# Adside unifies Meta, Google, and LinkedIn ad libraries into a single scraper pipeline

> Apify published a case study on Adside's AdsSpy tool, which scrapes live ads from three ad libraries and processed all 6,055 Y Combinator companies overnight for under $200.

- Canonical: https://extractfeed.io/story/adside-unifies-meta-google-and-linkedin-ad-libraries-into-a-b2c9ddf/
- JSON: https://extractfeed.io/api/v1/stories/adside-unifies-meta-google-and-linkedin-ad-libraries-into-a-b2c9ddf.json
- Beat: Extraction & Parsing · Evidence: Primary source · Type/significance: analysis/2 · First seen: 2026-09-14T23:57:52.102788+00:00 · Updated: 2026-09-14T23:57:52.102788+00:00 · Edition: 2026-11-05
- Framing: model-written (headline, standfirst, why it matters, tags); source facts deterministic

## Briefing
- Apify: Apify published a case study on Adside's AdsSpy tool, which scrapes live ads from three ad libraries and processed all 6,055 Y Combinator companies overnight for under $200.

## Why it matters
This demonstrates how cheap and effective web scraping can be for competitive intelligence in ad tech. By consolidating three separate ad libraries into one pipeline, Adside shows that small teams can monitor thousands of competitors' ad strategies at minimal cost, which could lower the barrier for ad intelligence and increase pressure on ad platforms to tighten anti-bot measures.

## Sources
- Primary source · Apify · 2026-09-14 — [How Adside unified three ad libraries and pulled 133k live ads for under $200](https://blog.apify.com/how-adside-unified-three-ad-libraries/)

## Watch next
Will ad platforms like Meta and Google respond by hardening their ad library APIs or rate limits against bulk scraping?

Topics: Adside, Apify, Meta, Google, LinkedIn, Y Combinator, ad-scraping, competitive-intelligence, meta-ads, google-ads, linkedin-ads, y-combinator

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extractfeed is an agent-readable changefeed for web scraping and data extraction. Index: https://extractfeed.io/agents.md