Walmart Phone Number Scraper

Walmart Phone Number Scraper

📞 Walmart Phone Number Scraper collects public phone numbers of sellers and suppliers from Walmart. Search by keyword, country and city, validate each number, and export clean CSV, JSON or Excel data.

🔍 Walmart Phone Number Scraper – Overview

Walmart Phone Number Scraper is an Apify Actor that finds public phone numbers on Walmart and saves them as a structured phone lead list. Walmart is a US retail chain with a large online marketplace, and its public pages sometimes show a call, booking or WhatsApp number in the title or description. Walmart Phone Number Scraper is built to find contact numbers of sellers and suppliers.

Walmart Phone Number Scraper validates every number against the numbering plan of the country you select and removes duplicates. Logging in to Walmart is not required, and results export to CSV, JSON or Excel for your CRM, dialler or WhatsApp outreach. Walmart Phone Number Scraper suits lead generation, sales prospecting and market research.

✅ Walmart Phone Number Scraper at a glance

• Source: public pages on Walmart (walmart.com)
• Default country: United States (+1)
• Prefilled keywords: seller, supplier
• Default limit: 5 phone numbers per keyword (maximum 10,000)
• Output: one dataset row per phone number from Walmart, in JSON, CSV or Excel

✨ Walmart Phone Number Scraper – Key Features

Walmart Phone Number Scraper combines wide country coverage with practical filters:

• Keyword search on Walmart: Walmart Phone Number Scraper runs one keyword or a long list, each searched separately.
• 194 countries, one or many: numbers found on Walmart are validated against each selected dial code and numbering plan.
• City targeting: add places such as Bentonville or Dallas, each searched on its own.
• Three number modes: WhatsApp, call or booking, or any number published on Walmart.
• Number filters: mobile or landline, area-code prefixes, fake and premium-rate removal.
• Profile and text filters: profile pages only, follower range, include and exclude words, one number per account on Walmart.
• Optional extras: line type, carrier, area, formats, WhatsApp links, profile details and emails for Walmart leads.
• Only new leads: remember earlier runs and keep a do-not-call list, so you never pay twice for the same lead.
• Cost control: per-keyword and total limits, page caps, 1 to 10 parallel searches.
• API and scheduling: run Walmart Phone Number Scraper through the Apify API or on a schedule.

💡 Why use Walmart Phone Number Scraper? One repeatable run replaces manual searching on Walmart: validated numbers, no duplicates, data ready for your CRM or dialler.

🚀 Walmart Phone Number Scraper – How to Use It

Follow these steps to run Walmart Phone Number Scraper from the Apify Console:

• Step 1 – Open Walmart Phone Number Scraper on the Apify Store and go to the Input tab.
• Step 2 – Add keywords for Walmart, such as seller or supplier.
• Step 3 – Choose a country, such as United States (+1), and optionally add cities like Bentonville to narrow your search on Walmart.
• Step 4 – Pick the number mode for Walmart and set Max Phone Numbers.
• Step 5 – Add filters and extras for Walmart if you need them.
• Step 6 – Run Walmart Phone Number Scraper and export the dataset as JSON, CSV or Excel, or read it through the API.

While it runs, the status message shows how many searches have finished and how many phone numbers were saved.

🔎 How to scrape Walmart phone numbers for a city or region?

Walmart Phone Number Scraper searches every keyword with every place in Cities or regions, such as Bentonville and Dallas. The selected country still decides the dial code. Two keywords and two cities make four searches, so add a total limit for long lists.

💬 Can Walmart Phone Number Scraper find WhatsApp or booking numbers on Walmart?

Yes. There are three modes: WhatsApp numbers (the default), call or booking numbers, and any number without a contact word. Choose mobile numbers when you plan WhatsApp or SMS outreach.

💡 Walmart Phone Number Scraper – Use Cases

Typical ways to use Walmart Phone Number Scraper:

• Reach sellers and suppliers that publish a business number on Walmart pages.
• Build prospect lists for agencies serving Walmart marketplace sellers.
• Find vendors by product keyword and region.
• Send contacts from Walmart to your CRM or dialler as CSV, JSON or Excel, with duplicates already removed.

📌 Walmart Phone Number Scraper reads public pages on Walmart. Review the numbers and follow local marketing and privacy rules before you contact anyone.

⚙️ Walmart Phone Number Scraper – Input

Walmart Phone Number Scraper needs only two fields: keywords and country. Everything else is optional and tunes how Walmart is searched.

