Google Ads Transparency Scraper

Google Ads Transparency Scraper 🎯

Manually collecting ad transparency details one advertiser at a time is slow and hard to scale. Google Ads Transparency Scraper pulls ads from Google Ads Transparency advertiser URLs in bulk, so you can build a clean ad library fast. This Google Ads Transparency Scraper helps marketers and researchers automate “Google Ads transparency center scraper” workflows using URL-based inputs—ideal for growth teams, competitive analysts, and brand researchers who need thousands of ad records in minutes.

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What You Get: Sample Output

Here's a sample record from a single run:

{
  "advertiserId": "AR08888592736429539329",
  "advertiserName": "Unknown",
  "creativeId": "123456789012345",
  "format": "DISPLAY",
  "firstShown": "2025-05-01",
  "lastShown": "2025-05-31",
  "previewUrl": "https://adstransparency.google.com/advertiser/AR08888592736429539329/creative/123456789012345?authuser=0",
  "sourceUrl": "https://adstransparency.google.com/advertiser/AR08888592736429539329?authuser=0&region=ES&preset-date=Last+30+days",
  "adLibraryUrl": "https://adstransparency.google.com/advertiser/AR08888592736429539329/creative/123456789012345?authuser=0"
}

Field	Type	What It Tells You
advertiserId	string	The advertiser identifier associated with the transparency record
advertiserName	string	The advertiser name (or Unknown if advertiser details couldn’t be fetched)
creativeId	string	The creative identifier so you can group ads by asset
format	string	The creative format to help you segment creative types in your analysis
firstShown	string	The first time this creative was shown (as provided by the source)
lastShown	string	The most recent “shown” date for the creative (as provided by the source)
previewUrl	string	A preview link for the creative record
sourceUrl	string	The advertiser URL you provided to the actor (for traceability)
adLibraryUrl	string	A deep link to the creative page in the transparency UI
error_message	—	The actor logs issues internally; there is no error_message field pushed in the output data

Export your dataset as JSON, CSV, or Excel — straight from the Apify dashboard.

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Why Google Ads Transparency Scraper?

There are a lot of ways to pull data from ad transparency sources—here's what sets Google Ads Transparency Scraper (and tools like “Google Ads transparency report scraper” / “ads transparency data extraction”) apart.

URL-based advertiser discovery (no manual browsing)

You pass a list of Google Ads Transparency advertiser URLs via startUrls. The actor then scrapes the ad creatives per advertiser and returns structured records you can analyze immediately.

Complete ad creative records per advertiser

For each creative, Google Ads Transparency Scraper outputs advertiser and creative identifiers, format, and first/last shown dates, plus direct links (previewUrl and adLibraryUrl) so your team can verify results quickly.

Built-in resilience for larger runs

The actor includes pagination support and continues fetching results until it reaches your maxAds cap (or no more creatives are available). It also includes error handling during creative processing to avoid losing the entire run.

Straightforward integration-ready output

Every scraped creative is pushed as a consistent JSON object to your Apify dataset (so you can run it as a “Google Ads transparency API” style pipeline, even without writing code).

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Configuring Your Run

Drop this into your input.json to get started:

{
  "startUrls": [
    {
      "url": "https://adstransparency.google.com/advertiser/AR08888592736429539329?authuser=0&region=ES&preset-date=Last+30+days"
    }
  ],
  "maxAds": 100
}

Parameter	Required	What It Does
startUrls	✅	List of Google Ads Transparency advertiser URLs to scrape (each entry contains a url).
↳ startUrls[].url	✅	The specific advertiser URL to pull transparency ads for.
maxAds	⬜	Maximum number of ads to scrape per advertiser (defaults to 100; minimum is 1).

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Core Capabilities

Bulk scraping by advertiser URL

Google Ads transparency center scraper workflows become practical when you can start from advertiser URLs directly. Provide startUrls and the actor returns creative-level records for each advertiser without you manually navigating the transparency pages.

Ads capped per advertiser for controlled datasets

Use maxAds to control dataset size. This is useful for quick validation runs, budget-aware scraping, and repeatable “Google transparency report automation” style monitoring.

Pagination for better coverage

If an advertiser has more ads than fit on a single page, Google Ads Transparency Scraper uses pagination to fetch additional creative records until it reaches your maxAds limit or no more results are available.

Clean structured output with deep links

Each pushed record includes both previewUrl and adLibraryUrl. That makes it easier to audit results, share findings with stakeholders, and connect “Google Ads ad transparency scraping tool” outputs to downstream workflows.

Resilience and error handling during processing

When fetching creatives or processing individual creatives encounters problems, the actor logs errors and continues processing what it can. This helps when you’re running multiple advertisers in a single job.

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Who Gets the Most Out of This

Here's how different teams put Google Ads Transparency Scraper to work:

Competitive intelligence teams use the actor to compile ad transparency datasets by advertiser URL, then segment by creative format and track first/last shown dates for faster competitive benchmarking.

Brand researchers run “Google Ads transparency report scraper” workflows to assemble creative lists with direct links, so they can review ads in context without switching tools.

Digital marketers and growth teams use the output as a baseline for campaign analysis—building a “Google Ads ad transparency scraping tool” dataset they can join with their own performance data.

