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Best Public Health & Data Actors on Apify (2026)

· 4 min read
Yassine El Haddad
Software Developer & Automation Specialist

I build production AI agents, web scrapers, and automation pipelines. Most of what I publish here comes from the actual problems they run into: proxies that get banned, anti-bot stacks that fingerprint your client, RAG that drifts when the underlying data moves. Stack: Python, TypeScript, Go, FastAPI, LangChain, Crawlee, Playwright, deployed on AWS, GCP, and Cloudflare.

The public health and data category includes actors for demographic research, health intelligence, competitive analysis, and market monitoring.

The Apify Store includes powerful actors for collecting public data from health organizations, business intelligence sources, and market research platforms. Here are the top actors in this category.

Top Actors in This Category

1. Google Ads Scraper10K users · 4.3 ⭐ · $2/1,000 ads

Scrape Google Ads for any search keyword. Returns ad headline, description, display URL, and landing page URL. Useful for competitive ad intelligence and market research. Try Google Ads Scraper on Apify →

2. G2 Product Reviews Scraper8K users · 4.5 ⭐ · $2/1,000 reviews

Extract G2.com product reviews with star ratings, pros/cons text, reviewer job title, company size, and submission date. Essential for SaaS market research and competitive intelligence. Try G2 Product Reviews Scraper on Apify →

3. 💬 Instagram Comments Scraper (No Login)15K users · 4.6 ⭐ · $1.50/1,000 comments

No-login Instagram comments scraper that extracts comment text, author handle, timestamps, and like count without requiring an Instagram session. Try 💬 Instagram Comments Scraper on Apify →

4. Similarweb Scraper

Extract Similarweb website traffic estimates including monthly visits, traffic sources, top referrers, and country distribution. Returns structured data for competitive market sizing and benchmarking. Try Similarweb Scraper on Apify →

5. DexScreener Scraper

Scrape DexScreener for real-time DEX token pair data including price, 24h volume, liquidity, and price change percentage. Useful for DeFi market analytics and crypto price monitoring. Try DexScreener Scraper on Apify →

6. LinkedIn Ads Scraper

Extract active LinkedIn ad campaigns from the LinkedIn Ad Library. Returns ad creative, advertiser name, run dates, and targeting info — essential for B2B marketing intelligence. Try LinkedIn Ads Scraper on Apify →

7. BizBuySell Scraper

Scrape BizBuySell business-for-sale listings with asking price, revenue, cash flow, industry, and seller contact details. Used by acquisition entrepreneurs and analyst teams. Try BizBuySell Scraper on Apify →

8. LinkedIn Open Profile Status

Check whether LinkedIn profiles accept InMail from non-connections (Open Profile status). Returns boolean result for bulk lists — critical for outreach sequence qualification. Try LinkedIn Open Profile Status on Apify →

9. Wer Liefert Was B2B Marketplace Scraper

Scrape Germany's leading B2B supplier directory (wlw.de). Returns supplier names, product categories, descriptions, contact info, and location — useful for European B2B market research. Try Wer Liefert Was B2B Marketplace Scraper on Apify →

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Why These Tools Stand Out

Every actor in this category is battle-tested by thousands of users on Apify's managed cloud. They handle proxy rotation, browser fingerprinting, and anti-bot bypasses automatically — delivering structured data at scale.

Free Credits

Apify offers $5 in free monthly credits, so you can start using these tools on the free tier.


Start scraping for free →

Frequently Asked Questions

Apify offers tools for Google Ads monitoring (10K users), G2 reviews (8K users, 4.5 ⭐), LinkedIn ad intelligence, Similarweb traffic estimates, and DexScreener crypto data. All run on managed cloud with automatic proxy rotation and scheduling.

Costs vary: Google Ads Scraper charges $2/1,000 ads. G2 Reviews Scraper charges $2/1,000 reviews. Apify provides $5 in free monthly credits, which is typically enough to test these tools and pull initial datasets.

Yes, every Apify actor comes with an auto-generated REST API. You can trigger runs and fetch results via webhook, or use the official Apify clients for Python and JavaScript.