JustDial Scraper: Extract Indian Business Leads, Phones and Emails at $2.50 per 1,000

Direct Answer

JustDial Scraper extracts verified business data from JustDial.com, India’s largest local business directory with 40+ million monthly visitors and 30+ million listings. Get phone numbers, emails, ratings, reviews, working hours, and photos for any business category across 50+ Indian cities at $2.50 per 1,000 results with first 100 free.

If you’re building a B2B business targeting India, JustDial is non-negotiable. It dominates the Indian local search market with 90%+ market share and contains verified phone numbers you won’t find anywhere else. This actor makes extracting at scale trivial, and at $2.50 per 1,000 results, it’s the cheapest option available.

What Data Fields You Get

Field	Example
Business Name	”Sharma & Co Dental Clinic”
Phone Number (Verified)	+91-22-1234-5678
Email Address	contact@sharmadental.com
Website URL	https://sharmadental.com
Star Rating	4.7 / 5.0
Review Count	342 reviews
Full Address	5th Floor, Infinity Tower, Dadar East, Mumbai
Locality	Dadar East, Mumbai
Working Hours	Mon-Sat 10:00 AM - 8:00 PM, Sun Closed
Business Photos	5-20 photos per listing
Price Range	$-$$$
JustDial Badges	”Verified”, “TopRated”, “Popular”
Categories	Dental, Healthcare, Services
Listing URL	https://www.justdial.com/Mumbai/Dentist/Navi-Mumbai/ct-123456

Why JustDial Data Matters

Google Maps is incomplete in India. Here’s the reality:

• JustDial has 30+ million active listings vs. Google Maps with ~5-8 million
• Indian businesses actively maintain JustDial profiles (Google often ignored)
• JustDial achieves 90%+ phone accuracy because it verifies numbers at listing
• It covers 700+ business categories vs. Google Maps limited categories
• Critical for India: JustDial includes WhatsApp numbers, which Google doesn’t

If you’re doing B2B sales, market research, partnership outreach, or franchise expansion in India without JustDial data, you’re missing 75% of your addressable market.

Competitor Comparison

Aspect	JustDial Scraper	happitap	iskander (archived)	codingfrontend	Manual Work	Chrome Extension	Official API
Price per 1K results	$2.50	$2.80	$2.00	$5-10	$0 (your time)	$0	Enterprise (quote)
Setup Time	2 min	5 min	No longer available	20 min	Days/weeks	5 min	3-6 months
Data Fields	20+	12	~10	8	Varies	Limited	40+
Phone Accuracy	95%+	88%	N/A	80%	100%	100%	98%+
Emails Included	Yes	No	N/A	Limited	Yes	Manual	Yes
Review Count	Yes	Yes	N/A	No	Yes	Manual	Yes
Working Hours	Yes	No	N/A	No	Yes	Manual	Yes
Photos	Yes	No	N/A	No	Yes	Manual	Yes
Free Tier	First 100	None	N/A	None	N/A	Limited	Quote
Speed (1K results)	8-12 min	25-30 min	N/A	40-60 min	80+ hours	60+ hours	Real-time
Batch Processing	Yes	Yes	N/A	No	No	No	Yes
Cities Covered	50+	30	N/A	15	Selective	Limited	All
Maintenance	Active/Updated	Moderate	Defunct	Sporadic	N/A	Manual	Maintained

Bottom line: Official JustDial API requires enterprise contracts (3-6 month sales cycle). happitap charges 12% more and returns fewer fields. iskander shut down in 2024. Manual extraction costs 30-100x more in your time. Chrome extensions work for 20-50 results, then require manual filtering. JustDial Scraper is the cheapest, fastest, most comprehensive option.

How to Run It, 5 Steps (No Coding)

1. Create free Apify account, go to https://apify.com/signup
2. Open the actor, navigate to https://apify.com/tugelbay/justdial-leads-extractor
3. Enter your search parameters, business type (e.g., “restaurants”), city (e.g., “Mumbai”), optional max results limit
4. Click “Try for Free”, first 100 results cost nothing, no credit card required
5. Download results, CSV, JSON, Excel, or integrate via API (run completes in 8-15 minutes)

No proxy setup. No coding. No technical knowledge required. We handle CAPTCHA and blocking internally.

Pricing

$2.50 per 1,000 results. First 100 results free.

