YellowPagesPK Business Directory & Lead Finder

Browse Pakistan's YellowPagesPK.com directory by business category, run a keyword search, or fetch full profiles by listing URL. Get business names, addresses, cities, phone numbers, emails, websites, ratings, and claimed status.

Open in Apify Store$0.99 / 1K on Free

Short answer

YellowPagesPK Business Directory & Lead Finder is an Apify Store Actor that returns 10 published output fields, including name, category, city, country. It lists $0.99 per 1,000 results on the Free plan (pay per event), $0.49 on the Business plan. It takes 12 input settings; one is required (mode). Last updated Oct 29, 2026.

From the public Store listing and published build schema, synced 2026-11-12.
Lead generationAutomationOther

What it returns

10 fields from the published dataset schema. Export as JSON, CSV or Excel, or read the dataset through the Apify API.

  • name
  • category
  • city
  • country
  • address
  • phone
  • email
  • website
  • rating
  • sourceUrl

Input

SettingTypeRequiredDefaultWhat it does
mode string Yes byCategory How to find businesses: browse a category archive, browse a city archive, run the site's keyword search, or open specific listing URLs.
categories array No – One or more categories to browse (mode=byCategory), or exact category filters (other modes). In byCategory, Restaurant is used when the field is omitted; select additional categories to broaden the run, or leave the selection empty to crawl the entire directory (2,198 listings).
cities array No [] One or more location terms to browse (mode=byCity). In other modes the same selection acts as an exact location filter. Leave empty to skip city browsing/filtering. All 65 published location terms are listed, including provinces and countries.
searchQuery string No – What to search for (mode=search), e.g. a service, business name or city. The site's own relevance-ranked search is used, so 'restaurant lahore' narrows results well.
listingUrls array No [] YellowPagesPK.com business listing URLs to open directly (mode=byUrls). Non-YellowPagesPK hosts are rejected.
minRating integer No 0 Only keep businesses rated at least this many stars (0-5). 0 disables the filter. Businesses without a published rating are excluded when this is above 0. Profile enrichment turns on automatically when the selected mode's fast path has no ratings.
onlyClaimed boolean No false Only keep listings claimed and verified by their owner on YellowPagesPK.com. Profile enrichment turns on automatically when the selected path has no claim badges.
onlyWithEmail boolean No false Only keep businesses with a published email. Turns on profile enrichment automatically.
onlyWithWebsite boolean No false Only keep businesses with a published website. Turns on profile enrichment automatically.
onlyWithPhone boolean No false Only keep businesses with a published phone number. Turns on profile enrichment automatically.
Show the other 2 settings
SettingTypeRequiredDefaultWhat it does
fetchDetails boolean No true Open each listing page for description, email, website, hours, social links, gallery and coordinates (one extra request per business). Turn off for the cheapest list: category/city archives keep card fields, while search and whole-directory REST runs return name, category, city, description and date
maxItems integer No 30 Maximum number of business records to return. The directory currently contains 2,198 listings.

Example input

Built from the input form's published example values and defaults.

{
  "mode": "byCategory",
  "categories": [
    "restaurant"
  ],
  "cities": [],
  "searchQuery": "Lahore",
  "listingUrls": [],
  "minRating": 0,
  "onlyClaimed": false,
  "onlyWithEmail": false,
  "onlyWithWebsite": false,
  "onlyWithPhone": false,
  "fetchDetails": false,
  "maxItems": 2
}

Run it from code or an AI agent

The same run through the Apify API, with the example input. You need an Apify API token; the run is billed to your account at the Store price.

Python

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run_input = {
    "mode": "byCategory",
    "categories": [
        "restaurant"
    ],
    "cities": [],
    "searchQuery": "Lahore",
    "listingUrls": [],
    "minRating": 0,
    "onlyClaimed": False,
    "onlyWithEmail": False,
    "onlyWithWebsite": False,
    "onlyWithPhone": False,
    "fetchDetails": False,
    "maxItems": 2
}

run = client.actor("dataspryva/yellowpagespk-business-directory-and-lead-finder").call(run_input=run_input)
if run is None:
    raise RuntimeError("The Actor run was not found.")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

pip install apify-client

JavaScript

import { ApifyClient } from "apify-client";

const client = new ApifyClient({ token: "<YOUR_APIFY_TOKEN>" });
const input = {
    "mode": "byCategory",
    "categories": [
        "restaurant"
    ],
    "cities": [],
    "searchQuery": "Lahore",
    "listingUrls": [],
    "minRating": 0,
    "onlyClaimed": false,
    "onlyWithEmail": false,
    "onlyWithWebsite": false,
    "onlyWithPhone": false,
    "fetchDetails": false,
    "maxItems": 2
};

const run = await client.actor("dataspryva/yellowpagespk-business-directory-and-lead-finder").call(input);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

npm install apify-client

cURL

curl -X POST "https://api.apify.com/v2/actors/dataspryva~yellowpagespk-business-directory-and-lead-finder/run-sync-get-dataset-items"   -H "Authorization: Bearer $APIFY_TOKEN"   -H "Content-Type: application/json"   -d '{"mode":"byCategory","categories":["restaurant"],"cities":[],"searchQuery":"Lahore","listingUrls":[],"minRating":0,"onlyClaimed":false,"onlyWithEmail":false,"onlyWithWebsite":false,"onlyWithPhone":false,"fetchDetails":false,"maxItems":2}'

Waits for the run and returns the dataset items (runs over 300 seconds return HTTP 408; start an async run instead).

