Best Marketing & Ad Scrapers on Apify (2026)
The Marketing category lists verified actors for competitive intelligence, ad tracking, market research, and lead generation.
Modern marketing runs on data. The Apify Store provides the extraction tools you need to monitor competitor ad spend, analyze product sentiment, and build enriched B2B contact lists.
Top Actors in This Category
1. Google Ads Scraper — 10K users · 4.3 ⭐ · $2/1,000 ads
The ultimate SEM research tool. Scrape Google Search ads for any list of keywords across different geographies. Monitor competitor ad copy, landing page destinations, and bidding strategies. Try Google Ads Scraper on Apify →
2. G2 Product Reviews Scraper — 8K users · 4.5 ⭐ · $2/1,000 reviews
Aggregate B2B software feedback. Extract G2 reviews including star ratings, pros/cons, reviewer job titles, and company sizes — essential for feature research and competitor sentiment analysis. Try G2 Product Reviews Scraper on Apify →
3. 💬 Instagram Comments Scraper (No Login) — 15K users · 4.6 ⭐ · $1.50/1,000 comments
Gauge brand health via social sentiment. Extract comment text, author handles, and engagement metrics from brand posts or influencer campaigns without needing an Instagram account. Try 💬 Instagram Comments Scraper on Apify →
4. Similarweb Scraper
Extract traffic intelligence metrics for any domain. Pull monthly visits, bounce rates, traffic sources (direct, organic, social), and top geographical audiences for competitive benchmarking. Try Similarweb Scraper on Apify →
5. DexScreener Scraper
A niche marketing tool for the Web3 space. Scrape decentralized exchange (DEX) analytics, token prices, and liquidity metrics to track the momentum of crypto-native marketing campaigns. Try DexScreener Scraper on Apify →
6. LinkedIn Ads Scraper
Monitor B2B advertising campaigns. Scrape the LinkedIn Ad Library to uncover the creatives, ad copy, and video assets your competitors are running to target enterprise decision-makers. Try LinkedIn Ads Scraper on Apify →
7. BizBuySell Scraper
Discover unique marketing targets or M&A opportunities. Scrape business-for-sale listings including asking prices, cash flows, and locations across specific industry verticals. Try BizBuySell Scraper on Apify →
8. LinkedIn Open Profile Status
A vital sales utility. Check if target decision-makers have "Open Profiles," allowing you to send them free InMails for cold outreach without spending premium LinkedIn credits. Try LinkedIn Open Profile Status on Apify →
9. Wer Liefert Was (wlw) B2B Scraper
Extract B2B lead lists from the leading European supplier directory. Pull company names, contact information, and product categories for targeted European outreach campaigns. Try Wer Liefert Was B2B Marketplace Scraper on Apify →
Why These Tools Stand Out
These marketing tools run automatically on Apify's cloud. You can schedule them to run daily or weekly, creating a continuous stream of competitive intelligence directly into your CRM or data warehouse.
Apify offers $5 in free monthly credits. You can start building your marketing intelligence pipelines today.
Use the Google Ads Scraper (10K users) for search intent, and the LinkedIn Ads Scraper for B2B creatives. (You can also find Meta Ads scrapers in the Apify Store for Facebook/Instagram).
Yes. Tools like the Wer Liefert Was (wlw) scraper and LinkedIn Open Profile checker are specifically designed for building B2B prospect lists for cold outreach.
Every Apify actor can be scheduled. You can set the Similarweb Scraper or Google Ads Scraper to run every Monday morning and push the latest competitor metrics to a Slack channel via webhook.