{
  "id": 11707088,
  "title": "Getting Google Trends data in Python without fighting 429 errors",
  "url": "https://urgent.news/2026/10/03/getting-google-trends-data-in-python-without-fighting-429-errors",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-10-03T15:07:00.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/rel8ble/getting-google-trends-data-in-python-without-fighting-429-errors-2ck1"
  },
  "original_language": "en",
  "account": "In the article \"Getting Google Trends data in Python without fighting 429 errors,\" the author shares their experience with accessing Google Trends data in Python and Node without encountering rate limit errors. They have developed an actor, which is a paid tool on Apify with a free trial credit to overcome this issue. The actor handles Google's throttling by using a different Google cookie for each session, making one small flow per search, and retrying failed searches with backoff and jitter.\n\nThe actor saves results per search as soon as they are ready, preventing one stubborn search from blocking the rest. The author provides Python and Node examples for calling the actor, as well as a brief overview of the output format. They mention that the actor can track up to 5 keyword searches at a time and can be used to track trends in different countries.",
  "summary": "I built this actor; it's a paid tool on Apify with a free trial credit. If you've used pytrends , you've probably seen 429 Too Many Requests . Google Trends throttles anything that looks automated, and a script that worked yesterday can fail today. There's no official public API for it either. I'm an 18-year-old engineering student, and I built Google Trends Scraper mostly around that one…",
  "key_points": [
    "Actor developed to bypass Google Trends rate limits in Python and Node",
    "Handles Google's throttling with unique cookies per session",
    "Saves results per search, preventing blockage of other searches"
  ],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}