Facebook Business Page Scraper: Find Local Businesses With Phone and Email

In many cities, small businesses run on a Facebook page instead of a website: salons, clinics, tradesmen, caterers, shops. Their page often lists a phone number, an email and opening hours that you won’t find anywhere else. A Facebook business page scraper collects those details for a whole list of businesses at once. Here’s how it works in LeadTrapper, step by step.

Why Facebook Pages Are Good Local Leads

Google Maps is the first place most people look for local businesses, and LeadTrapper’s Google Maps scraper covers it. Facebook adds two things Maps doesn’t show: businesses that are active on social media, and whether they are running ads, which tells you they already pay for marketing. That makes Facebook pages especially useful for agencies, suppliers and anyone selling to small businesses.

How to Scrape Facebook Business Pages

In LeadTrapper, open Facebook and then Business Leads:

1. Type your keywords, one per line, for example “dental clinic” and “dentist”. Each keyword runs its own Facebook search.
2. Type the city or country, for example “London”.
3. Optional: open Advanced settings to add keep words (only pages that mention them stay) and drop words (pages that mention them are removed).
4. Set Max Results, from 10 to 5,000.
5. Press Start. LeadTrapper opens each page to read its details, about 1 to 2 minutes per 10 pages.

Log in to Facebook first with the Connect button: you get more and better results. Pages you found in an earlier run are skipped next time, so repeated searches only add new businesses.

What You Get for Each Page

Many pages publish no email or phone; that’s normal. For those with a website, the Email Finder reads the contact and team pages of the site. Download the list as CSV or Excel, or use Load to Campaign to send the phone numbers to the WhatsApp bulk sender, which checks each number on WhatsApp before sending.

Facebook Pages or Google Maps?

Both list local businesses, and the best lists usually use both. They answer different questions:

A worked example. A catering supplier wants cafes and bakeries in one city. A Google Maps search gives the full list of places with their phone numbers and ratings. A Facebook Business Leads search for “bakery” and “cafe” in the same city adds the businesses that sell through their page, often with an email that Maps doesn’t show, and marks which ones advertise. Combine the two exports and remove duplicates by phone number; the WhatsApp Number Filter does that and keeps only numbers that are on WhatsApp.

Start with the source your customers use most. For restaurants, salons and clinics that’s usually Google Maps; for home bakers, boutiques and online shops it’s often Facebook or Instagram.

Tips for a Better List

• Use two or three keywords for the same business type; each finds pages the others miss.
• Add drop words like “jobs”, “course” or “supplies” so training pages and suppliers don’t fill your list.
• Sort by ad status if you sell marketing: businesses already running ads are used to paying for it. The Facebook Ad Library scraper finds advertisers by keyword directly.
• Already have page links? Paste them into Page Details to read the same details for a list you made yourself.
• Keep runs modest. Several smaller runs over a few days are gentler on your account than one huge run.

From List to Customers

A list of pages is only the start. A simple routine turns it into conversations:

1. Sort and pick. Sort by followers, rating or ad status and pick the 30 to 50 businesses that best fit what you sell.
2. Fill the gaps. For pages without an email, run their websites through the Email Finder; for pages without a phone, check the business on Google Maps.
3. Check the numbers. Load the phone numbers into a campaign: every number is checked on WhatsApp before anything is sent, and numbers without WhatsApp are skipped.
4. Send a short, personal first message. Their business name, why you’re writing to them, and one easy question. A few at a time, from a warmed-up number.
5. Reply fast and follow up once. Then note what worked, and run the next search in a new city or niche.

Repeat the search every few weeks: new businesses open all the time, and pages found before are skipped, so each run only adds what’s new.

Facebook's Rules and Your Account

Meta’s Terms of Service prohibit accessing or collecting data from its products by automated means without Meta’s prior permission, and LeadTrapper can’t grant that permission, so the risk is yours. This isn’t legal advice. Use a Facebook account you can afford to have limited. When Facebook shows a security check, LeadTrapper pauses Facebook runs for 24 hours; after three blocked responses in a row it pauses for two hours.

The Facebook scraper page lists everything else it does, from group members to page posts. For Instagram, the same kind of search is covered in the Instagram email extractor guide.

In short: Facebook pages are a good second source of local leads after Google Maps, especially for businesses that live on social media and for anyone selling marketing, because the ad status shows who already spends money on it. Search by keyword and city, filter with keep and drop words, read each page’s contact details, then check the numbers and send a short personal message to the best fits. Keep runs modest, use an account you can afford to have limited, and remember that Meta’s terms make the risk yours. A careful list of fifty good fits is worth more than five thousand random pages.