Social Media Lead Scraping with ProfileSpider
Use ProfileSpider to extract visible public profile, company, and contact data from social media pages, search results, profile lists, and public web pages that link to social profiles. Save the results to a list, enrich missing details, and export to CSV, Excel, or JSON.
Goal
What This Workflow Is For
Turn public social profile pages, search results, and social-link sources into a structured lead list.
Use this workflow when you find people, companies, creators, founders, recruiters, agencies, consultants, or prospects through public social media pages and want to organize them into a clean lead list.
ProfileSpider is not a social media automation bot. It is a browser-based lead extraction tool. The workflow is to open a public page in Chrome, extract visible profile or company data, save it to a list, and export the result.
This page is the product-led next step after reading about social media scrapers. Instead of comparing scraper tools, it shows how to use ProfileSpider to turn social media discovery into a usable spreadsheet.
Prerequisites
Before You Start
Confirm the page and tooling match this workflow.
Before you start, make sure you have:
- ProfileSpider installed in Chrome
- A public page open in Chrome that contains visible profiles, companies, social links, or repeated profile cards
- Permission to access and use the data for your intended purpose
- A clear output goal, such as a prospect list, recruiting list, creator list, agency list, or company research list
This workflow is for extracting visible public data you can access normally in your browser. It is not intended for bypassing logins, scraping private data, or automating actions inside social networks.
Fit
Best For / Not Ideal For
Set expectations before you install or run an extract.
Best for
- Public profile lists and search result pages
- Google X-Ray search results that link to LinkedIn or other social profiles
- Public creator, founder, consultant, or agency lists
- Company websites that include LinkedIn, X, GitHub, Instagram, or other social links
- Directories that link to social profiles
- Recruiting and sales research where profile URLs are useful
- Building a structured list before enrichment or email finding
Not ideal for
- Private social media data you are not allowed to access
- Automating follows, messages, comments, likes, or connection requests
- Pages where all useful data is hidden behind login walls
- Extracting from mobile-app-only screens with no normal web page
- Expecting verified emails from social profiles without enrichment or email finding
- Large-scale scraping that violates a platform’s rules or applicable law
Steps
Step-by-Step Workflow
- 1
Find a public social-profile source
Start with a page that contains visible people, companies, or profile links. This could be a public search result page, a directory, a company website with social links, a public profile list, or a Google X-Ray search result.
For LinkedIn research, the LinkedIn X-Ray Search Builder can help you create Google searches that surface relevant public LinkedIn profile URLs.
- 2
Open the source page in Chrome
Load the page normally and make sure the profiles, companies, names, links, or cards you want are visible before running the extraction.
- 3
Open ProfileSpider
Click the ProfileSpider extension icon. The extension analyzes the visible page and prepares the extraction workflow.
- 4
Extract the visible profile or company data
Run the extraction to turn visible people, companies, social links, and source URLs into structured rows.
The exact fields depend on what the source page exposes. If a page shows only names and social URLs, those may be the main fields available.
- 5
Save the results to a list
Save extracted rows to a new or existing list. Use tags and notes to separate social platform, campaign, niche, region, role, or source.
For example, you could tag rows as linkedin-xray, founder-list, agency-research, creator-leads, or recruiting-source.
- 6
Enrich, find emails, or export
If the source only gives profile URLs, use enrichment or email finding where available. Then export the cleaned list as CSV, Excel, or JSON.
Schema
What ProfileSpider Extracts
Default fields for this workflow. Add or remove columns before you extract.
- NameThe person, company, creator, agency, consultant, or profile name shown on the source page.
- TitleJob title, headline, role, or profile description when available.
- CompanyThe company or organization connected to the profile, if visible.
- Social Profile URLLinkedIn, X, GitHub, Instagram, Facebook, TikTok, YouTube, or other profile URL when linked from the source page.
- WebsiteA personal, company, portfolio, or business website if the page exposes one.
- EmailAn email address if it is visible on the page or added later through email finding where available.
- LocationCity, country, region, or service area when shown.
- Bio or DescriptionProfile summary, company description, creator bio, or short description if available.
- TagsLabels you add to segment social leads by platform, use case, campaign, role, or niche.
- Source URLThe page where the row was extracted from, useful for verification and deduplication.
Output
Example Output
What a downloaded file looks like. Real exports are saved as .csv, .xlsx, or .json.
| Name | Title | Company | Social URL | Website | Tags | Source | |
|---|---|---|---|---|---|---|---|
| Sofia Martin | Founder | Northstar Talent | linkedin.com/in/sofiamartin | northstartalent.com | linkedin-xray, founder | google.com/search?q=site:linkedin.com/in+founder+talent | |
| Daniel Weber | B2B Growth Consultant | Weber Growth | x.com/danielweber | webergrowth.io | daniel@webergrowth.io | consultant, b2b | example-directory.com/b2b-consultants |
| Nina Verhoeven | Head of Partnerships | ExampleTech | linkedin.com/in/ninaverhoeven | exampletech.com | partnerships, saas | exampletech.com/team |
Troubleshooting
Common Problems
The page only shows profile URLs
Extract the profile URLs first and save them to a list. Then enrich or research the rows further where available.
Emails are missing
Most social profile sources do not expose emails directly. Use email finding where available, or export the list with names, companies, social URLs, and source URLs for later research.
The social network blocks or limits access
Only use pages you can access normally in your browser. Avoid workflows that bypass login walls, platform restrictions, or private data boundaries.
The extracted list includes irrelevant profiles
Review the list before export. Remove irrelevant rows, use tags to segment useful profiles, and keep the source URL so you can trace where each row came from.
The same person appears multiple times
Social leads often appear across multiple pages or platforms. Use profile URLs, company names, and source URLs to identify likely duplicates before outreach.
Questions