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Google Trends API for E-commerce: Track Real-Time Keyword Trends | Scrapeless

Alex Johnson
Alex Johnson

Senior Web Scraping Engineer

25-Jun-2025

Whether you're an Amazon FBA seller, a Shopee dropshipper, or growing a brand on TikTok Shop, reacting before the trend peaks is essential.

Today’s top e-commerce teams rely on Google Trends data and Google search trends to guide:

  • Product sourcing
  • Ad budget allocation
  • Content and SEO decisions

👉 That’s why we built the Scrapeless Google Trends API — your real-time, programmatic gateway to Google search trends, by keyword, region, and timeframe.
Better yet? It works seamlessly with our Google Search API (SERP API), helping you understand both what’s trending and what’s ranking.

Traditional sellers guess.
Top-performing brands use Google Trends data API + Google Search API to:

  • 📈 Predict search demand before it reflects in revenue
  • 🔍 Identify breakout keywords with rising volume
  • 🛒 Optimize PPC campaigns & listings for real user interest
  • 🧠 Understand searcher intent (via Google Trends + SERP signals)
  • 🔔 Automate alerts and dashboards using Google Trends API Python scripts

These APIs empower your team with real-time, reliable insights across all stages of the product funnel.

Feature Description
✅ Real-Time Trends Updated hourly or daily
🌍 Geo-Specific Track by country (e.g., US, SG, BR)
🔗 Multi-Keyword Support Compare multiple terms in one call
📊 Time-Series Format Ideal for charts, dashboards & forecasting
🧠 Dev & No-Code Friendly Supports Python, Make, Zapier & more
🔄 SERP Integration Combine with Google Search Trends API data

Looking for a Google Trends API Python example? Scroll down — we’ve got a full use case below.

📊 Case Study: "iPhone 15" Trend in the U.S.

We used the Scrapeless Google trend API to track "iPhone 15" over 12 days in the U.S.

✅ Python Integration Example

python Copy
import json
import requests

def send_request():
    host = "api.scrapeless.com"
    url = f"https://{host}/api/v1/scraper/request"
    token = "your_api_token_here"

    headers = {
        "x-api-token": token,
        "Content-Type": "application/json"
    }

    input_data = {
        "q": "iphone 15",
        "date": "today 1-m",
        "data_type": "interest_over_time",
        "hl": "en",
        "tz": "420",
        "geo": "US",
        "cat": "",
        "property": ""
    }

    proxy = {
        "country": ""
    }

    payload = {
        "actor": "scraper.google.trends",
        "input": input_data,
        "proxy": proxy
    }

    response = requests.post(url, headers=headers, data=json.dumps(payload))

    if response.status_code != 200:
        print("Error:", response.status_code, response.text)
        return

    data = response.json()

    timeline_data = data.get("interest_over_time", {}).get("timeline_data", [])

    if not timeline_data:
        print("No timeline data found.")
        return

    max_value = max(item["value"][0] for item in timeline_data)

    print(f"{'Date':<15} {'Interest Score'}")
    for item in timeline_data:
        date = item.get("date", "")
        score = item.get("value", [0])[0]
        highlight = " 🔥" if score == max_value else ""
        print(f"{date:<15} {score}{highlight}")

if __name__ == "__main__":
    send_request()

💡 This code gives you structured Google trends data that’s production-ready for analysis, automation, or dashboards.

📈 Trend Highlights

For example:

  • May 24–26: Steady increase
  • Post-May 27: Temporary dip
  • May 31: Spike to score 100 🔥 (viral trigger event)

🛍️ Amazon / Shopee / TikTok Sellers

  • Track Google search trends for top SKUs
  • Set up auto-alerts for rising keywords

📈 SEO & Content Teams

  • Align keyword planning with actual search trends
  • Optimize content to rank for high-momentum queries

🧠 Growth Marketers

  • Launch ad campaigns based on Google trends API signals
  • Evaluate SERP competition for trending keywords
  • Free trial available
  • Blazing-fast and 99%+ success rate
  • 🔌 Unified scraping solution for Google, Amazon, YouTube, Shopee & more
  • 📘 Explore API Docs

💡 Bonus Tip: Combine with SERP API for Full-Funnel Clarity

Use the Scrapeless Google search API to reveal:

  • What ranks for your trend keywords
  • Whether product pages or blogs dominate the results
  • Which competitors own the SERP

This helps you align search demand + search results to win the market before others even notice.

Thousands of growth teams, AI startups, and online sellers already rely on Scrapeless for:

  • Trend discovery
  • Competitive SEO
  • Automated campaign triggers

👉 Start your free trial and use Google Trends API + Google Search API to win your niche.

At Scrapeless, we only access publicly available data while strictly complying with applicable laws, regulations, and website privacy policies. The content in this blog is for demonstration purposes only and does not involve any illegal or infringing activities. We make no guarantees and disclaim all liability for the use of information from this blog or third-party links. Before engaging in any scraping activities, consult your legal advisor and review the target website's terms of service or obtain the necessary permissions.

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