Field	What it does
keywords	Required. Words to search for on Walmart, one search each. Default: seller, supplier.
perKeywordMaxContacts	Max Phone Numbers applies per keyword (off: one total for the run). Default: on.
country	Required. Dial code and numbering plan used to validate numbers. Default: United States (+1).
additionalCountries	More countries searched on Walmart in the same run. Default: none.
locations	Cities or regions searched on Walmart with every keyword. Default: none.
contactIntent	whatsapp, callOrBooking or anyNumber. Default: whatsapp.
resultsFreshness	Pages on Walmart indexed in the past day, week, month or year. Default: any.
maxPhoneNumbers	Numbers to collect from Walmart, 1 to 10,000. Default: 5.
maxTotalPhoneNumbers	Hard stop for the whole run. 0 means none. Default: 0.
maxConcurrentSearches	Parallel searches, 1 to 10. Default: 5.
phoneNumberType	any, mobile or landline. Default: any.
onePhonePerProfile	Keep the first number per account on Walmart only. Default: off.
onlyAreaCodes	Keep only prefixes such as +44 20. Default: none.
skipFakeNumbers	Drop sequential, repeated and premium-rate numbers. Default: off.
profilesOnly	Keep only profile pages like walmart.com/name. Default: off.
minFollowers	Minimum followers. 0 is off. Default: 0.
maxFollowers	Maximum followers. 0 is off. Default: 0.
includeWords	Words required in the title or description. Default: none.
includeWordsMatch	any or all of the include words. Default: any.
excludeWords	Skip results from Walmart containing these words. Default: none.
addNumberDetails	Adds line type, carrier, area, formats and WhatsApp link. Default: off.
addProfileDetails	Adds username, page type, followers and tier. Default: off.
extractEmails	Adds emails found next to the number. Default: off.
skipPreviouslyFoundNumbers	Skip numbers saved by earlier runs. Default: off.
historyStoreName	History name: lowercase letters, numbers, hyphens. Default: walmart-phone-history.
excludePhoneNumbers	Do-not-call list. +4470* skips a range. Default: none.
excludeAccounts	Usernames or profile links on Walmart to skip. Default: none.
maxPagesPerSearch	Result pages per search. 0 is automatic. Default: 0.
stopAfterIdlePages	End a search after this many pages without new numbers. Default: 3.
proxyConfiguration	Optional. The default suits most runs. Default: automatic.

Leave the optional fields at their defaults for a first Walmart Phone Number Scraper run, then tighten the filters.

🧪 Sample input for Walmart Phone Number Scraper

This example searches Walmart for seller and supplier in Bentonville and Dallas, looks for WhatsApp numbers, keeps mobile numbers only, keeps pages indexed in the past month and skips fake-looking numbers, and remembers numbers between runs.

{
  "keywords": ["seller", "supplier"],
  "country": "United States (+1)",
  "locations": ["Bentonville", "Dallas"],
  "contactIntent": "whatsapp",
  "resultsFreshness": "month",
  "maxPhoneNumbers": 50,
  "maxTotalPhoneNumbers": 200,
  "phoneNumberType": "mobile",
  "skipFakeNumbers": true,
  "addNumberDetails": true,
  "skipPreviouslyFoundNumbers": true,
  "historyStoreName": "walmart-phone-history"
}

📦 Walmart Phone Number Scraper – Output and Data Fields

Walmart Phone Number Scraper saves one dataset row per phone number, together with the page on Walmart it came from. Optional fields appear only when their option is on. Run totals are also saved to a SUMMARY record in the key-value store.

Field	Meaning
phone_number	Number in international E.164 format, such as +12015550123.
country	Country the number was validated for.
dial_code	Dial code of that country.
keyword	Keyword of the search that found it.
location	City or region searched (only with Cities or regions).
title	Title of the result on Walmart.
description	Snippet that contained the number.
url	Link to the page on Walmart.
platform	Walmart.
proxyGroups	Technical field, filled in automatically.
phoneType	Number details: mobile, landline, voip, toll-free or unknown.
carrier	Number details: original network, when known.
numberArea	Number details: city or region of a landline, when known.
phoneInternational	Number details: such as +1 201-555-0123.
phoneNational	Number details: such as (201) 555-0123.
whatsappLink	Number details: click-to-chat link such as https://wa.me/12015550123.
username	Profile details: account name from the address or title.
pageType	Profile details: profile (walmart.com/name), post, reel or other.
followersCount	Profile details: followers shown in the result, else empty.
influencerTier	Profile details: nano, micro, macro or mega.
emails	Extract emails: addresses found in the same snippet.