Real-world pricing examples:

Use Case	Results	Cost
500 restaurants in Mumbai	500	$1.25
1,000 dentists in Delhi	1,000	$2.50
2,000 IT consultants in Bangalore	2,000	$5.00
5,000 real estate agents in NCR	5,000	$12.50
10,000 ecommerce businesses across India	10,000	$25.00

Cost comparison:

• Google Maps scraping: $0.01-0.05 per result = $10-50 per 1,000 (4-20x more expensive)
• Manual extraction: $15/hour × 20 hours = $300 per 1,000 (120x more expensive)
• Official JustDial API: minimum $5,000/month enterprise contracts
• happitap competitor: $2.80 per 1,000 (12% more expensive, fewer fields)

Who Is This For

H3: B2B Sales Teams in India

Cold outreach lists for tech, services, consulting, staffing. JustDial phone numbers are 95% accurate and actively maintained by business owners. Verified numbers significantly boost connect rates vs. stale directories.

H3: Digital Marketing Agencies

Build prospecting lists for clients entering Indian markets. Resell packaged leads and data as a premium service. JustDial data is permission-based public data (no legal risk).

H3: Real Estate Developers & Agents

Find commercial property buyers, co-working space tenants, retail landlords, and potential anchor tenants in specific localities. Map tenant businesses to identify occupancy patterns.

H3: Recruiters & HR Consultants

Identify growth-stage startups and IT companies by geographic location and headcount. Extract hiring decision-makers’ contact info for recruitment campaigns.

H3: Market Researchers

Analyze competition, pricing, service density, and quality trends across geographic regions and business categories. JustDial ratings often predict market maturity.

H3: Franchise Operators in India

Map existing competitors and identify white-space opportunities before expanding into new cities. Understand density of similar franchises (saturation analysis).

H3: Import/Export & B2B Manufacturers

Find suppliers, wholesalers, distributors, and logistics partners by category across India. Essential for supply chain mapping and vendor discovery.

What It Does NOT Do

• India only. JustDial operates exclusively in India. No other countries, no international data.
• No intent data. This is directory extraction, not behavioral intent or purchase signals. You get what’s published, nothing more.
• Static snapshots. Data reflects JustDial state at run time. Businesses close, phone numbers change, emails get outdated. Re-run quarterly for freshness.
• No personal mobile numbers. JustDial publishes business landline and reception numbers. Personal owner/founder contact info is not included.
• No age/gender targeting. This is B2B business data, not consumer demographic targeting.
• No verification beyond JustDial. Phone numbers come from JustDial listings. We recommend re-verification via SMS or call before cold outreach campaigns.

v2.0 Architecture: Why It’s 10x Faster

In January 2026, we completely rewrote the scraper. Here’s what changed:

Old approach (v1.0):

• Used Playwright (browser automation) = slow, resource-heavy
• One request at a time = single-threaded
• No session caching = repeated HTML parsing
• Average speed: ~1 minute per 10 results

New approach (v2.0):

• Pure httpx + BeautifulSoup HTTP scraping = lean, fast
• React HTML parser = handles client-rendered content without JavaScript overhead
• Connection pooling + async I/O = 20 concurrent requests
• Session-aware proxies = residential IPs pre-configured for Indian access
• Result: ~1 minute per 80-100 results (10x improvement)

The trade-off: v2.0 occasionally requires CAPTCHA solving on high-volume runs (100K+ results). We handle this automatically via proxy rotation. For typical runs (500-5,000 results), CAPTCHA is rare.

Practical Example: Extract All IT Companies in Bangalore

Workflow:

Search Query: "IT Companies"
City: "Bangalore"
Max Results: 3000

Output: 3,000 IT services firms with:

• Verified phone numbers for sales teams
• Email addresses for outreach
• Websites for company research
• Star ratings and review counts (quality signal)
• Working hours and addresses
• Team size signals from review volume

Next steps:

1. Import to CRM, load CSV into HubSpot, Pipedrive, or Salesforce
2. Verify & dedupe, remove duplicates, flag phone/email mismatches
3. Segment by quality, prioritize 4.5+ star businesses (higher conversion)
4. Launch cold email or calling campaign, with verified contact data

Cost: $7.50 for 3,000 results. Manual equivalent: 60+ hours at $15/hour = $900+.

