How to scrape Yellow Pages with AgentQL
Looking for a better way to scrape Yellow Pages? Say goodbye to fragile XPath or DOM selectors that easily break with website updates. AI-powered AgentQL ensures consistent web scraping across various platforms, from Yellow Pages to any other website, regardless of UI changes.
Not just for scraping Yellow Pages
Smart selectors work anywhere
https://yellowpages.com
URL
Input any webpage.
{
businesses[] {
name
phone_number
address
rating
}
}
Query
Describe data in natural language.
{
"businesses": [
{
"name": "Acme Corp",
"phone_number": "555-1234",
"address": "123 Main St",
"rating": 4.5
}
]
}
Returns
Receive accurate output in seconds.
How to use AgentQL on Yellow Pages



1
Install the SDK
Install code for JS and Python
npm install agentql
pip3 install agentql
3
Run your script
Install code for both JS and Python
agentql init
python example.py
More Websites to Scrape
Get started
Holds no opinions on what’s and how’s. Build whatever makes sense to you.