You can access the Google Ads Transparency Creative Spy programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "buyerQuery": "buyer-ready records with source evidence",
10    "taskIntent": "buyer-ready-product-run",
11    "sourceMode": "startUrls",
12    "outputMode": "buyer-ready-records",
13    "startUrls": [{ "url": "https://adstransparency.google.com/?region=US&domain=allbirds.com" }],
14    "overallTimeoutSecs": 900,
15    "requestTimeoutSecs": 30,
16    "maxRequestRetries": 2,
17    "sinceLastRun": False,
18    "deltaMode": True,
19}
20
21# Run the Actor and wait for it to finish
22run = client.actor("zentrafoundry/ads-creative-spy-bundle").call(run_input=run_input)
23
24# Fetch and print Actor results from the run's dataset (if there are any)
25print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
26for item in client.dataset(run.default_dataset_id).iterate_items():
27    print(item)
28
29# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Google Ads Transparency creatives — token-free HTML API in Python

The Apify API client for Python is the official library that allows you to use Google Ads Transparency Creative Spy API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Google Ads Transparency Creative Spy API in JavaScript

Google Ads Transparency Creative Spy API through CLI

Google Ads Transparency Creative Spy OpenAPI definition

Google Ads Transparency Creative Spy API

Etsy Search and Shop Scraper

zentrafoundry/etsy-trend-shop-scout

Attempts public Etsy search/shop HTML. From this IP it is bot-walled — last-run stays empty, no fixture. $0.01 / listing when the page returns.

Zentra

SHEIN Public Catalog Monitor

zentrafoundry/shein-trends-product-monitor

Attempts SHEIN public catalog HTML. Bot-walled from this IP — last-run stays empty, no fixture. $2 / 1,000 when the page returns.

Zentra

Google Ads Transparency Scraper

tuhin/google-ads-transparency-scraper

Scrape the Google Ads Transparency Center: pull every ad creative an advertiser or domain is running — images, ad format, first & last shown dates, and direct links. Spy on competitor Google Ads.

Tuhin

Amazon Review Theme Miner

zentrafoundry/amazon-review-defect-miner

Attempts public Amazon review HTML. Often robot-checked from this IP — last-run stays empty, no fixture. $0.01 / review when it returns.

Zentra

Google Ads Transparency Monitor — Competitor Ad Tracking

jp-data-engine/google-ads-transparency-monitor

Track which ads your competitors are running on Google. Returns every creative in the Ads Transparency Center for a domain, with first/last shown dates, creative previews and region — built for daily monitoring.

Shota Tatara

Google Ads Transparency Scraper

agnes.developer.queen/google-ads-transparency-scraper

Google Ads Transparency Scraper pulls the ads any company runs on Google from the Ads Transparency Center, by domain or advertiser name. It returns ad text, image or video, first and last shown dates, days running and a link to each ad. Monitor mode returns only ads new since your last run.

Agnes Maina

Google Ads Transparency Scraper — Advertiser Ad Library Export

devilscrapes/google-ads-transparency

Scrape ad creatives from the Google Ads Transparency Center by advertiser domain or advertiser ID — creative, format, regions, first/last shown, landing URL — export to JSON or CSV. A Google Ads Transparency API alternative and data exporter. You pay only for ads that land. Google ads spy tool.

DevilScrapes

Google Ads Transparency Scraper + Creative Monitor

produkdigitalali/google-ads-transparency-creative-intelligence-monitor

Scrape public Google Ads Transparency creatives, group creative families, analyze competitor ad activity, and monitor new, updated, stopped, and newly observed ads across runs.

ProdukDigitalAli

Google Ads Library Scraper

practicaltools/google-ad-library-scraper

Scrapes ads from the Google Ads Transparency Center. Returns creative content, advertiser info, ad format, dates, and asset URLs.

Practical Tools

2.4

Google Ads Transparency Scraper - no silent empty results

marekhartmann/google-ads-transparency-scraper

Scrape every ad an advertiser is running from Google's Ads Transparency Center: creative, format, first and last shown, region. When the result is empty it tells you why - your typo or our bug - instead of billing you for nothing.