowPages.com listings may be publicly visible, but automated collection can still be limited by its 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 limitations and maintenance
Guardrails for reliable Yellow Pages exports
Pacing
Avoid aggressive unattended batches
Keep the waits in place, avoid parallel runs for the same directory, and pause if pages slow down or return unusual responses. Polite pacing protects data quality.
Layout drift
Result-card markup can change
The template depends on visible result cards and a discoverable Next link. Blank titles, empty websites, or early loop exits usually mean the page layout or selector assumptions need a refresh.
Compliance
Business listings still have usage rules
Review the YellowPages.com terms, robots guidance, and local privacy or marketing rules before using exported phone numbers, addresses, or listing URLs 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
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