Facebook Profile Lead Scraper

🔎 Find personal Facebook profile leads

Facebook Profile Lead Scraper is for recruiters, sales teams, and researchers who need public personal profiles that match a search phrase. Enter keywords and get names, profile links, bios, professional details, audience counts, verification, and public external links in a structured dataset. Use a location or email-domain filter to narrow the search, and set a lead limit when you want fewer saved leads.

• Find public profiles for property outreach with Real Estate Broker.
• Build a people list for hiring research with Recruiter.
• Find public profiles for coaching research with Business Coach.
• Find local wedding professionals for outreach with Wedding Photographer.
• Find fitness professionals for a contact list with Personal Trainer.
• Find home-loan professionals for market research with Mortgage Broker.
• Find money professionals for local research with Financial Advisor.
• Find insurance professionals for outreach with Insurance Agent.

👤 See the profile lead data

The default dataset holds one row for each eligible public personal Facebook profile. Required values are the name, profile URL, and first matching keyword. When public data is available, a row can also include a bio, work history, audience counts, a verification flag, and external links. Optional values can be missing.

If the same profile appears through another keyword, location, or submitted value, the Actor keeps the first eligible match and ignores later matches. matchedKeyword shows the keyword from that first saved match.

▶️ Search by keyword, then review the leads

Add at least one keyword, optionally add locations or email domains, and run the Actor. Start with the prefilled example for a small check. The Actor writes qualifying rows to the default dataset as they are found, so you can review saved data while discovery continues.

Use a small maxItems value when you want fewer rows. Leave it empty to return all available results until the source is exhausted.

⚙️ Input

Input fields

Field	Type	What it does
keywords	array of strings	Required search terms for relevant public personal Facebook profiles. This does not perform name-only profile lookup.
locations	array of strings	Optional places used to narrow discovery. Leave it empty to search without a location filter.
emailDomains	array of strings	Optional public email domains used to narrow matches. Leave it empty to allow any public email domain. Private or hidden emails are not added.
maxItems	integer	Optional cap on saved qualifying personal profile leads. Leave it empty to return all available results until the source is exhausted.

Example input

This example is copied from a successful current-beta run.

{
  "keywords": [
    "fitness coach"
  ],
  "maxItems": 1
}

🧾 Output

Output shape

The default dataset uses one output shape. Optional fields can be omitted when the source does not expose them. The table includes every field in that shape.

Field	Type	What it does
fullName	string	Public name shown on the personal Facebook profile.
profileUrl	string (URI)	Public Facebook URL for the personal profile.
matchedKeyword	string	Submitted keyword that first caused the profile to be saved.
bio	string	Public bio text when available.
professional	object	Public work or professional details when available.
professional.occupation	string	Public occupation or professional description.
professional.workHistory	array of objects	Public work entries shown on the profile.
professional.workHistory[].role	string	Public role or job title in the work entry.
professional.workHistory[].employer	string	Public employer or organization in the work entry.
professional.workHistory[].location	string	Public location listed for the work entry.
professional.workHistory[].url	string (URI)	Public URL linked to the work entry when available.
audience	object	Public audience counts shown on the profile.
audience.followers	integer	Public number of followers.
audience.following	integer	Public number of accounts this profile follows.
verification	object	Public verification information shown on the profile.
verification.isVerified	boolean	Whether Facebook shows a public verification mark.
externalLinks	array of objects	Public links listed on the profile.
externalLinks[].url	string (URI)	Public external link.
externalLinks[].label	string	Public label or title for the link when available.

Example profile lead

This genuine row comes from a successful current-beta run.

{
  "fullName": "Cathy Finley",
  "profileUrl": "https://www.facebook.com/cathy.finley.3/",
  "matchedKeyword": "real estate agent",
  "bio": "Cathy Finley. 709 likes · 3 talking about this. Real Estate Agent with Misti Mauceli Lewis Real Estate",
  "professional": {
    "occupation": "Real Estate Agent/Salesperson",
    "workHistory": [
      {
        "role": "Real Estate Agent/Salesperson",
        "employer": "Misti Mauceli Lewis Realty, Realtor, Broker-Owner",
        "url": "https://www.facebook.com/greenvillemsrealty"
      }
    ]
  },
  "audience": {
    "followers": 709,
    "following": 506
  },
  "verification": {
    "isVerified": false
  }
}

The complete field table remains the contract when a row has fewer optional fields.

💳 Pricing

This Actor uses pay-per-event pricing. You pay for each qualifying personal profile lead saved to your dataset. The current tiered event prices are shown in the Actor pricing panel.

🔌 Integrations

Read the default dataset in Apify Console or through the Apify API. You can export the saved leads and use Apify schedules or webhooks around your runs.

❓ FAQ

Why did a matching name not appear in the output?

This Actor uses keywords for discovery and does not do name-only profile lookup. A profile also needs to be public and eligible for the search.

How does the location filter work?

Add one or more locations to narrow discovery to profiles associated with those places. Leave locations empty to search without a location filter.

What does the email domain filter change?

It keeps matches with public email addresses from the domains you enter. Leave emailDomains empty to allow any public email domain. Private or hidden emails are not added.

What happens when the same profile matches more than one keyword?

The first eligible match is saved. Later matches for that profile are ignored, and matchedKeyword keeps the keyword from the first saved match.

Can I use several keywords in one run?

Yes. Add one or more search terms to keywords. The Actor searches each submitted value and saves eligible profile leads.

What happens if I leave Maximum leads empty?

The Actor returns all available results until the source is exhausted.

Why are some output fields missing?

Some profile details are not public. The Actor leaves unavailable optional values empty or omits them instead of making them up.

Does it collect Facebook Pages or private profiles?

No. This Actor is for public personal profiles. Private, restricted, and other non-person Facebook surfaces are outside its scope.

Can I read the leads through an API?

Yes. The output links to the default dataset, which you can read through the Apify API or export from Apify Console.

📝 Changelog

v0.0 (02-09-2026)

• Initial release.

🆘 Support

For issues, questions, or feature requests, file a ticket and I'll fix or implement it in less than 24h 🫡

🔗 Related Actors

• Facebook User Posts Scraper: Review public posts from a returned profile when you need source activity context.
• Facebook Business Page Lead Scraper: Find public business Pages when your work needs company leads instead of personal profiles.
• Instagram User Search: Find public Instagram accounts from related keywords for cross-platform profile research.
• YouTube Lead Scraper: Find public creator email leads from YouTube keywords or known channels.
• Website Emails Scraper: Check public websites linked from profiles for contact emails.

Made with ❤️ by Maxime Dupré