Data analysts and researchers treat the actor as an automated “Google Ads transparency report dataset” generator, exporting structured JSON that’s ready for cleaning, enrichment, and visualization.

Automation developers can wire this into their pipelines via Apify dataset exports and scheduled runs, enabling “scrape ads transparency reports programmatically” workflows without building a custom scraper.

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Step-by-Step: How to Use It

No coding needed. Here's how to run Google Ads Transparency Scraper from start to finish:

1. Open the actor on Apify — go to console.apify.com and find Google Ads Transparency Scraper.
2. Enter your inputs — add your advertiser entries in startUrls, and set maxAds to control how many ads you want per advertiser.
3. Configure proxy settings (optional) — if you use proxy configuration in Apify, enable it to improve reliability for larger batches.
4. Hit Run and watch the live log — confirm the actor is fetching creatives and respecting your maxAds cap.
5. View results in the dataset tab — each scraped creative appears as a dataset record.
6. Export your data — download as JSON, CSV, or Excel from the Apify dataset UI.
7. Iterate — add more advertiser URLs or adjust maxAds for your next run.

The whole process takes under 5 minutes to set up.

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Integrations & Export Options

Once your data is collected, Google Ads Transparency Scraper plugs directly into your existing workflow.

You can export results directly from the Apify dataset tab in JSON, CSV, or Excel, which makes it easy to share with analysts and stakeholders or import into spreadsheets for immediate work.

If you want automation, you can run the actor on a schedule, access results programmatically using the Apify API (see apify.com/docs/api), or connect it to your tools using Zapier / Make and webhooks. This is a strong starting point for “Google transparency report automation” and “Google Ads transparency API” style pipelines.

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Pricing & Free Trial

Google Ads Transparency Scraper runs on the Apify platform, which offers a free tier — no credit card required to get started.

You’ll typically use a pay-as-you-go model based on Apify platform compute, with subscription options available for heavier usage. Check the Apify pricing page for the latest plan details and compute/billing specifics, then start with a small maxAds run to validate output quality.

Start for free at apify.com and scale when you're ready.

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Reliability & Performance

What We Handle	How
Rate-limit resilience	Retries and fallbacks help the actor keep running instead of failing instantly
Pagination coverage	Fetches multiple pages of creatives until maxAds is reached or no more results are found
Multi-advertiser runs	Processes each advertiser URL you provide in startUrls
Error handling	Logs issues and continues processing what it can during creative processing
Data traceability	Every record includes sourceUrl so you can trace results back to the input URL

Limitations: This actor is designed for scraping publicly available data from Google Ads Transparency advertiser URLs. Results availability depends on what the transparency source exposes for a given advertiser and the selected dataset window in the provided URL.

For enterprise-scale runs, contact us to discuss custom configurations.

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Frequently Asked Questions

Is there a free plan or trial?

Yes—Apify offers a free tier so you can run Google Ads Transparency Scraper and validate results before scaling up.

Do I need to log in to Google Ads Transparency to use this?

No. You provide advertiser URLs in startUrls, and the actor scrapes the transparency data available from those publicly accessible pages.

How accurate is the data?

The actor returns the creative fields available in the source transparency data, including advertiserId, advertiserName, creativeId, format, and the firstShown / lastShown fields, plus previewUrl and adLibraryUrl. Accuracy reflects what is published for the advertiser in the transparency UI.

How many results can I get per run?

You control the cap using maxAds, which limits the maximum number of ads the actor scrapes per advertiser (minimum is 1). The actor also stops early if no more creatives are found.

How often is the data updated / how fresh is it?

Freshness depends on the advertiser’s transparency updates and the “preset-date” (or similar) parameters you include inside the advertiser URLs you pass in startUrls. The actor does not control the freshness window by itself—your URL parameters do.

Is this legal? Does it comply with GDPR / CCPA?

This actor is intended for scraping publicly available data. You’re responsible for complying with GDPR, CCPA, platform Terms, and any other applicable laws and policies when you use, store, or share the exported dataset.

Can I export results to Google Sheets or Excel?

Yes. You can export from the Apify dashboard as JSON, CSV, or Excel, and then import into Google Sheets or any spreadsheet tool you use.

Can I run this on a schedule automatically?

Yes. You can set up scheduled runs in Apify so Google Ads Transparency Scraper repeats on a cadence that fits your monitoring needs.

Can I access this via API?

Yes. Apify supports accessing results programmatically via the Apify API. You can trigger runs and retrieve dataset output through the API.

What happens if the actor hits an error?

If fetching creatives or processing a creative fails, the actor logs the issue and applies internal error handling so you don’t lose the entire job. The run proceeds with what it can, and you still get whatever records were successfully pushed.

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Need Help or Have a Request?

Got a question about Google Ads Transparency Scraper or want a new feature added? Reach out at dataforleads@gmail.com. We actively maintain and improve this actor based on user feedback, including ideas like more export-friendly outputs and automation enhancements.

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Google Ads Transparency Scraper is the fastest, most reliable way to scrape ad transparency creatives by advertiser URL — start your free run today.

This actor collects data only from publicly available data on Google Ads Transparency pages. It does not access private or login-gated content. You’re responsible for GDPR, CCPA, platform ToS, and any applicable regulations when using the exported dataset. For data removal requests, contact dataforleads@gmail.com. Use responsibly, ethically, and only for lawful purposes.