Yellow Pages Email Scraper

Yellow Pages Email Scraper

The Yellow Pages Email Scraper turns the largest consumer directory in the United States into a clean, deduplicated list of business contact emails. It searches publicly indexed Yellow Pages, Yellowbook and Superpages listings through Google and extracts every email it finds on the domains you specify.

If you sell to plumbers, roofers, HVAC firms, dentists, movers or any other local trade, this is the fastest way to assemble a territory list without touching a browser. The Yellow Pages Email Scraper is a keyword-driven business directory scraper, not a bulk export tool, so you control exactly which niche and which city you harvest.

Directory listings exist so customers can call and email the business. That makes Yellow Pages one of the few sources where a published email is genuinely a contact channel the owner intended people to use.

What the Yellow Pages Email Scraper does

The Actor builds Google queries with the site: operator against yellowpages.com, yellowbook.com and superpages.com. It reads each result block, pulls the business identity out of the title, and applies a domain-filtered regex to the snippet text.

Every match is normalised, deduplicated globally and pushed straight to your Apify dataset. You get a local business email list you can open in Google Sheets or push into a CRM within minutes of the run starting.

The Yellow Pages Email Scraper never logs into Yellow Pages, never uses a Yellow Pages API, and never opens the Yellow Pages website. There is no browser, no JavaScript rendering, no authentication and no cookies - only publicly indexed search results.

Put plainly, the Yellow Pages Email Scraper is a search-driven email extractor that reads what Google already shows the public.

Why the Yellow Pages Email Scraper suits local lead generation

Local-services marketing agencies live and die by territory coverage. A single run of the Yellow Pages Email Scraper scoped to one metro and one trade gives you a prospect list that mirrors how homeowners actually find those businesses.

B2B SaaS teams selling booking software, POS systems, payroll or small-commercial insurance face the same problem: the buyer is a two-to-twenty-person company with no LinkedIn presence. Directory data reaches them where public data actually exists.

Franchise development teams use the Yellow Pages Email Scraper in reverse, mapping how many independent operators exist in a market before granting a territory. Market researchers use it to size a vertical city by city.

Because the Yellow Pages Email Scraper is keyword-scoped, the same account can build a plumber list on Monday and a dental list on Tuesday without changing anything but the input.

Features of the Yellow Pages Email Scraper

Everything below is implemented in the Yellow Pages Email Scraper today. Nothing in this table is a roadmap item.

Feature	What it means in practice
Google site: search over three domains	Covers yellowpages.com, yellowbook.com and superpages.com in one run
Query expansion	Base, quoted and intitle: variants plus one query per modifier; base queries run first
Domain filtering	Only emails ending in your customDomains values are kept
Global deduplication	An email is emitted once per run, no matter how many queries surfaced it
Email normalisation	Understands name [at] domain [dot] com, name (at) domain, name @ domain.com, domain .com, zero-width characters and the full-width ＠
Junk filter	Rejects placeholders such as email@, yourname@, test@, xxx@ and single-character locals
Boundary-correct matching	@gmail.com never matches inside @gmail.company or @gmail.com.br
Soft-wrap repair	Drops a hit that is only the tail of another email in the same block
Structural block parsing	Locates the <h3> title then the smallest surrounding block; no reliance on Google CSS class names
Whole-page fallback parser	If Google's markup changes the run degrades to "emails without account details", not "no emails"
Concurrency control	asyncio worker pool with a shared stop signal on maxEmails
Retries and block detection	Up to 3 attempts per page with exponential backoff, a fresh proxy session per request, and CAPTCHA / "unusual traffic" / consent pages detected and retried
Failed-query requeue	Blocked or failed queries are re-queued once at the end of the run
Resumable state	Key-value store state keyed by an input hash, saved on PERSIST_STATE, MIGRATING and ABORTING
Run summary logging	Pages fetched, blocked pages, retries and emails per page

How the Yellow Pages Email Scraper works

A run of the Yellow Pages Email Scraper follows six steps, start to finish.

1. Read your input: keywords, location, email domains and limits.
2. Build Google queries such as site:yellowpages.com plumber "@gmail.com" "Tampa".
3. Fetch result pages through the Apify GOOGLE_SERP proxy using async aiohttp requests.
4. Parse each result block structurally to isolate title, account label and snippet.
5. Extract and normalise emails with a domain-filtered regex.
6. Deduplicate globally and push each lead to the dataset immediately.

Because results stream to the dataset as they are found, you can abort a long run and keep everything collected so far. Resumable state means a migrated run picks up where it left off rather than restarting the whole crawl.

Input fields for the Yellow Pages Email Scraper

These are every input the Yellow Pages Email Scraper accepts, with the exact defaults shipped in the Actor.