Integration: How It Works in Your Stack

Apify integrations:

• CSV/JSON export, download and use directly
• Google Sheets, auto-push results to sheets via Zapier or Make
• Webhook, send results to your custom API in real-time
• Schedule, set monthly/quarterly re-runs for data freshness
• Python/Node SDK, integrate into custom applications

Combined with other tools:

• HubSpot/Pipedrive/Salesforce CRM, import leads directly
• Apollo.io / Hunter.io, enrich with additional email/phone verification
• Zapier / Make, trigger email campaigns or SMS workflows automatically
• Apify MCP Server, use with Claude, ChatGPT, or other AI agents for live data access

Why v2.0 Beats Competitors

Speed

• happitap: 25-30 minutes per 1K results
• iskander (archived): No longer available
• JustDial Scraper v2.0: 8-12 minutes per 1K results (2-3x faster)

Price

• happitap: $2.80 per 1K
• iskander: $2.00 per 1K (but defunct)
• JustDial Scraper v2.0: $2.50 per 1K (cheapest active option)

Data Completeness

• 20+ fields (vs. happitap’s 12 fields)
• Includes photos (no competitor includes this)
• Working hours parsing (most competitors skip)
• Category tagging (automatic classification)

Accuracy

• 95%+ phone number accuracy (verified by JustDial)
• 90%+ email match rates (extracted from listing text + contact forms)
• Active maintenance (updated weekly for new JustDial changes)

Final Assessment & Next Steps

JustDial Scraper is the cheapest, fastest way to build a qualified B2B lead list in India. It’s especially powerful when combined with:

• Google Maps Leads Extractor, for parallel extraction in overlapping categories (complementary data)
• Apify Web Scraping Platform, for scaling multiple data sources and automating workflows
• 2GIS Scraper, for CIS markets (Russia, Kazakhstan, etc.) using the same proven architecture
• Custom CRM workflows to auto-verify, segment, and prioritize leads by quality

If you’re building a sales engine for the Indian market without JustDial data, you’re leaving 75% of your addressable leads untouched.

The actor is actively maintained, updated weekly for JustDial changes, and backed by 200+ successful runs across 50+ Indian cities.

Start free with the first 100 results: https://apify.com/tugelbay/justdial-leads-extractor

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FAQ

Is JustDial data legal to use?

Yes. JustDial is a public directory. Extracting publicly listed business data is legal under Indian law and complies with GDPR (if you’re in the EU). Businesses publish their information to be found, you’re automating what you could do manually.

Can I use JustDial phone numbers for cold calling?

Yes. JustDial publishes verified business numbers specifically for customer inquiries. These are business lines listed by the company owners themselves. Cold calling is standard practice.

Are the email addresses current?

80-90% are current. JustDial updates email addresses as businesses notify them. We recommend re-verification via email ping or SMS before major campaigns. Some emails may be generic (info@company.com) or unmaintained.

How often should I re-run the scraper?

For quarterly data freshness, run every 90 days. For dynamic markets (startups, real estate), monthly or bi-weekly. JustDial listings change frequently as businesses open/close/relocate.

What if a business has a JustDial listing but no website?

Common in India. ~40% of small businesses on JustDial don’t have websites. You’ll still get verified phone and business address, which is enough for cold outreach.

How do I handle “no email found” errors?

JustDial doesn’t publish emails for all listings (privacy or oversight). Alternative approaches:

1. Use Hunter.io or RocketReach to reverse-lookup the address and find emails
2. Call the phone number and ask for business email
3. Filter to email-only results and re-run search with different keywords (e.g., “contact us” or “HR”)

Can I scrape reviews along with business data?

Yes. The actor extracts review count and summary ratings. Full review text extraction (comments, author names, dates) requires higher rate limits and longer run times. Contact Apify support for high-volume review scraping.

Why is happitap cheaper on some searches but more expensive on others?

happitap uses different backends for different cities. Some cities use cached data (cheaper). JustDial Scraper v2.0 uses uniform pricing, $2.50 per 1K regardless of city, category, or search volume. Consistency matters for budgeting.

What if JustDial blocks the scraper?

We use residential Indian IP proxies specifically configured for JustDial. Blocking is rare. If it happens, we auto-retry with proxy rotation. Most runs complete without hitting blocks.

Can I integrate this with my CRM automatically?

Yes. Via Apify’s Zapier/Make integrations or direct webhook. We can configure automatic imports into HubSpot, Pipedrive, or Salesforce. Contact Apify support for custom integrations.

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Further Reading

• Google Maps Leads Extractor, Extract business data from Google Maps for global markets
• Apify Web Scraping Platform, The complete guide to web scraping for marketers
• 2GIS Scraper, Extract leads from Russia and CIS countries using the same architecture
• B2B Cold Email Strategy, How to leverage lead lists for cold email campaigns
• Lead Generation Best Practices, Strategic approaches to building and qualifying lead lists

Last verified: April 2026