Google Ads Transparency Scraper
Every ad an advertiser runs on Google Search, YouTube and Display, from the Ads Transparency Center.
Developer tutorials · Python · JavaScript · n8n · AI agents
Get ads, prices, traffic and transcripts into your scripts, sheets and agents.
Step-by-step guides with tested, copy-paste code for 14 hosted scrapers: ad libraries (Google, Meta, TikTok, LinkedIn), competitor research, flight and hotel prices, Australian grocery prices, YouTube transcripts and more. Every guide links to an open-source example repo you can clone and run.
from apify_client import ApifyClient
client = ApifyClient(token)
run = client.actor(
"lagenuina_agency/google-trends-scraper"
).call(run_input={
"searchTerms": ["n8n", "zapier"],
"geo": "US",
"timeRange": "today 12-m",
})
# → interest over time + rising queries, as JSONThe tools
Hosted scrapers we build and maintain on Apify. Call them from code, n8n, Make or an MCP-enabled agent; you pay per result.
Ad intelligence
Meta Ad Library Scraper
Facebook and Instagram ads by page, keyword or Ad Library URL, with copy, creatives, landing pages and dates.
TikTok Top Ads Scraper
Top-performing ads from TikTok Creative Center with CTR, likes, cost score and MP4 video URLs.
LinkedIn Ad Library Scraper
Competitor ads from the LinkedIn Ad Library with copy, creatives, dates and targeting.
Competitor & SEO research
Similarweb Traffic Scraper
Monthly visits, global and country rank, traffic sources, top countries and keywords for any list of domains.
Google Trends Scraper
Interest over time, by region and rising related queries for any keyword, without pytrends or 429 errors.
Google Play Store Scraper
App search, details, developer portfolios, top charts and user reviews from Google Play, in any country.
Travel prices
Google Hotels Scraper
Hotel prices by date, per booking site, plus ratings and amenities, straight from Google Hotels.
Google Flights Scraper
Fares for any route and date with airlines, stops, Google's price level and a cheapest-day calendar.
Retail prices
Woolworths AU Product Scraper
Woolworths Australia grocery prices, weekly specials, unit prices, barcodes and nutrition.
Coles AU Product Scraper
Coles Australia grocery prices, half-price and multibuy specials, unit prices and barcodes.
Content & social data
YouTube Transcript Scraper
Transcripts of videos, Shorts, playlists and whole channels as plain text, timestamps, SRT or VTT.
Medium Scraper
Medium articles by tag, author, publication or search, with claps and the full text as Markdown.
Likee Scraper
Likee videos and profiles with views, likes, shares, engagement rate and direct MP4 links.
Tutorials
Newest first. Subscribe via RSS.
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YouTube transcript API in Python that works on servers (no IP blocks)
youtube-transcript-api works on your laptop and gets blocked on AWS, GCP or Render. Here is a tested Python script that fetches YouTube transcripts from any server, as text and SRT.
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Weekly Google Trends report in Google Sheets with n8n (no code)
Import one n8n workflow and get Google Trends interest for your keywords appended to a Google Sheet every Monday morning.
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Google Trends API in Python: a working pytrends alternative (2026)
pytrends is archived and 429 errors are common. Here is a small, tested Python script that exports Google Trends interest over time and rising queries to CSV.
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Google Flights API in Python: track fares and get price alerts
Google has no public Flights API since QPX Express shut down. Here is a tested Python script that checks a route every day, logs the cheapest fare to CSV and alerts you when it drops below your target.
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Facebook Ad Library API alternative: export competitor ads to CSV with Python
Meta's official Ad Library API only covers political and issue ads. Here is a tested Python script that exports any page's Facebook and Instagram ads to CSV, no developer app or ID verification.