Field	Type	Default	Meaning
keywords	array (required)	["plumber", "contractor"]	Search terms describing the businesses you want
location	string	""	Optional location phrase added to every query
customDomains	array	["@gmail.com", "@yahoo.com"]	Only emails on these domains are kept; @ optional
maxEmails	integer 1-10000	20	Stop after this many unique emails
countryCode	string	""	Two-letter country for the search proxy (US, GB, DE...)
expandQueries	boolean	true	Search each keyword x domain pair in several phrasings
queryModifiers	array	["email", "contact", "enquiries", "owner", "get a quote"]	Extra words combined with each keyword when expansion is on
maxPagesPerQuery	integer 1-50	30	Page cap per query
maxConcurrency	integer 1-20	5	Parallel queries

Example input for the Yellow Pages Email Scraper

{
  "keywords": ["emergency plumber", "drain cleaning", "water heater repair"],
  "location": "Tampa, FL",
  "customDomains": ["@gmail.com", "@yahoo.com", "@aol.com"],
  "maxEmails": 300,
  "countryCode": "US",
  "expandQueries": true,
  "queryModifiers": ["email", "contact", "owner", "get a quote"],
  "maxPagesPerQuery": 30,
  "maxConcurrency": 5
}

Location: the highest-leverage input in the Yellow Pages Email Scraper

location is the lever that decides whether you get a usable contractor email list or a scattered national sample. Google's ~300-result cap applies per query, so narrowing geography multiplies total unique coverage.

Use the phrasing that appears on the listing itself. For US trades that means "Tampa, FL", "Columbus, OH", "Mesa, AZ" or a county phrase such as "Bergen County" rather than a vague "Florida".

Run one city at a time and stack the datasets. Ten runs across "Phoenix", "Scottsdale", "Glendale", "Chandler", "Gilbert", "Tempe", "Peoria", "Surprise", "Avondale" and "Goodyear" will out-produce a single "Arizona" run every time.

Neighbourhood and suburb phrases work well in dense metros. In Chicago, "Lincoln Park" and "Wicker Park" surface listings that a plain "Chicago" query buries below the 300-result ceiling.

Treat the Yellow Pages Email Scraper as a per-market tool and your total coverage grows with every extra city you queue.

Output fields from the Yellow Pages Email Scraper

Every dataset item the Yellow Pages Email Scraper writes contains all fourteen of these fields.

Field	Meaning
network	Platform name
keyword	The keyword that produced the lead
query	The exact Google query used
title	Raw result title
accountName	Account label Google prints
fullName	Display name parsed from a profile-style title; empty for post captions
username	URL-safe handle when the platform exposes one; otherwise null
profileUrl	Canonical account URL when a handle is known; otherwise empty
url	Direct platform link when exposed, else the profile URL
description	Bio snippet, cleaned of labels and engagement counters
email	Lower-cased email address
emailDomain	The matched domain
possiblyTruncated	true when Google's snippet ellipsis touched the email
foundAt	ISO 8601 UTC timestamp

Example output from the Yellow Pages Email Scraper

[
  {
    "network": "Yellow Pages",
    "keyword": "emergency plumber",
    "query": "site:yellowpages.com emergency plumber \"@gmail.com\" \"Tampa, FL\"",
    "title": "Rapid Rooter Plumbing - Tampa, FL - Yellow Pages",
    "accountName": "Rapid Rooter Plumbing",
    "fullName": "Rapid Rooter Plumbing",
    "username": "rapid-rooter-plumbing",
    "profileUrl": "https://www.yellowpages.com/rapid-rooter-plumbing",
    "url": "https://www.yellowpages.com/rapid-rooter-plumbing",
    "description": "24/7 emergency drain and sewer service across Hillsborough County. Email rapidrooter.tampa@gmail.com for a quote.",
    "email": "rapidrooter.tampa@gmail.com",
    "emailDomain": "@gmail.com",
    "possiblyTruncated": false,
    "foundAt": "2026-08-31T09:14:22.031Z"
  },
  {
    "network": "Yellow Pages",
    "keyword": "water heater repair",
    "query": "site:superpages.com water heater repair \"@yahoo.com\" \"Tampa, FL\"",
    "title": "Bayshore Water Heater Service - Superpages",
    "accountName": "Bayshore Water Heater Service",
    "fullName": "Bayshore Water Heater Service",
    "username": null,
    "profileUrl": "",
    "url": "",
    "description": "Tank and tankless installs, same-day repair. Contact bayshorewh@yahoo.com.",
    "email": "bayshorewh@yahoo.com",
    "emailDomain": "@yahoo.com",
    "possiblyTruncated": false,
    "foundAt": "2026-08-31T09:15:04.512Z"
  }
]

Use cases for the Yellow Pages Email Scraper

Teams reach for the Yellow Pages Email Scraper whenever the target buyer is a small local operator rather than a corporate account.

