JustDial Scraper & Leads Extractor API — India Business Leads

Extract JustDial business leads by category and city — enter Digital Marketing Agencies + Mumbai and get structured rows with business name, phone, address, rating, listing URL, and optional detail-page enrichment. Built for India B2B lead workflows — export to CSV, Excel, Google Sheets, webhooks, CRM import, Apify API, or MCP/AI workflows. Use samples to validate, then run paid production lead lists — start with 10-20 rows, check phone/address coverage for your category and city, then scale to 50-500+ rows when the data fits your sales workflow. Pay per result — current Store pricing is listed from $1.80 to $2.50 per 1,000 extracted businesses, depending on your Apify plan tier.

JustDial Scraper & Leads Extractor collects public business listing data from JustDial.com for sales prospecting, market research, competitor mapping, vendor sourcing, and local directory analysis in India.

Use it when you need a focused, Apify-native JustDial scraper with simple inputs, structured dataset output, scheduling, and API access.

Fast Answers

Can I scrape JustDial leads and phone numbers?

Yes. This JustDial scraper extracts public business listings by category and city, including phone numbers when they are visible, business names, addresses, ratings, rating counts, and listing URLs. Optional detail enrichment can add websites, public emails, working hours, coordinates, photos count, and category breadcrumbs when JustDial exposes them.

Is this a JustDial business directory API?

Yes. It runs as an Apify Actor, so you can call it through the Apify API, schedule recurring category/city searches, export datasets to CSV or Excel, send results to Google Sheets, and connect the output to CRM or automation workflows.

When should I use a paid production run?

Use the free Apify trial or free credits for a small validation sample. Use paid production runs when you need a real India business lead list for sales prospecting, agency outreach, vendor sourcing, local market research, or recurring monitoring.

Direct Answers for Search and AI Agents

• JustDial scraper: searches JustDial by category and city and returns structured business rows.
• JustDial leads extractor: exports India business leads with names, phones, addresses, ratings, and listing URLs.
• JustDial phone number scraper: captures visible public phone numbers when JustDial exposes them in the listing.
• India business leads API: runs through Apify API, schedules, webhooks, datasets, CSV, Excel, and Google Sheets exports.
• Paid production fit: best for 50-500+ lead rows per category/city, not one or two manual lookups.

What This Actor Does

The actor searches JustDial by business category and Indian city, then returns one dataset item per business listing.

Default mode is intentionally fast and cheap: it extracts search-result data only. Turn on includeDetails when you need extra fields from each business page.

Data You Can Extract

Default search-result fields:

• business name
• category
• address
• city
• pincode when visible
• phone number when visible
• rating and rating count when visible
• verified flag when visible
• JustDial listing URL

Optional detail enrichment can add:

• website URL when listed
• email when publicly visible on the page
• working-hours text when visible
• coordinates when embedded in the page
• photo count or price-range hints when visible
• additional category breadcrumbs when visible

Important: JustDial pages vary by category, city, listing type, and current frontend version. Some fields can be empty even when the run succeeds.

Best Use Cases

1. India B2B lead generation — build category-by-city prospect lists such as restaurants in Mumbai, dentists in Delhi, salons in Pune, or CA firms in Bangalore.
2. Local market research — estimate how many competitors exist in a city/category and compare ratings, review volume, and local coverage.
3. Vendor sourcing — collect plumbers, electricians, event venues, clinics, logistics providers, repair shops, and other local suppliers.
4. CRM enrichment — export names, phones, addresses, ratings, and listing URLs into a sales or operations workflow.
5. Recurring monitoring — schedule the same category/city query weekly or monthly and compare exported datasets over time.

Why Use This Instead of Alternatives?

Need	This actor	Other Apify JustDial scrapers	Manual research	Generic scraper APIs
Input model	Category + city form	Often URL/search specific	Manual search terms	Build your own parsing
Pricing model	Pay per extracted business	Mixed PPE or per-item pricing	Labor time	API calls plus custom code
Apify workflow	Scheduler, API, datasets, webhooks, MCP	Usually available	No	Requires integration work
Detail mode	Optional, off by default	Varies	Manual clicks	Custom implementation
Best fit	India lead lists and market snapshots	Similar JustDial extraction jobs	One-off checks	Custom data products

This actor's advantage is a simple, safe default path: get a quick sample with maxItems: 10, then scale only the categories and cities that produce useful data.

