Google Trends API and Alternatives

Google Trends API and Alternatives | Generated by AI

Home 2026.05

Question: Does Google Trends have an API?

Answer:

Yes — and it’s actually a recent development. Here’s the full picture:

Official Google Trends API (Alpha, July 2025)

Google announced the official Google Trends API on July 24, 2025 — the first time they’ve shipped an API for Trends after years of requests.

Key facts:

Data goes back 5 years — a rolling 1,800-day window, updated to within 2 days ago.
It provides structured data: interest over time, top trends, and related queries.
Currently in alpha with limited access — you have to apply. Google is doing a controlled rollout to gather feedback before wider availability.

Practical Alternatives (Since Alpha Access Is Restricted)

1. `pytrends` (unofficial Python wrapper)

The classic go-to, but increasingly unreliable:

pip install pytrends

from pytrends.request import TrendReq
import pandas as pd

pt = TrendReq(hl='en-US', tz=360)
pt.build_payload(kw_list=['Claude AI', 'ChatGPT'], timeframe='today 12-m')

df = pt.interest_over_time()
print(df)

# Related queries
related = pt.related_queries()
print(related)

PyTrends is no longer actively maintained and breaks frequently as Google updates its internal endpoints — unreliable for production pipelines.

2. SerpApi (paid, reliable)

Paid scraping service with a proper Google Trends endpoint. Works well if you need stability:

import serpapi

client = serpapi.Client(api_key="YOUR_KEY")
results = client.search({
    "engine": "google_trends",
    "q": "Claude AI",
    "date": "today 12-m"
})
print(results["interest_over_time"])

3. Apify Actor (free tier available)

A hosted alternative that handles cookie rotation, proxy management, and retry-on-429 automatically — no captchas, no IP rotation to manage yourself. Supports pytrends-style timeframe strings like today 12-m, today 5-y.

4. Glimpse API (enterprise)

Adds absolute search volume on top of Google Trends’ 0–100 relative scores. More accurate for production dashboards.

TL;DR

Option	Cost	Stability	Notes
Official API	Free (alpha)	High	Need to apply
pytrends	Free	Low	Breaks often
SerpApi	Paid	High	Per-query pricing
Apify Actor	Free tier	Medium	Good for scripts
Glimpse	Paid (enterprise)	High	Absolute volume

For your use case (building agents, CLI tools), I’d start with pytrends for quick prototyping and apply for official alpha access. If you’re piping trend signals into an LLM pipeline at any scale, SerpApi or Glimpse is worth it over debugging pytrends 429s.

References:

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