Google Shopping Trends Scraper: Product Demand ($0.30/1k)
Extract Google Shopping product trends, breakout e-commerce searches (+5,000%), seasonal buyer timelines, and top buying regions. Screen up to 100 product keywords in one run in flat JSON or Excel/CSV.
{
"id": "1",
"title": "Google Shopping Trends Scraper: Product Demand ($0.30/1k)",
"url": "https://apify.com/unitbytes/google-shopping-trends-scraper",
"scraped_at": "2026-10-08T12:00:00Z"
}
Engine Architecture
Key Extraction Capabilities
Built specifically for high-throughput enterprise pipelines with zero credential leakage.
Top Buying Regions, DMA Metros & Cities
Allocate Google Shopping, Meta, and TikTok ad spend to the exact states or cities with 100 buyer demand.
Breakout & Top Product Queries
Uncover specific product models, sizes, and brands surging +5,000% (rising) alongside evergreen bestsellers (top).
Seasonal Buyer Timeline
Pinpoint the exact week Q4 holiday, summer, or back-to-school demand begins climbing.
Related Brands & Categories
Discover competing D2C brands and adjacent product lines.
Developer & No-Code Automation
Integrate via Python SDK or 1-Click n8n Workflow
Run programmatically in 3 lines of Python or paste our ready-made workflow JSON directly onto your n8n canvas.
from apify_client import ApifyClient
client = ApifyClient("YOUR_APIFY_TOKEN")
run_input = {
"keywords": ["Air Fryer", "Espresso Machine"],
"common_geo": "US"
}
run = client.actor("unitbytes/google-shopping-trends-scraper").call(run_input=run_input)
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
print(item.get("title"), item.get("url"), item.get("scraped_at"))Ready-to-Import n8n Workflow
Automate scheduled runs, normalize output fields, and pipe records directly into Google Sheets, Airtable, Slack, or OpenAI with zero code.
Technical Documentation
Frequently Asked Questions
Q: Do I need my own proxies or account login for google-shopping-trends-scraper?
No. UnitBytes manages residential proxy rotation and automated request orchestration so you never need personal accounts or proxies.
Q: What output formats are supported?
All data can be downloaded in JSON, CSV, or Excel formats, or consumed directly via the Apify REST API and webhooks.
Q: How does pricing work?
You only pay for successful records extracted under Apify Pay-Per-Event pricing, with zero monthly minimums or idle compute costs.
Q: Can this actor be integrated into automated workflows?
Yes. You can trigger runs via Apify API, Python/JavaScript clients, Make, Zapier, or scheduled cron workflows.
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Need Custom Google Shopping Trends Scraper: Product Demand ($0.30/1k) Data or a Dedicated Pipeline?
Need custom enterprise data integration, dedicated data pipelines, or high-volume warehouse exports? Tell us what data you need and we will deliver clean Excel / CSV / Google Sheets datasets, set up automated S3/BigQuery feeds, or build a custom pipeline for your team.
Send us your search keywords, categories, or URLs. We run the extraction and email you a clean, ready-to-use Excel/CSV file within 24 hours.
Hands-free daily, weekly, or real-time monitoring pushed directly to Google Sheets, Amazon S3, BigQuery, Snowflake, or Webhook.
Need custom fields added or a brand-new website reverse-engineered? We build, host, and maintain dedicated anti-bot engines.
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