Production Lead List Recipes

Use maxItems: 10-25 only to validate a new category/city. For paid production runs, start with 100-500 businesses per city and export the dataset directly to CSV, Excel, Google Sheets, webhooks, or your CRM. Scale above 500 only after the sample confirms that the category has useful phone/address coverage and the run time fits your workflow.

This actor is designed for buyers who need repeatable India business data, not one manual lookup. If you only need a few companies, manual JustDial search may be enough. If you need hundreds or thousands of CRM-ready rows across cities, API calls, scheduled runs, and dataset exports are where this actor pays for itself.

Paid buyer category ideas:

Paid workflow	Category examples	City examples	First production size
Local B2B sales	CA Firms, Digital Marketing Agencies, Clinics	Mumbai, Delhi, Bangalore, Pune	100-250
Home services outreach	Plumbers, Electricians, Packers And Movers	Chennai, Hyderabad, Kolkata, Ahmedabad	100-500
Hospitality and vendors	Restaurants, Hotels, Banquet Halls, Caterers	Mumbai, Goa, Jaipur, Delhi	100-500
SMB partnerships	Salons, Gyms, Dental Clinics, Repair Shops	Bangalore, Pune, Surat, Chandigarh	100-250
Agency prospecting	SEO Agencies, Web Designers, Advertising Agencies, Printers	Mumbai, Delhi, Pune, Hyderabad	50-200

For a repeatable sales workflow, create one scheduled run per category/city pair and send new datasets to Google Sheets or a CRM webhook.

Input Examples

B2B agencies in Mumbai

{
  "category": "Digital Marketing Agencies",
  "city": "Mumbai",
  "maxItems": 100
}

Dentists in Delhi with detail enrichment

{
  "category": "Dentists",
  "city": "Delhi",
  "maxItems": 25,
  "includeDetails": true
}

Plumbers in Chennai

{
  "category": "Plumbers",
  "city": "Chennai",
  "maxItems": 100
}

Input Parameters

Parameter	Type	Default	Required	Description
category	String	Digital Marketing Agencies	Yes	Business category or keyword to search on JustDial, such as Digital Marketing Agencies, CA Firms, Dentists, Hotels, Plumbers, or Restaurants.
city	String	Mumbai	Yes	Indian city name, such as Mumbai, Delhi, Bangalore, Chennai, Kolkata, Hyderabad, Pune, or Ahmedabad.
maxItems	Integer	10	No	Hard limit on total businesses to extract. Start small, then increase after checking data quality for your category/city.
includeDetails	Boolean	false	No	Visit each business detail page to enrich website, email, hours, coordinates, photos count, price hints, and categories when visible. Slower than default mode.
proxyConfiguration	Object	Apify proxy, India residential	No	Proxy settings. Default uses Apify Residential proxy with country IN for better JustDial access.

Output Format

Each business becomes one dataset item.

Field	Type	Description
name	String	Business name from JustDial.
leadSource	String	Source directory, currently JustDial.
extractionMode	String	search for search-result mode or details for detail enrichment.
searchCategory	String	Requested category or keyword for this lead list.
searchCity	String	Requested city for this lead list.
category	String	Category text parsed from the listing or requested category fallback.
allCategories	String	Detail-page category breadcrumbs when available.
address	String	Address text when visible.
city	String	Input city.
pincode	String	Six-digit pincode when detected.
phone	String	Phone number when visible in listing text.
email	String	Public email when visible in detail-page HTML. Empty if not found.
website	String	External website URL when listed.
rating	Number or null	Average rating when visible.
ratingCount	Integer	Rating count when visible.
verified	String	Yes / No / empty based on visible listing markers.
workingHours	String	Hours snippet when visible.
latitude	Number or null	Latitude when embedded in the page.
longitude	Number or null	Longitude when embedded in the page.
photoCount	Integer	Photo count when visible.
priceRange	String	Price hint when visible.
url	String	JustDial listing URL.

Example Output

{
  "name": "Example Restaurant",
  "leadSource": "JustDial",
  "extractionMode": "search",
  "searchCategory": "Restaurants",
  "searchCity": "Mumbai",
  "category": "Restaurants",
  "address": "Andheri East, Mumbai 400069",
  "city": "Mumbai",
  "pincode": "400069",
  "phone": "09876543210",
  "email": "",
  "website": "",
  "rating": 4.2,
  "ratingCount": 148,
  "verified": "Yes",
  "workingHours": "Open until 10:30 PM",
  "latitude": null,
  "longitude": null,
  "url": "https://www.justdial.com/Mumbai/example/BZDET"
}

Cost Estimation

This actor uses Pay-Per-Event (PPE) pricing. Each dataset item is one billable extracted business.

