Lead researchers
Local prospect lists
Favorable to scraping
Use the export to collect business names, phones, websites, categories, and detail URLs before validating records against your own outreach rules.
Directories$50Free
Superpages Scraper for Business Listings
This Superpages scraper turns a keyword and location search into a structured CSV of local business leads. Import the workflow into the UScraper local desktop app, edit the starting Superpages URL, and export listing-card fields such as business name, address, phone, website, rating, hours, categories, and source detail URL without building a custom crawler.
Output
CSV
Columns
21
Pagination
Next loop
Waits
Load + cards
Template
Free
At a glance
Export Superpages leads from search results
This workflow is built for directory research where you need a starting list fast: choose a category, trade, or service keyword, pair it with a city, ZIP, or region, and export the matching Superpages listings. It does not require a Superpages account or API key. The template uses browser automation blocks that you can inspect and edit in UScraper before running a larger batch.
Keyword and location input
The Navigate block opens a normal Superpages search URL. Replace the sample search_terms and geo_location_terms values with the approved market you want to research.
Lead fields in one file
Structured Export writes contact, category, rating, website, and address fields into a CSV that analysts can dedupe, QA, enrich, or import into a CRM.
Pagination already wired
The flow checks for an enabled Next link, clicks it, waits for the next result page, sleeps briefly, and returns to the same export block.
Local desktop workflow
Your search target and exported CSV stay in the desktop workflow unless your team adds a separate upload, sync, or sharing block.
Who this helps
Built for local business research teams
Agencies
Market scans
Favorable to scraping
Compare Superpages categories, review counts, opening hours, and service snippets across neighborhoods before preparing client research.
Data ops teams
Directory QA
Nuanced outcome
Download Superpages results into a controlled CSV, then flag blanks, duplicates, missing websites, and categories that need manual review.
For adjacent workflows, pair this template with the Superpages business detail scraper, Yellow Pages cloud scraper, and Website Contact Details Scraper. You can also browse the full UScraper template library or install the app from UScraper download.
How to use
Configure the Superpages data extractor
2
Edit the Superpages search URL
In the Navigate block, replace the sample keyword supermarket and location 95136 with your approved category and market.
3
Confirm the export path
Structured Export writes superpages-listing-scraper.csv with headers and append mode. Change the save folder before running client-specific batches.
4
Run the pagination loop
UScraper loads the page, waits for listing cards, exports each row, checks for Next, clicks through when available, and pauses before repeating.
5
Open and QA the CSV
Review row counts, blanks, duplicated businesses, and source detail URLs before using the file for enrichment or outreach planning.
Output preview
CSV columns produced by the scraper
The export mirrors the workflow definition and keeps one row per Superpages result card. Some fields, such as email, fax, toll-free number, social links, and price range, may be blank when Superpages does not expose them on the listing card.
| keyword | location | business_name | telephone | website | rating | categories |
|---|---|---|---|---|---|---|
| supermarket | 95136 | Evergreen Family Market | (408) 555-0182 | https://evergreenmarket.example | 4.1 | Grocery Stores, Supermarkets |
| supermarket | 95136 | Capitol Food Center | (408) 555-0138 | https://capitolfood.example | 3.9 | Food Products, Convenience Stores |
| supermarket | 95136 | South Valley Grocers | (408) 555-0166 | 4.3 | Grocers, Retail Food Stores |
superpages-listing-scraper.csvColumn
keyword
The configured search term, such as supermarket.
Column
location
The configured city, ZIP, or market input.
Column
detail_url
Superpages business profile URL when the card links to one.
Column
business_name
Business name cleaned from the listing card.
Column
address
Visible street and locality text when present.
Column
telephone
Main phone number from phone text or tel links.
Column
website
External business website when the card exposes a visit link.
Column
rating
Rating text or star label when available.
Column
review_count
Review count parsed from visible review labels.
Column
categories
Primary and related category labels.
Headers included - every paginated Superpages result page appends into one file
Frequently asked questions
Superpages listing data may be publicly visible, but automated collection can still be limited by terms of use, robots rules, anti-abuse controls, privacy law, and outreach regulations. Review the official Superpages Terms of Use, use conservative pacing, avoid bypassing restrictions, and get legal review before commercial lead generation or resale.
Before you run
Practical limits and maintenance notes
Keep the workflow predictable
Rate limits
Avoid aggressive repeated runs
The graph includes waits, but your run cadence still matters. Space out large batches, avoid many parallel sessions, and stop when Superpages shows verification, throttling, or unusual response pages.
Layout changes
Listing-card selectors can drift
Empty columns usually mean the result layout changed, the field is only available on detail pages, or the current category does not expose that data. Recheck a few live cards before editing selectors.
Compliance
Use exported leads for approved purposes
Treat phone numbers, emails, and addresses as governed business data. Follow Superpages policies, privacy rules, and outreach laws before loading rows into sales or marketing systems.
Download the free template, import it into the desktop app, and use it when you need to export Superpages leads into a structured CSV you can audit before downstream use.
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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