Use case	Who runs it	Typical setup
Territory list for a home-services agency	Local marketing agency	["roofer", "siding contractor"], location: "Columbus, OH"
Field-service software prospecting	B2B SaaS selling scheduling and dispatch	["hvac", "electrician"], location: "Phoenix, AZ"
Franchise gap analysis	Franchise development team	["carpet cleaning"], location: "Nashville, TN"
Small-commercial insurance outreach	Insurance brokerage	["landscaping", "tree service"], location: "Bergen County"
Payroll and bookkeeping upsell lists	Accounting practice	["auto repair", "body shop"], location: "Detroit, MI"
Market sizing for a vertical	Market researcher	Same keyword, 20 city runs, compare unique counts
Local SEO prospecting	SEO consultancy	["dentist", "orthodontist"], location: "Charlotte, NC"
Event and trade-show invite lists	Supplier or distributor	["general contractor"], location: "Dallas, TX"

Tuning the Yellow Pages Email Scraper for better yield

Start with three to six tightly related keywords rather than one broad term. "emergency plumber", "drain cleaning" and "sewer repair" reach different listings than "plumbing" alone.

Expand customDomains beyond the defaults. Independent trades in the US still use @gmail.com, @yahoo.com, @aol.com, @hotmail.com, @outlook.com and @comcast.net heavily, and each domain is a separate query.

Leave expandQueries on. It is the mechanism that works around Google's per-query result ceiling, and base queries always run first so the highest-signal results land early.

Raise maxConcurrency only if your account has proxy headroom. Five parallel queries is a sensible default; pushing to 20 increases the share of blocked pages that need retrying.

Set countryCode to US so the Yellow Pages Email Scraper searches from a US vantage point, which matters when your keyword also exists in other markets.

What to expect from a Yellow Pages Email Scraper run

In our own measured Google runs, Yellow Pages parsed 9 result blocks, of which 9 carried a business identity, 9 resolved to a profile URL, and 8 produced unique emails. That puts it among the strongest sources in this directory family.

Volume is not guaranteed and varies with keyword, domain list and location. A narrow niche in a small town legitimately returns a handful of rows; a broad trade across a large metro returns far more.

If a run comes back thin, widen customDomains first, then add keyword synonyms, then split the location into smaller sub-areas.

Compared with the thinner directories in this family, the Yellow Pages Email Scraper is a reliable primary source rather than a supplement.

Responsible use, GDPR and CAN-SPAM

The Yellow Pages Email Scraper collects only emails that businesses have published on a public directory listing. That still leaves obligations on you as the sender, and this section is guidance rather than legal advice.

Under CAN-SPAM, commercial email must carry accurate headers, a non-deceptive subject line, a physical postal address and a working opt-out that you honour promptly. Under GDPR and UK GDPR, you need a lawful basis, a clear privacy notice and a route to erasure for any personal data in your list.

Sole-trader emails such as firstname.lastname@gmail.com are personal data even when published for business purposes. Suppress anyone who opts out, keep a record of where each contact came from, and do not resell the raw dataset.

Limitations of the Yellow Pages Email Scraper

These constraints are real and worth reading before you plan a campaign around the Yellow Pages Email Scraper.

• Only finds businesses whose email is publicly visible in Google's index. A listing with the email behind a contact form will not appear.
• Google caps a single query at roughly 300 results. Query expansion exists precisely to work around this, but it is still a ceiling per query.
• possiblyTruncated: true means Google's snippet ellipsis touched the address. Verify those rows before sending.
• username and profileUrl are populated only when Google's result exposes a handle. Some rows carry accountName and fullName with an empty handle - a Google limitation, not a bug.
• Requires the Apify GOOGLE_SERP proxy. The Yellow Pages Email Scraper cannot run without Apify proxy credentials.
• Free Apify plans are capped at 100 emails per run; paid plans are uncapped.
• Results vary with keywords, domains and location. No volume is guaranteed by the Yellow Pages Email Scraper.

Yellow Pages Email Scraper FAQ

How many results should I expect from the Yellow Pages Email Scraper?

In our measured runs Yellow Pages parsed 9 blocks with 9 identified businesses and 8 unique emails - strong for this family. Real totals depend on your keyword breadth, domain list and how many cities you run.

Does the Yellow Pages Email Scraper log into Yellow Pages?

No. It never logs in, never uses a Yellow Pages API and never opens the Yellow Pages website. Every field comes from publicly indexed Google search results.

Which domains does the Yellow Pages Email Scraper cover?

yellowpages.com, yellowbook.com and superpages.com, all in the same run.

Can I use the Yellow Pages Email Scraper outside the United States?

