Yellow Pages Scraper API
Plumbers in Chicago, dentists in Austin, collected by ZIP. A Yellow Pages scraper API* free plan gets the first lead list out without any proxy setup.
* This scraper is now a part of the Web Scraping API.
125M+
IPs worldwide
99.99%
success rate
200
requests per second
100+
ready-made templates
Free
starter plan
Be ahead of the Yellow Pages scraping game

What is Yellow Pages scraper API?
Directory pages are simple to read and tedious to collect by hand, which is the whole case for a Yellow Pages scraper API. 1 city fits inside the free Web Scraping API starter plan, which covers up to 2K requests, so a scheduled Python run can prove the pipeline before you commit to it. Each business comes back as a row:
- Business name and category
- Street address, city, and ZIP
- Phone number as published
- Website link where listed
- Rating, review count, and years in business
Directory records go stale quietly, so the value sits in re-running the same city and diffing it, not in the first pull.

Collect Yellow Pages data
A single trade in 1 ZIP is a script. Every trade across a state is a queue, and the Web Scraping API is the part that keeps a queue moving.
What that includes:
- 195+ geo-locations, several down to city or ZIP
- 125M+ IPs across residential, mobile, ISP, and datacenter
- Rendering for result pages that paginate
- CAPTCHA handling and repeat attempts
- HTML, JSON, CSV, or Markdown output
- Billing on successful results only
Built-in scraper
JavaScript rendering
Easy API integration
195+ geo-locations, including continent-, country-, state-, and city-, ZIP codo, and ASN-level targeting
No CAPTCHAs or IP blocks
Scrape Yellow Pages with Python, Node.js, or cURL
Our Yellow Pages Scraper API works with every major programming language, so it plugs into the tools you already run.
Get more from the Yellow Pages scraper API
JavaScript rendering, proxy management, and CAPTCHA handling ship in one API call, so Yellow Pages data arrives without blocks.
100% success rate
Result pages that fail aren't charged. You pay for listings that arrive parsed.
Advanced anti-bot bypass
Directories throttle by IP once a crawl looks industrial. Exits rotate per request with fingerprints to match, so a multi-city pull finishes.
Real-time or on-demand results
Build a fresh call list every Monday, or pull 1 trade in one ZIP when a rep needs it now.
125M+ proxy pool
Directory results rank by proximity, so the origin decides the list. Pair 195+ locations with residential, mobile, ISP, or datacenter proxies per campaign.
JavaScript rendering
Some result pages load listing cards and map pins after the first paint. Because rendering completes, those rows are in the response.
Easy integration
cURL to check the fields, Python or Node.js to run the list, and CSV straight out when a rep just wants a spreadsheet.
What does Web Scraping API cost?
Choose a plan based on your scraping volume. All plans include the same powerful features – you only pay for what you use. Start with the free plan to test before committing.
Plan prices
+VAT / Billed monthly
Rate limit
All prices shown are per 1K req.
Plan price
$0
+VAT / Billed monthly
Request type
Price per 1k req.
2K req.
$0.50
1K req.
$0.75
1K req.
$1.00
667 req.
$1.50
Rate limit
10 req/s
Plan price
$19
+VAT / Billed monthly
Request type
Price per 1k req.
38K req.
$0.50
25K req.
$0.75
19K req.
$1.00
12K req.
$1.50
Rate limit
10 req/s
Plan price
$49
+VAT / Billed monthly
Request type
Price per 1k req.
163K req.
$0.30
75K req.
$0.65
54K req.
$0.90
39K req.
$1.25
Rate limit
25 req/s
Plan price
$99
+VAT / Billed monthly
Request type
Price per 1k req.
707K req.
$0.14
165K req.
$0.60
116K req.
$0.85
82K req.
$1.20
Rate limit
50 req/s
Need more?
Request type
Price per 1k req.
Custom
Custom
Custom
Custom
Rate limit
Custom
For low-security sites and simple access
For accessing guarded or sensitive pages
With each plan, you access:
99.99% success rate
Results in HTML, JSON, CSV, XHR or PNG
MCP server
JavaScript rendering
AI integrations
100+ pre-built templates
Supports search, pagination, and filtering
LLM-ready markdown format
24/7 tech support
14-day money-back
SSL Secure Payment
Your information is protected by 256-bit SSL
Why the scraping community chooses Decodo
135K+ developers, SEOs, and data teams rely on Decodo to collect public web data at scale – including from Yellow Pages. Whether you're shipping a side project or running production pipelines, our infrastructure is built to keep your Yellow Pages scraper running while you focus on what to do with the data.
Decodo
Manual data collection
Other APIs
125M+ residential, mobile, datacenter, and ISP proxies
Manage proxy rotation yourself
Limited proxy pools
Advanced browser fingerprinting
Build CAPTCHA solvers
Frequent CAPTCHA blocks
Only pay for successful requests
Handle retries manually
Pay for failed requests
100+ ready-made scraping templates
Maintenance overhead
Complex documentation
Data in JSON, CSV, HTML, and Markdown formats
Days to implement
Limited output formats
Why the scraping community chooses Decodo
135K+ developers, SEO specialists, and data teams rely on Decodo to collect public web data at scale – including from Yellow Pages. Side projects and production pipelines run on the same infrastructure, built to keep your Yellow Pages scraper API up while you focus on the data itself.
Attentive service
The professional expertise of the Decodo solution has significantly boosted our business growth while enhancing overall efficiency and effectiveness.
N
Novabeyond
Easy to get things done
Decodo provides great service with a simple setup and friendly support team.
R
RoiDynamic
A key to our work
Decodo enables us to develop and test applications in varied environments while supporting precise data collection for research and audience profiling.
C
Cybereg
Trusted by:
Decodo blog
Build knowledge on our solutions and improve your workflows with step-by-step guides, expert tips, and developer articles.
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Frequently asked questions
Is it legal to scrape Yellow Pages?
Collection and what follows it are governed separately. Gathering published business details from Yellow Pages is one question. Contacting the people listed is another, with its own rulebook. Marketing and outreach law applies regardless of how you sourced the list. Our legal guide to web scraping sets out the basics.
How does the Yellow Pages scraper API bypass blocks and CAPTCHAs?
Exit and fingerprint move as a unit per request, header order varies, and CAPTCHAs are handled within the same request. Refusals repeat at no cost. Local search results pair well with Decodo's SERP scraper API.
What output formats does the Yellow Pages scraper API support?
HTML arrives first, JSON on parsed layouts, and CSV when the output goes straight to a sales team.
Can I geo-target Yellow Pages requests to a specific country or city?
Yes, and this is the target where it pays most. Choose from 195+ locations, with city or ZIP granularity in supported regions because a directory orders its results by how near each business is to the request.
How fast is the Yellow Pages scraper API and can it handle large-scale jobs?
Your plan governs how many ZIP and category pairs travel together, and a state-wide list lands overnight. Directory pages return in a few seconds.
Can I try the Yellow Pages scraper API for free?
Yes. The free Web Scraping API starter plan allows up to 2K requests with no card. Use some of them to test how you would de-duplicate results across repeated runs. Contact details count as personal data in many places, so settle your lawful basis first.
Yellow Pages Scraper API for Your Data Needs
Gain access to real-time data at any scale without worrying about proxy setup or blocks.
14-day money-back option