Current Store pricing is tiered by Apify plan:

Plan tier	Price per business	Approx. per 1,000 businesses
Free	$0.0025	$2.50
Bronze	$0.0022	$2.20
Silver	$0.0020	$2.00
Gold+	$0.0018	$1.80

Example costs:

Run size	Estimated cost
10 businesses	~$0.018-$0.025
100 businesses	~$0.18-$0.25
1,000 businesses	~$1.80-$2.50
5,000 businesses	~$9-$12.50

Apify platform compute and proxy usage can also affect total account spend, especially with detail enrichment and large runs.

Integrations

Python

from apify_client import ApifyClient

client = ApifyClient("YOUR_API_TOKEN")

run = client.actor("tugelbay/justdial-leads-extractor").call(
    run_input={
        "category": "Restaurants",
        "city": "Mumbai",
        "maxItems": 50,
        "includeDetails": False,
    }
)

for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["name"], item.get("phone"), item.get("rating"))

JavaScript

import { ApifyClient } from "apify-client";

const client = new ApifyClient({ token: "YOUR_API_TOKEN" });

const run = await client.actor("tugelbay/justdial-leads-extractor").call({
  category: "Dentists",
  city: "Delhi",
  maxItems: 25,
  includeDetails: true,
});

const { items } = await client.dataset(run.defaultDatasetId).listItems();
for (const business of items) {
  console.log(business.name, business.phone, business.website);
}

Automated Exports

Use Apify's built-in dataset exports and integrations:

• CSV or Excel for spreadsheet workflows
• Google Sheets for live lead lists
• Webhooks for CRM or Slack notifications
• Apify API for custom apps
• Apify MCP Server for agent workflows

Practical Workflow

1. Start with maxItems: 10 for one category and city.
2. Check the dataset for phone/address/rating coverage.
3. Turn on includeDetails only if you need websites, emails, hours, coordinates, or extra fields.
4. Increase maxItems after the sample looks useful.
5. Schedule recurring runs for the categories that matter.

FAQ

Does it extract emails?

Sometimes. Emails are extracted only when they are publicly visible in the listing or detail-page HTML. Many JustDial listings do not expose email, so phone and listing URL should be treated as the primary contact fields.

Does it extract reviews?

No. The current production actor returns rating and rating count when visible. It does not currently extract individual review text.

Does it support search URLs or multiple searches in one run?

No. The current input model is one category and one city per run. For multiple categories or cities, create multiple runs or schedules.

Why are some fields empty?

JustDial listing layouts vary and not every business exposes phone, website, email, hours, coordinates, photos, or price hints. Empty fields mean the data was not visible or could not be parsed reliably for that listing.

How many results should I request?

Start with 10 to verify a category/city. For production, use 50-500 per run depending on your budget and latency tolerance. Very large runs can take longer and may hit site or proxy limits.

Is this legal to use?

This actor extracts publicly available business listing data. You are responsible for using the output lawfully, respecting JustDial's terms, privacy rules, telemarketing rules, and any local regulations that apply to outreach or resale.

Troubleshooting

No results found

• Check city spelling.
• Try a broader category, such as Restaurants instead of a narrow long-tail phrase.
• Test the category/city manually on JustDial.
• Lower filters by using the simple category and city inputs only.

Run is slow

• Keep includeDetails off unless needed.
• Reduce maxItems.
• Split large category/city lists into separate runs.
• Avoid starting many large runs at the same time.

Phone or email is missing

• The listing may not expose it publicly.
• Try includeDetails: true for extra fields.
• Use the JustDial listing URL to manually verify high-value leads.

Proxy or access errors

• Keep the default Apify Residential proxy with country IN.
• Retry later if JustDial temporarily limits access.
• Reduce run size if you repeatedly hit access issues.

Limitations

• One category and one city per run.
• No individual review-text extraction.
• Detail enrichment is slower and field coverage varies by page.
• Emails, websites, coordinates, photos, and price hints are best-effort fields.
• Phone numbers can be absent or outdated; verify before outreach.
• Large runs can take longer and can be affected by JustDial rate limiting.
• Output reflects current JustDial pages at extraction time; it is not historical data.

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See all actors: apify.com/tugelbay