
12 Best Social Media Scrapers in 2026: No-Code, API & Automation Tools Compared
Compare 12 social media scrapers for lead generation, recruiting, profile extraction, automation, APIs, and enterprise data collection.
Find professional profiles for recruiting, sourcing, sales prospecting, research, and creator discovery. Describe the type of person you want to find, and get AI-generated search queries for LinkedIn, GitHub, X, YouTube, Reddit, Stack Overflow, Behance, Google Scholar, and more. No sign-up required.
This tool is designed for finding public professional profiles, candidates, leads, founders, creators, researchers, and subject-matter experts — not private people, addresses, phone numbers, or background-check information.
ProfileSpider's People Finder helps recruiters, sourcers, founders, and sales teams turn a short brief into sourcing-ready queries across professional and community platforms. Pair it with our LinkedIn X-Ray Search Builder for precise Boolean filters, or use the Email Pattern Generator once you've found the right profiles.
Try an example (prefills above; then click Generate profile search queries)
Describe the professional profile you want to source, then click Generate profile search queries.
The tool is built for professional sourcing, not personal people lookup. Enter a role, skill, industry, company type, location, or platform signal, and the AI turns it into search queries that help you find public profiles across professional and community platforms — for example "backend engineers with Django experience in Amsterdam", "heads of sales at fintech companies in London", "founders of climate SaaS startups in Berlin", "machine learning researchers in Toronto", or "UX designers at healthtech startups in New York".
Coverage includes LinkedIn, X (Twitter), GitHub, and Stack Overflow for engineers and operators; Behance, Dribbble, Kaggle, and GitHub for designers and technical portfolios; Google Scholar for researchers; Reddit, YouTube, and Medium for community and industry voices; and Crunchbase for founders and startups. The AI picks platforms that fit your professional brief — a search for ML engineers leans into GitHub, Stack Overflow, and Scholar; a VP Sales brief leans into LinkedIn, X, and Crunchbase.
For each platform you get a native search button (where the platform's own search works well, like LinkedIn or GitHub) and Google or Bing buttons that target that network's profile pages — so one description can produce many high-quality searches in seconds. Want full control over LinkedIn only? The LinkedIn X-Ray Search Builder gives you Boolean filters for title, company, location, and seniority. Researching organizations? The Company Finder targets maps, directories, and B2B listings.
Tip: once you've identified the right people, predict work email with the Email Pattern Generator, then install ProfileSpider to extract names, titles, and contact details from profile or search results pages in one click — built for recruiting, sales prospecting, and lead generation at scale.
This tool is designed for professional sourcing workflows where you need to find public profiles across LinkedIn, GitHub, X, Reddit, YouTube, Stack Overflow, Behance, Google Scholar, Crunchbase, and other platforms.
This is not a personal lookup, background-check, address search, reverse phone lookup, or private people-search engine. It does not find private personal records. It helps generate search queries for public professional profiles and business-relevant people research.
Pick a tool, run it in your browser, and take your results further with ProfileSpider.
Build targeted X-Ray search queries to find LinkedIn profiles via Google and Bing.
Describe companies you want — AI-generated queries for Google Maps, Yelp, LinkedIn Companies, Crunchbase, G2, Capterra, Facebook, and more.
Paste a company domain to discover its LinkedIn, X, Facebook, Instagram, YouTube, GitHub and other social profiles from the homepage.
Predict likely email formats for any company domain (e.g. first.last@company.com).
Install the free extension to extract names, titles, emails, and social links from LinkedIn, search results, and company pages in one click.

Compare 12 social media scrapers for lead generation, recruiting, profile extraction, automation, APIs, and enterprise data collection.

Compare the best AI prospecting and sales intelligence tools for lead generation, enrichment, outreach, intent data, and B2B sales workflows.

Learn how to source candidates using LinkedIn, GitHub, referrals, communities, AI tools, and profile scraping workflows to build better hiring pipelines.
You describe a professional profile, candidate, lead, or expert in plain language — for example, "backend engineers with Django experience in Amsterdam" or "heads of sales at fintech companies in London". An AI picks platforms suited to public professional discovery (LinkedIn, X, GitHub, Stack Overflow, Google Scholar, Behance, Reddit, YouTube, Crunchbase, and more) and outputs targeted search queries. Native search buttons appear where keyword search works well (e.g. LinkedIn, GitHub, YouTube). Stack Overflow is Google/Bing X-Ray only, using site:stackoverflow.com/users so hits are user profiles, not Q&A pages. Other platforms use X-Ray with the right site: filter.
No. This tool is designed to find public professional profiles for recruiting, sales prospecting, sourcing, research, and creator discovery. It is not a background-check tool, address finder, reverse phone lookup, or private people-search database.
Yes. Recruiters can describe a role, skill set, location, seniority level, or target platform and generate sourcing queries for LinkedIn, GitHub, Stack Overflow, Google Scholar, and other professional sources.
Yes. Sales teams can describe a buyer persona, such as "VP Sales at fintech companies in London" or "B2B SaaS founders in Berlin," and generate searches for public professional profiles.
No. The tool generates search queries for public profile discovery. Once you find relevant profiles, you can use ProfileSpider and related tools to extract visible profile data, enrich records, and prepare outreach responsibly.
The AI can use LinkedIn, Twitter/X, GitHub, Instagram, Facebook, Reddit, YouTube, TikTok, Medium, Substack, Stack Overflow, Behance, Dribbble, Kaggle, Meetup, Google Scholar, Crunchbase, and general web search — only where they fit your description (e.g. Dribbble/Behance for designers, Scholar for researchers, Crunchbase for founders and companies).
Yes. The People Finder is completely free and does not require an account or sign-up.
The X-Ray Search Builder lets you manually configure structured filters for LinkedIn only. The People Finder uses AI to generate diverse queries across multiple platforms from a single natural-language description — it's faster and covers more ground.
The tool is rate-limited to prevent abuse. You can run several searches per minute. If you hit the limit, wait a moment and try again.
Yes. After running a search in Google, Bing, LinkedIn, GitHub, YouTube, Stack Overflow, Behance, Dribbble, or other result pages, use the ProfileSpider Chrome extension to scrape profiles from the results, or open a profile and extract full contact data — name, title, company, and social links — in one click.
Be specific about the role, industry, and location. For example, "B2B SaaS founders in Berlin" or "UX designers at fintech startups in New York" will produce more targeted queries than a vague description like "business people".
Start free and see how quickly you can build a clean lead list.
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