Chocodata
public Via Universal scraper Social

Meta Ad Library Scraper API

Access any Meta Ad Library page using our Meta Ad Library Scraper API. Point one API request at a Meta Ad Library URL and get structured JSON back while we get past CAPTCHAs, IP rate limiting, IP blocking, and headless-browser detection through residential proxies. Get back fields like advertiser name, ad creative text, ad media, platforms shown as structured JSON.

Get your free API key Browse all scrapers

check_circle 1,000 free requests/month. No credit card. Residential proxies.

Request 
curl "https://api.chocodata.com/api/v1/universal/get?api_key=YOUR_API_KEY&url=https://www.metaadlibrary.com/"
JSON Response
200 OK 
{
  "success": true,
  "url": "https://www.metaadlibrary.com/",
  "status": 200,
  "content": "parsed Meta Ad Library page content..."
  // + more fields
}
lan 235 targets
vpn_lock Residential proxy network
data_object Structured JSON
redeem 1,000 free requests/mo

Meta Ad Library is served through the Universal Web Scraper API

You scrape Meta Ad Library with Chocodata's Universal Web Scraper API: point it at any Meta Ad Library URL and get the page back as structured JSON. Residential proxies, rotation, and retries are handled for you, with no Meta Ad Library-specific setup. The same API key and credits work here as on every dedicated endpoint.

Universal scraper Start free

About Meta Ad Library

The Meta Ad Library is a public, searchable archive of ads running across Facebook, Instagram, and other Meta platforms. Its listings expose ad creative, advertiser name, platforms shown, and start dates that are worth scraping for competitive ad intelligence.

Scraping note: The library loads results dynamically with JavaScript and paginates via infinite scroll, so a headless browser with scroll handling is required to capture full result sets.

Example Meta Ad Library page

https://www.facebook.com/ads/library/?active_status=all&ad_type=all&country=US&q=nike

Pass a URL like this as url= to the Universal Web Scraper API and get it back as JSON.

Fields you can extract from Meta Ad Library

check_small advertiser name check_small ad creative text check_small ad media check_small platforms shown check_small ad start date check_small library ID

Common use: Track a competitor's active ad campaigns and creative messaging across Meta platforms for advertising research.

Everything you need to scrape Meta Ad Library

Residential proxies keep your own IP out of every request, the JSON comes back clean, and 1,000 free requests a month let you prove meta ad library scraper works before you add a card.

data_object

Clean structured JSON

The Meta Ad Library page comes back as JSON in the parse mode you choose: auto, html, text, or json. No selectors to maintain for meta ad library scraper.

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Bypasses CAPTCHAs and anti-bot defenses

We get past CAPTCHAs, IP rate limiting, IP blocking, and headless-browser detection on Meta Ad Library using rotating, country-matched residential proxies, so requests look like real users and your own IP stays private.

api

One API call

Scraping Meta Ad Library is one simple API call. The same key works across our whole web scraping API: all 235 targets, any language, no SDK required.

travel_explore

Geo-targeting and JS rendering

Pass a country for proxy geo-targeting and turn on JavaScript rendering when a Meta Ad Library page needs it. meta ad library data api handles dynamic content and region-locked results.

Scrape Meta Ad Library in one API request

Point the Universal Web Scraper API at any Meta Ad Library page and get structured JSON back. You supply the URL; Chocodata handles the blocks, rotation, and retries that make scrape meta ad library hard to run yourself.

  • check_circle JSON in the parse mode you choose
  • check_circle Residential-proxy infrastructure
  • check_circle Only successful 2xx responses are billed
Get your free API key

Request

curl "https://api.chocodata.com/api/v1/universal/get?api_key=YOUR_API_KEY&url=https://www.metaadlibrary.com/"

Response

{
  "success": true,
  "url": "https://www.metaadlibrary.com/",
  "status": 200,
  "content": "parsed Meta Ad Library page content..."
  // + more fields
}

Parameters

Meta Ad Library routes through the Universal Web Scraper API, so the parameters are the universal ones: the URL to fetch, an optional parse mode, and an optional country for proxy geo-targeting.

Parameter Type Required Example
url string required https://example.com
parse enum optional auto
country string optional us

Enum parameters accept a fixed set of values. For example, parse accepts auto, html, text, json.

What you can build with Meta Ad Library data

Once the scraping API returns Meta Ad Library search data as clean JSON, these are the patterns teams reach for most.

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Audience And Influencer Research

Feed Meta Ad Library search data into your own product or workflow for audience and influencer research.

