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PagesJaunes.ca Business Details Scraper for CSV Export logo

PagesJaunes.ca Business Details Scraper for CSV Export

This PagesJaunes.ca business details scraper exports Canadian business profile pages and visible review rows into a structured CSV. Import the workflow into the UScraper local desktop app, add the PagesJaunes.ca or YellowPages.ca detail URLs you are allowed to collect, and export business names, addresses, phones, websites, restaurant details, ratings, reviewers, dates, comments, and helpful counts without building a custom crawler.

Output

CSV

Columns

12

Input

Detail URLs

Waits

Built in

Template

Free

At a glance

Export PagesJaunes.ca business details and reviews

Use this template when you already have PagesJaunes.ca /bus/ URLs and need richer profile data than a search-result card provides. It is designed for controlled research batches, directory QA, and local market analysis.

Detail-page CSV export

Export PagesJaunes.ca data to CSV for Excel, Sheets, CRM import staging, enrichment queues, and internal review workflows.

Multi-URL input list

Replace the sample plumbing profile with approved business detail URLs from PagesJaunes.ca or YellowPages.ca and let the workflow visit each page in sequence.

Phone reveal included

The workflow clicks common phone controls before extraction, then checks visible text and attributes for telephone patterns.

Local desktop execution

The stock workflow writes to your configured folder and does not send the export to a hosted scraping dashboard.

Who this is for

PagesJaunes.ca data extractor use cases

Local SEO teams

Citation and review checks

Favorable to scraping

Compare names, locations, phone numbers, websites, ratings, and review text against client records before fixing listings or planning reputation work.

B2B researchers

Prospect qualification

Favorable to scraping

Build a reviewed shortlist from Canadian business profiles, then deduplicate and verify the CSV before outreach, enrichment, or CRM import.

Agencies

Category audits

Nuanced outcome

Export restaurants, service providers, contractors, and clinics by profile URL to inspect specialties, languages, comments, and source pages.

Pair this detail workflow with the PagesJaunes.ca Business Info Scraper when you need to collect candidate listing URLs first. For related directory research, compare it with the YellowPages Canada listing scraper, YellowPages.ca product details scraper, and the full UScraper template library.


How to use

Configure the PagesJaunes.ca scraper workflow

1

Download and import

Download the hosted JSON template and import it into UScraper.

2

Add detail URLs

Open the Navigate block and replace the sample Borenstein Plumbing profile with the PagesJaunes.ca or YellowPages.ca business detail URLs you are allowed to collect.

3

Keep waits and reveal steps

Leave the page-load wait, body wait, short sleeps, cookie cleanup, and phone reveal blocks in place for the first run. These blocks make empty or partial exports easier to diagnose.

4

Confirm the export path

Structured Export writes pagesjaunes-ca-detail-scraper.csv with headers enabled and append mode on. Change the save folder before client-specific batches.

5

Run and spot-check

Start with five to ten URLs, open the CSV, compare several rows against the live pages, and only then expand the input list.

Output preview

What the PagesJaunes.ca CSV includes

There was no separate CSV sample in the source bundle, so the preview below mirrors the configured export columns and the default sample detail-page workflow.

pagesjaunes-ca-detail-scraper.csv
CSV - UTF-8 - Append

Column

nom_du_magasin

Business name from the profile heading or structured page text.

Column

location

Visible address text, cleaned to remove route labels.

Column

téléphone

Best-effort phone number after the template clicks visible reveal controls.

Column

site_web

Outbound website link when PagesJaunes.ca exposes one.

Column

type_de_restaurant

Restaurant type, category, or cuisine-like profile field when present.

Column

spécialité

Specialties or category detail text from the business profile.

Column

Language

Languages spoken when the profile publishes that section.

Column

star_rating

Review-level rating, falling back to business rating when needed.

Column

nom_du_client

Reviewer or author name from visible review rows.

Column

date

Review publication date or timestamp when available.

Column

commentaires

Cleaned review comment without duplicated author, date, helpful, or report labels.

Column

utile

Helpful count parsed from the review row when visible.

Sample rows

2 of many

nom_du_magasinlocationtéléphonesite_webtype_de_restaurantspécialitéLanguagestar_ratingnom_du_clientdatecommentairesutile
Borenstein Plumbing & Heating Inc1840 32e Avenue, Lachine, QC H8T 3J7514-555-0181Plumbing ContractorsHeating, emergency plumbingEnglish, French4.5Marc L.2025-09-12Fast service and clear communication.3
Restaurant Saint-Laurent4520 boul Saint-Laurent, Montreal, QC514-555-0144RestaurantLunch, dinner, takeoutFrench5Sophie T.2025-06-03Good food and a clean dining room.1
Headers included - every visible review row appends one row with repeated business details
Field groupWhy it matters
Business identitynom_du_magasin, location, téléphone, and site_web support citation checks and contact review.
Category contexttype_de_restaurant, spécialité, and Language help qualify niche or local-language profiles.
Review evidencestar_rating, nom_du_client, date, commentaires, and utile preserve the visible review row for analysis.

FAQ

Frequently asked questions

PagesJaunes.ca and YellowPages.ca pages may be publicly visible, but automated collection can still be limited by Yellow Pages Canada terms, robots guidance, privacy law, database rights, and marketing rules. Keep runs proportionate, avoid bypassing access controls, and get legal review before using exported rows for resale, enrichment, or outreach.

Before you run

Limits, compliance, and maintenance notes

Guardrails for reliable PagesJaunes.ca exports

Visible reviews

Only loaded review rows are exported

The supplied analysis did not detect review pagination or load-more behavior, so the template exports the reviews visible after the detail page loads.

Layout drift

Directory markup can change

Empty names, missing phones, blank comments, or fewer rows than expected usually mean the page omitted the field, the site changed markup, or the input URL is not a standard business profile.

Compliance

Public pages still have usage rules

Review Yellow Pages Canada terms, robots guidance, privacy obligations, and outreach rules before using exported business or review data in commercial workflows.

UScraper local workflow

Template

Cloud directory actors

Alternative
Data flow

CSV stays in your configured local folder

Best for teams that want to inspect the workflow and source URLs.

Rows pass through hosted infrastructure

Useful at scale, but less direct for privacy-sensitive review workflows.

Input

Bring your own approved detail URLs

Good for curated batches from a prior listing export.

Often starts from keywords or categories

Convenient, but may collect a broader set than you need.

Cost

Free template import

UScraper product licensing applies separately.

Usage-based actor pricing

Costs can rise with repeat runs, proxies, or larger queues.

Download the free template, install the app from UScraper download, and use this workflow when you need to export PagesJaunes data from business detail pages into a structured local CSV.

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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