Every row from Walmart Phone Number Scraper keeps the keyword and country, so lists from different runs can be merged safely.

🧾 Sample output

Sample record from Walmart Phone Number Scraper with every option switched on (illustrative values):

{
  "phone_number": "+12015550123",
  "country": "United States",
  "dial_code": "+1",
  "keyword": "seller",
  "location": "Bentonville",
  "title": "Example Studio - Walmart",
  "description": "12.4K followers. Call +1 201-555-0123 to book or ask a question - hello@example.com",
  "url": "https://www.walmart.com/examplebrand",
  "platform": "Walmart",
  "proxyGroups": ["<automatic>"],
  "phoneType": "landline or mobile",
  "carrier": null,
  "numberArea": "New Jersey",
  "phoneInternational": "+1 201-555-0123",
  "phoneNational": "(201) 555-0123",
  "whatsappLink": "https://wa.me/12015550123",
  "username": "examplebrand",
  "pageType": "profile",
  "followersCount": 12400,
  "influencerTier": "micro",
  "emails": ["hello@example.com"]
}

💰 Pricing

💰 Walmart Phone Number Scraper bills per result: each phone number from Walmart saved to the dataset is one result. Numbers removed by a filter, skip list, history or limit are not saved and not charged. See the Pricing tab on the Actor page for the current rate.

Free Apify accounts receive up to 20 rows per run with Walmart Phone Number Scraper. Max Phone Numbers, the total limit and the maximum cost per run keep spending predictable, and the run stops cleanly when a limit is reached.

🛠️ Tips and Best Practices

• Start small with Walmart Phone Number Scraper. Keep the default of 5 numbers per keyword for a test run, then raise Max Phone Numbers.
• Match mode and type. Pair WhatsApp mode with mobile numbers, and call or booking mode with landlines when you search Walmart.
• Thin results? Add related keywords, switch to Any number, or raise the page depth and idle-page limits for Walmart.
• Profile filters expect walmart.com/name addresses. Leave Profile pages only off when pages on Walmart use longer addresses.
• Follower filters need a visible count. Results from Walmart without one are skipped while a follower filter is on.
• Schedule Walmart Phone Number Scraper. Turn on Skip phone numbers found in earlier runs to receive only new leads.
• Large runs. Raise the run timeout in Run options. The default is 3,600 seconds.
• Review before outreach. Snippets can be cut off, so check numbers from Walmart and respect local rules.

❓ Frequently Asked Questions

❔ What does Walmart Phone Number Scraper do?

Walmart Phone Number Scraper searches public pages on Walmart for phone numbers that match your keywords and country, validates them and saves them as dataset rows. Export the data as CSV, JSON or Excel.

🌍 Can Walmart Phone Number Scraper target one country or city on Walmart?

Yes. Walmart Phone Number Scraper accepts one of 194 countries, optionally more, and a list of cities. Each combination is searched separately, and numbers found on Walmart are validated for the country they belong to.

📱 Can Walmart Phone Number Scraper add WhatsApp links to the numbers it finds on Walmart?

Yes. Switch on number details and Walmart Phone Number Scraper adds a click-to-chat link to each row, plus line type, carrier and area when known. The link opens a chat but does not prove that the number has a WhatsApp account.

🔐 Does Walmart Phone Number Scraper need a login or API key for Walmart?

No. Walmart Phone Number Scraper works without logging in to Walmart, so you need no cookies, passwords or API keys. You only need an Apify account.

📊 How many phone numbers can I collect from Walmart per run?

Max Phone Numbers accepts up to 10,000, per keyword by default, and the total limit caps the whole run. Free Apify accounts receive up to 20 rows per run.

⚖️ Is it legal to scrape phone numbers from Walmart?

Walmart Phone Number Scraper reads publicly visible text on Walmart only, but phone numbers can be personal data. Check the rules that apply to you, such as GDPR, PECR or do-not-call registries. This is not legal advice.

🤝 Support

Questions, feature ideas or a custom version of Walmart Phone Number Scraper? Use the Issues tab on the Actor page, or write to the address below.

• contact me by email : alphascraper69@gmail.com