You can access the Trends Aggregator 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 Integrations settings 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    "sources": [
10        "google",
11        "hackernews",
12        "reddit",
13        "github",
14        "producthunt",
15    ],
16    "googleGeo": "US",
17}
18
19# Run the Actor and wait for it to finish
20run = client.actor("miccho27/trends-aggregator").call(run_input=run_input)
21
22# Fetch and print Actor results from the run's dataset (if there are any)
23print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
24for item in client.dataset(run["defaultDatasetId"]).iterate_items():
25    print(item)
26
27# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Trends Aggregator API in Python

The Apify API client for Python is the official library that allows you to use Trends Aggregator API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Trends Aggregator API in JavaScript

Trends Aggregator API through CLI

Trends Aggregator OpenAPI definition

Trends Aggregator API

Google Trends Scraper

scraperforge/google-trends-scraper

ScraperForge

Google Trends Scraper

scrapium/google-trends-scraper

Scrapium

News Aggregator API

vivid_astronaut/news-aggregator

Fabio Suizu

Reddit Trends Scraper

scraper-engine/reddit-trends-scraper

Reddit Trends Scraper collects trending posts, topics, and engagement data from Reddit. Extract titles, upvotes, comments, and timestamps to analyze discussions, track viral content, and identify emerging trends across subreddits.

Scraper Engine

Google-Extractor-Python-Power

violet_pluto/google-extractor-python-power

✅ 1. Scrapes trending topics from: Google Trends Hacker News Reddit ✅ 2. Cleans & extracts title topics. ✅ 3. Sends them to OpenAI to generate: ✔ Viral summary ✔ Top 5 trending topics ✔ Instagram reel script ✔ YouTube short script ✔ Twitter post

Adnan Ayyub

Hacker News Api Scraper

fresh_cliff/hacker-news-api-scraper

Extract Hacker News top stories, comments, points & authors. No API keys. Real-time JSON/CSV export. Monitor tech trends, analyze viral content, track HN activity. Fast requests-based scraper with alternative frontend fallback.

Brennan Crawford

Reddit Trends Scraper

simpleapi/reddit-trends-scraper

Reddit Trends Scraper provides clean data on trending Reddit topics and discussions. Track popular posts, engagement patterns, and subreddit activity to uncover insights for marketing, research, and content planning.

SimpleAPI

Github Trending Scraper

mohamedgb00714/github-trending-scraper

github trending scraper

mohamed el hadi msaid

Github Trending Scraper

technicaldost/github-trending-scraper

Technical Dost Solutions

Google Trends Scraper

scrapebase/google-trends-scraper

Google Trends Scraper extracts trending search data from Google Trends. It collects keywords, interest over time, related queries, regional popularity, and trend metrics. Ideal for SEO research, market analysis, content planning, and monitoring emerging search trends.

ScrapeBase