The domains it targets are US-focused, so US and Canadian metros give the best return. For other regions, use the Cylex, Brownbook or Infobel Actors instead.

Why do some rows have username: null?

Google sometimes prints only a display name for a listing. When no handle appears, username is null and profileUrl is empty, but accountName and the email are still captured.

Can I get emails on my company's own domain?

Yes. Put any domain in customDomains - for example ["@comcast.net", "@bellsouth.net"] - and only matching addresses are kept.

What is possiblyTruncated?

A flag meaning Google's snippet ellipsis touched the email string, so the address may be cut short. Filter those rows out or verify them before an outbound send.

Do I need my own proxy?

No, but you do need Apify proxy credentials. The Yellow Pages Email Scraper runs on the Apify GOOGLE_SERP proxy and cannot operate without it.

How do I run a whole state?

Do not. Run the Yellow Pages Email Scraper one city or county at a time and merge the datasets - it beats Google's per-query cap and produces a much larger local business email list overall.

Is the free plan enough?

The free plan caps a run at 100 emails, which is fine for testing a keyword set on the Yellow Pages Email Scraper. Paid plans remove the cap.

Can I resume an interrupted run?

Yes. The Yellow Pages Email Scraper stores state in the key-value store keyed by an input hash, saved on Apify's PERSIST_STATE, MIGRATING and ABORTING events.

What if Google changes its layout?

The Yellow Pages Email Scraper parses structurally from the <h3> title rather than CSS class names, and a whole-page fallback parser keeps emails flowing even if markup shifts.

How is this different from a Yellow Pages business listing scraper?

A listing scraper crawls the site for addresses and phone numbers. The Yellow Pages Email Scraper is built for one job - finding published email addresses on the domains you nominate.

Which sibling Actor should I add next?

For US trades, pair this with the Manta Email Scraper and the Better Business Bureau Email Scraper. For a second high-yield local index, add the Fyple Email Scraper or the N49 Email Scraper for Canada.

Related Actors

Actor	What it collects
Yellow Pages Email and Phone Number Scraper	Emails and phone numbers from Yellow Pages
Yellow Pages Phone Number Scraper	Public phone numbers from Yellow Pages
Angi Email Scraper	Public contact emails from Angi
Bark Email Scraper	Public contact emails from Bark
Better Business Bureau Email Scraper	Public contact emails from Better Business Bureau
Bizapedia Email Scraper	Public contact emails from Bizapedia
Brownbook Email Scraper	Public contact emails from Brownbook
Callupcontact Email Scraper	Public contact emails from CallUpContact
Capterra Email Scraper	Public contact emails from Capterra
Clutch Email Scraper	Public contact emails from Clutch
Crunchbase Email Scraper	Public contact emails from Crunchbase
Cybo Email Scraper	Public contact emails from Cybo
Cylex Email Scraper	Public contact emails from Cylex
EC21 Email Scraper	Public contact emails from EC21
Europages Email Scraper	Public contact emails from Europages
ExportHub Email Scraper	Public contact emails from ExportHub
FindUsLocal Email Scraper	Public contact emails from FindUsLocal
Foursquare Email Scraper	Public contact emails from Foursquare
Fyple Email Scraper	Public contact emails from Fyple
G2 Email Scraper	Public contact emails from G2
Hotfrog Email Scraper	Public contact emails from Hotfrog
Houzz Email Scraper	Public contact emails from Houzz
Infobel Email Scraper	Public contact emails from Infobel
Kompass Email Scraper	Public contact emails from Kompass
Lacartes Email Scraper	Public contact emails from Lacartes
Manta Email Scraper	Public contact emails from Manta
MapQuest Email Scraper	Public contact emails from MapQuest
N49 Email Scraper	Public contact emails from N49
Porch Email Scraper	Public contact emails from Porch
Scoot Email Scraper	Public contact emails from Scoot
Thomasnet Email Scraper	Public contact emails from Thomasnet
Thumbtack Email Scraper	Public contact emails from Thumbtack
Touch Local Email Scraper	Public contact emails from Touch Local
TradeIndia Email Scraper	Public contact emails from TradeIndia
Trustpilot Email Scraper	Public contact emails from Trustpilot
Tupalo Email Scraper	Public contact emails from Tupalo
Yalwa Email Scraper	Public contact emails from Yalwa
Angi Email and Phone Number Scraper	Emails and phone numbers from Angi
Bark Email and Phone Number Scraper	Emails and phone numbers from Bark
Better Business Bureau Email and Phone Number Scraper	Emails and phone numbers from Better Business Bureau
Bizapedia Email and Phone Number Scraper	Emails and phone numbers from Bizapedia
Brownbook Email and Phone Number Scraper	Emails and phone numbers from Brownbook

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