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Yellow Pages Listing CSV Scraper

A simple Yellow Pages scraper that turns any search query into a clean spreadsheet. Paste the directory URL for the metro and category you’re researching, hit run, and watch business name, phone, address, website, category, and rating land in a CSV on your own laptop. Built for local agencies, B2B SDRs, and market researchers who want to scrape Yellow Pages and export Yellow Pages listings without code, without a SaaS bill, and without renting a cloud crawler.

You get

CSV file

Columns

7

Pagination

Automatic

Runs on

Your PC

Cost

Free · No API key

What it does

A quiet workhorse for Yellow Pages directory exports

Turns a directory search into a spreadsheet

Paste any Yellowpages.com search URL, walk away, and come back to a CSV filled with business listings—a real Yellow Pages data extractor without the marketplace billing.

Walks every page automatically

The template keeps clicking through pagination as long as the directory offers another page, so a single run can collect hundreds of leads without you watching the screen. A reliable business directory CSV export in one unattended pass.

Stays entirely on your computer

No cloud broker, no proxy fleet, no third-party API. The browser session runs locally and the CSV lands in a folder you choose—an honest offline Yellow Pages scraper for governed desktops.

Costs nothing per lead

Unlike billed lead databases or per-row marketplace actors, this template is a free import and the no subscription directory scraper path charges you nothing for the rows you collect.

Problems it solves

Why teams reach for this instead of doing it by hand

The problem

Copy-pasting Yellow Pages results into spreadsheets eats hours and still leaves messy rows.

What you do instead

One run produces a clean CSV with consistent headers.

Business name, phone, address, website, categories, and ratings land in fixed columns—no more reformatting before you can dedupe, score, or upload to a CRM.

The problem

Lead databases bill per record and route every territory through a vendor dashboard.

What you do instead

Everything happens on your own browser session—no per-lead charges, no third-party in the loop.

Ideal when procurement or security pushes back on hosted crawlers and no-subscription scraping is the wedge for the team.

The problem

Most directory scraping tutorials want code, proxies, or a developer account.

What you do instead

Import the template, paste your search URL, click run.

No coding, no Yellowpages.com account, no key to manage—the desktop Yellow Pages tool path UScraper is built for.

Who uses it

Built for people who live in spreadsheets, not scripts

Local agencies & B2B SDRs

Territory planning

Favorable to scraping

Build territory sheets that pair export Yellow Pages listings outputs with internal scoring before reps dial—keep cadence humane and honor outreach regulations.

Market researchers

Category snapshots

Favorable to scraping

Collect Yellow Pages category slices into CSV for longitudinal charts without renting entire data-marketplace catalogs—document provenance when decks cite public listings.

Ops & data stewards

Vendor due diligence

Nuanced outcome

Prefer offline directory scraping on managed laptops when security reviews reject third-party crawlers; pair with contact detail extractions once you graduate from cards to owner sites.

What you get

The shape of the spreadsheet you end up with

yellow-pages.csv
CSV · UTF-8 · Append

Column

Name

The business name as the listing shows it.

Column

Phone Number

The phone number printed on the card.

Column

Address

The street-level address bundle from the listing.

Column

Website

The outbound URL the business links to.

Column

Categories

The category labels Yellow Pages assigns to the listing.

Column

TripAdvisor rating snippet

TripAdvisor-related review text when the card surfaces it.

Column

Rating

The general rating counter shown beside each card.

Sample rows

3 of many

NamePhone NumberAddressWebsiteCategoriesTripAdvisor rating snippetRating
Lakeside Bistro & Bar(555) 010-44211200 Harbor Way, Seattle, WA 98101Italian Restaurants, Wine Bar42 reviews on TripAdvisor4.5
Northgate Automotive(555) 010-88904040 Aurora Ave N, Seattle, WA 98103Auto Repair, Oil Change4.1
Greenwood Yoga Studio(555) 010-22038556 Greenwood Ave N, Seattle, WA 98103Yoga Studio, Wellness18 reviews on TripAdvisor5.0
Headers written once · pagination pages append underneath · open in Excel, Sheets, or any CRM importer

UScraper vs typical cloud Yellow Pages scrapers

This UScraper template

Local

Hosted Yellow Pages actors / lead databases

Cloud
Where it runs

Your desktop

Same browser session you’d use yourself.

Vendor worker pools and proxies

You see results, not the runtime.

Where the data lands

A CSV file in the folder you choose

Open it, move it, archive it—your call.

Vendor UI, API download, or CRM connector

Often gated by accounts and quotas.

Privacy posture

Nothing leaves your machine

No third-party sees which territories you’re working.

Search queries and leads cross vendor boundaries

Even when listings are public.

Cost shape

One desktop license, unlimited runs

Free template import.

Pay per record or per subscription tier

Recurring credits or seat fees.

Get started

From download to first CSV in four moves

Run your first Yellow Pages export in under five minutes

  1. 1

    Download the template

    Use the Download Free button on this page to grab the template file.

  2. 2

    Import & set your search URL

    Open UScraper, import the template, and paste the Yellowpages.com search or category URL for the metro you want to cover.

  3. 3

    Hit run and walk away

    The template handles pagination on its own—rows keep appending until the directory stops offering a next page.

  4. 4

    Open the CSV

    Find yellow-pages.csv in your save folder and open it in Sheets, Excel, or your CRM importer.

Pair this with sibling automations whenever you outgrow a directory pull—try the Website Contact Details Scraper to enrich the websites you collected, the Email & Social Finder to chase decision-maker addresses, or the Google SERP scraper for keyword-led discovery before the directory pass.


Frequently asked questions

Automated collection can conflict with a site’s Terms of Use, robots policy, anti-scraping measures, or regional privacy rules even when listings look public. Throttle requests, avoid bypassing logins or technical barriers without permission, and get legal advice before resale, cold outreach at scale, or regulated use. Running UScraper on your desktop does not replace those obligations. Review the official Yellow Pages terms & conditions when scoping projects.

Things to know before you scale

Limitations worth keeping in mind

Layout changes

Exports may pause when Yellow Pages redesigns the listing card

Directory layouts and A/B tests change from time to time. When that happens, the template may need a quick update—watch for blank cells as the first sign and check back here for refreshed versions.

Pacing

Be polite with how often you run it

Aggressive loops can trigger throttles, flaky AJAX pagination, or IP reputation hits—even on a desktop. Keep the default pause between pages, stagger concurrent runs, and back off when blocks persist instead of hammering retries.

Policy

Read the directory’s terms before commercial outreach

Phone numbers and street addresses may still fall under marketing regulations, data-broker rules, or platform contracts. Skim the Yellow Pages terms and local laws before outbound campaigns, minimize retention, and don’t repurpose ratings text as fabricated endorsements.


Browse more workflows in the UScraper template library, install the desktop client from uscraper.io/download, and use this template whenever you need a reproducible download Yellow Pages results routine—without rebuilding a spreadsheet by hand.

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.

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