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Brand And Sentiment Monitoring

Feed Meta Ad Library search data into your own product or workflow for brand and sentiment monitoring.

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Content And Trend Analysis

Feed Meta Ad Library search data into your own product or workflow for content and trend analysis.

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Lead Generation

Turn Meta Ad Library search data into targeted lead lists and feed them into your CRM.

Why developers pick Chocodata for Meta Ad Library

bolt

Fast at the tail

Median 2.6 s per request with multi-tier retry, so latency stays predictable even when Meta Ad Library fights back.

verified_user

Parity-checked output

The Universal scraper returns the live page faithfully in your chosen parse mode.

hub

One key, 235 targets

The same scraping API key that scrapes Meta Ad Library works across every other target, with official Node, Python, and Go SDKs.

Simple pricing that scales with you

Start free with 1,000 requests a month and 5,000 credits, no credit card. Scale on monthly plans from $19, or top up pay-as-you-go at $0.90 per 1,000 successful requests. Only successful 2xx responses are billed, and every plan covers the full scraping API: all 235 targets and every endpoint.

Free

$0

Forever free on signup

  • check_circle1,000 requests / month (5,000 credits)
  • check_circle10 concurrent requests
  • check_circleAll 237 targets
  • check_circleFull dashboard + analytics
  • check_circleTop-up at $0.90 / 1k
  • check_circleCommunity support
Start free
Most popular

Vibe

$19 / month

$0.70 / 1k effective

  • check_circle27,000 requests / month (135,000 credits)
  • check_circle30 concurrent requests
  • check_circleAll 237 targets + content-language
  • check_circleCountry-matched residential IPs
  • check_circlePer-API-key usage tracking
  • check_circleTop-up at $0.90 / 1k
  • check_circleEmail support (1 business day)
Get Vibe

Pro

$49 / month

$0.60 / 1k effective

  • check_circle82,000 requests / month (410,000 credits)
  • check_circle50 concurrent requests
  • check_circlePriority routing queue
  • check_circleCountry-matched residential IPs
  • check_circleTeam seats (up to 5)
  • check_circleTop-up at $0.90 / 1k
  • check_circleEmail + chat support
Get Pro

Custom

$100-$2k / month

Flat $0.50 / 1k effective at every level

  • check_circle200k - 4M+ requests / month
  • check_circle100-500+ concurrent requests
  • check_circlePriority queue (highest)
  • check_circlePremium proxy pool + SLA on request
  • check_circleUnlimited team seats
  • check_circleWire / invoice / annual PO
  • check_circleDedicated Slack channel
Pick Custom level

Pay-as-you-go top-up

$0.90 / 1,000 successful requests

Available on every plan including Free. Top up any time when included credits run out. Only 2xx responses charged. Balance never expires.

See full pricing and calculator →

Meta Ad Library Scraper API FAQ

Is it legal to scrape Meta Ad Library?

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Scraping publicly accessible Meta Ad Library data is generally legal in the US under the Ninth Circuit's hiQ v. LinkedIn ruling, which held that scraping public web data does not violate the Computer Fraud and Abuse Act. It does not override Meta Ad Library's own Terms of Service, which are a contract matter, so check those for your use case and comply with data laws such as GDPR. This is general information, not legal advice.

How do I scrape Meta Ad Library without getting blocked?

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You scrape Meta Ad Library without getting blocked by sending the URL to the Universal Web Scraper API, which fetches it through rotating residential proxies and retries on soft blocks. Your own IP is never used, so Meta Ad Library's anti-bot layer sees ordinary residential traffic instead of a server.

What data does the Meta Ad Library Scraper API return?

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Through the Universal Web Scraper API you get the Meta Ad Library page back as JSON: rendered HTML, plain text, or auto-parsed content depending on the parse mode you pass. You choose the URL, Chocodata returns the data.

How much does the Meta Ad Library Scraper API cost?

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The Meta Ad Library Scraper API costs nothing to start: the Free plan includes 1,000 requests per month (5,000 credits) across all 235 targets. After that, monthly plans begin at $19, or you top up pay-as-you-go at $0.90 per 1,000 successful requests. One request is 5 credits, and non-2xx responses are never charged.

Do I need a Meta Ad Library account or login?

expand_more
No Meta Ad Library login is needed for public pages. You point the Universal Web Scraper API at a publicly accessible Meta Ad Library URL with your Chocodata API key; you do not hand over any Meta Ad Library credentials. Login-gated content is not supported.

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Start scraping Meta Ad Library for free

1,000 free scraping API requests on signup across all 235 targets. No credit card required.

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