📒 Yellow Pages Scraper — Local Business Leads with Emails, Phones & Addresses

Bulk-extract local business listings from YellowPages.com by city, ZIP code, and category: business name, primary phone, email (where listed), full street address, website URL, business hours, year established, listed categories, customer-rating + review-count, and full social-media handles. A pay-per-result alternative to Apollo.io, ZoomInfo, Hunter, and Clay — built for local-services SaaS prospecting, regional agencies building outreach lists, lead-gen consultants serving SMB clients, and franchisors mapping market saturation.

Why Yellow Pages Scraper Beats Apollo.io, ZoomInfo, Hunter & Clay

Feature	NexGenData Yellow Pages Scraper	Apollo.io	ZoomInfo	Hunter	Clay
Cost	$3 per 1K leads, pay-per-event	$49-119 / seat / month	$$$$ enterprise quote	$49-499 / month	$149-800 / month
Local SMB coverage	Yes — every category, every ZIP	Limited (enterprise bias)	Limited	B2B-tech bias	Aggregator
Phone numbers	Yes — primary + alternates	Yes (plan-gated)	Yes	Limited	Yes
Emails	Yes — where publicly listed	Yes (plan-gated)	Yes (plan-gated)	Yes	Yes
Categories + NAICS-style tags	Yes	Yes (limited)	Yes	No	Plan-gated
Bulk export	JSON / CSV / Excel	Plan-gated	Plan-gated	CSV	Plan-gated
Auth	Apify token	Account + seat	Account + plan	Account + plan	Account + plan
Monthly minimum	None	$49+ / seat	$$$$	$49+	$149+
SMB local depth	Excellent	Weak	Weak	Weak	Mixed

Most local-services + SMB-prospecting teams pick this actor instead of Apollo.io for local data because Apollo skews enterprise — this is a drop-in alternative to ZoomInfo for SMB sales, cheaper than Hunter for raw lead lists, and the only credible replacement for the now-discontinued YellowPages Bulk Export.

What You Get Per Business

Each dataset item is a flat record:

• name, legal_name
• phone, phone_alt[], fax
• email, email_alt[] — when publicly listed
• website
• address — {street, city, state, zip, country}
• lat, lon
• categories[] — primary + secondary listed categories
• naics_code — inferred where possible
• hours — weekday-by-weekday open/close
• year_established
• rating, review_count
• top_reviews[] — {text, rating, date, author}
• social_links — {facebook, instagram, twitter, linkedin, youtube}
• payment_methods[]
• services_offered[]
• yellowpages_url

Use Cases

• Local-services SaaS — build state-by-state outreach lists for HVAC, plumbing, electrical, landscaping verticals
• Regional agencies — generate 5,000-row prospect lists per city for cold-outreach campaigns
• Franchisors — map current saturation in a target metro before approving a new franchisee territory
• Lead-gen consultants — deliver a tailored SMB list per client without paying ZoomInfo seat fees
• Local-media sales teams — feed phone + email into the dialer for ad-sales campaigns
• Civic-tech / nonprofit — build directories of small businesses by neighborhood for community programs

Quick Start

from apify_client import ApifyClient
client = ApifyClient("YOUR_APIFY_TOKEN")
run = client.actor("nexgendata/yellow-pages-scraper").call(run_input={
    "queries": [
        {"category": "plumbers", "city": "Austin", "state": "TX"},
        {"category": "dentists", "zip": "10001"}
    ],
    "maxResultsPerQuery": 200
})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item["name"], item["phone"], item["email"])

Pricing

Pay-per-event:

• Actor Start: small fixed charge per run (memory-scaled)
• Per business: $3 per 1,000 businesses returned

No subscription, no minimum, no per-seat fee.

Related NexGenData Actors

Use case	Actor
Company email finder	company-email-finder
Contact info scraper	contact-info-scraper
B2B leads finder	b2b-leads-finder
Lead list enricher	lead-list-enricher
Company enrichment tool	company-enrichment-tool
Hiring-signal detector	hiring-signal-detector
Email validator	email-validator
Website email extractor	website-email-extractor
Google Maps places + reviews	google-maps-mcp-server

FAQ

How current is the data? Pages are scraped live at run time, so anything visible on YellowPages.com right now is in your dataset.

Does it deduplicate across categories? Yes — businesses listed in multiple categories appear once per unique listing with all categories combined.

Are emails always present? Only when the business publicly lists one in their YP profile (roughly 30-40% of records).

Output formats? JSON, CSV, Excel, and the Apify dataset API.

Is this legal? Yes — yellowpages.com directory listings are publicly accessible. Always observe applicable email + telemarketing regulations (CAN-SPAM, CASL, TCPA) in your outreach.

About NexGenData

NexGenData publishes 260+ buyer-intent actors covering SEC filings, YC alumni, lead generation, competitive intelligence, stock fundamentals across 30+ exchanges, and more. All pay-per-result. Browse the full catalog at https://apify.com/nexgendata?fpr=2ayu9b

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How NexGenData Pricing Works

Every NexGenData actor uses pay-per-event pricing — you only pay for results that actually land in your dataset. No monthly minimum, no seat fees, no surprise overage bills.

• Actor Start: a single-event charge each time you spin the actor up (scaled to memory size)
• Result / item: charged per item written to the default dataset
• No charge for retries, internal proxy rotation, or failed sub-requests — those are absorbed by the platform

Apify Platform Bonus

New to Apify? Sign up with the NexGenData referral link — you get free platform credits on signup (enough for several thousand free results) and you help fund the maintenance of this actor fleet.

Integration Surface

Every actor in the NexGenData catalog can be triggered from:

• Apify console — point-and-click run
• Apify API — REST + webhooks
• Apify Python / JS SDKs — programmatic batch
• Zapier, Make.com, n8n — official integrations
• MCP — many actors are exposed as MCP tools for Claude / ChatGPT / Cursor agents
• Schedules — built-in cron for daily / weekly / monthly runs
• Webhooks — POST results to any HTTPS endpoint on dataset write

Support

NexGenData maintains 260+ Apify actors and ships updates regularly. Bug reports via the Apify console issues tab get a response within 24 hours. Roadmap requests are welcome — high-demand features ship in the next version.

Home: thenextgennexus.com Full catalog: apify.com/nexgendata