MCP (AI agents)

{
  "mcpServers": {
    "apify": {
      "url": "https://mcp.apify.com?tools=dataspryva/yellowpagespk-business-directory-and-lead-finder",
      "headers": {
        "Authorization": "Bearer <YOUR_APIFY_TOKEN>"
      }
    }
  }
}

Adds this Actor as a tool in an MCP client that takes a remote server URL (Cursor, VS Code, Claude Code) through Apify's hosted MCP server. OAuth sign-in also works without the header. Clients that only start local servers can wrap the URL with npx mcp-remote.

What a run costs

The result rate falls on higher Apify plans. Each figure is the published per-result rate times the number of results.

Apify planPer 1,00010,000 results100,000 results
Free plan$0.99$9.90$99
Starter plan$0.82$8.20$82
Scale plan$0.66$6.60$66
Business plan$0.49$4.90$49
  • Every run also has a start event, charged per GB of memory (minimum one): $0.10 on Free, $0.03 on Business. At its default memory of 4 GB a run starts at $0.40 on Free. Fewer, larger runs keep this small.
  • The Free plan includes $5 of monthly usage (Apify pricing, checked 2026-11-11); at the Free rate that covers at most about 5,050 results, less start events and platform usage.
  • Worked example: 10,000 results in one run on the Free plan cost $10.30 ($9.90 for results + $0.40 start), plus Apify platform usage (compute), billed separately by Apify.
  • Pay per event. Platform usage (compute) is billed by Apify on top of the event prices. Compare other tools in the cost estimator.

What people use it for

  • find businesses
  • research business contact details

2GIS Business Directory Extractor for CIS & Middle East

Search 2GIS for businesses by category and city across Russia, the UAE, Kazakhstan and the wider CIS, and get name, address, rating, hours,…

66 output fields $0.99 per 1K

Google Maps Business Lead & Email Finder

Find business leads on Google Maps by category, keyword, or location and collect name, address, phone, website, rating, review count, and…

39 output fields $0.99 per 1K

Google Maps Business Lead Finder with Email & Social Links

Search Google Maps by business type and location and get back listing details enriched with email addresses and social profiles pulled from each…

34 output fields $0.99 per 1K

GOC Optician & Optometrist Register Scraper

Search the General Optical Council's Specialist Register (str.optical.org) for UK optometrists, dispensing opticians, students and optical…

15 output fields $0.99 per 1K

B2B Lead Discovery by Job Title & Location

Find public LinkedIn profiles by job title, location, or company using cookieless web search. Returns names, best-effort titles and companies,…

10 output fields $0.99 per 1K

Bing Maps Local Business Finder

Find restaurants, shops, hotels, and other local businesses on Bing Maps by keyword and city, or by a precise latitude/longitude and radius, with…

14 output fields $0.99 per 1K

Questions people ask

How much does YellowPagesPK Business Directory & Lead Finder cost?

The published result rate depends on your Apify plan: $0.99 per 1,000 on Free, $0.82 per 1,000 on Starter, $0.66 per 1,000 on Scale, $0.49 per 1,000 on Business. So 10,000 results cost about $9.90 on the Free plan and $4.90 on Business, plus a start fee of $0.10 per run per GB of memory on Free. Platform usage is billed separately.

What data does YellowPagesPK Business Directory & Lead Finder return?

Its published output schema lists 10 fields: name, category, city, country, address, phone, email, website, rating, sourceUrl. A listed field is not guaranteed to be filled in every row.

What input does YellowPagesPK Business Directory & Lead Finder need?

Required: mode. Optional settings include categories, cities, searchQuery, listingUrls, minRating, onlyClaimed.

How do I run YellowPagesPK Business Directory & Lead Finder from Python or the API?

Use the Apify API client: in Python, ApifyClient(token).actor("dataspryva/yellowpagespk-business-directory-and-lead-finder").call(run_input=...), then read the run's default dataset (run.default_dataset_id); in JavaScript the same call is client.actor("dataspryva/yellowpagespk-business-directory-and-lead-finder").call(input). Without a client, POST the input JSON to https://api.apify.com/v2/actors/dataspryva~yellowpagespk-business-directory-and-lead-finder/run-sync-get-dataset-items with your API token. Ready-to-paste code with the example input is on this page.

Sources

Actor updated 2026-10-29 Data synced 2026-11-12
Cite this page

Scraper Finder. "YellowPagesPK Business Directory & Lead Finder." https://scraperfinder.com/catalogue/yellowpagespk-business-directory-and-lead-finder/ (data checked 2026-11-12).

Run YellowPagesPK Business Directory & Lead Finder

$0.99 per 1,000 results. Paste the example input above, set your target query, then export the dataset.

Open in Apify Store