Google Trends Scraper

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🔥 The Ultimate All-in-One Intelligence Scraper

Stop paying for fragmented scrapers that only do one thing, break on unrecognized regions, or fail silently without giving you data. This Google Trends Scraper replaces multiple tools by offering 5 unique intelligence endpoints in a single actor. Coupled with a heavily optimized 2.0 Infrastructure, it bypasses Google's aggressive rate-limiting out of the box.

• ✅ 5 Unique Intelligence Endpoints: Grab Trending Now (Real-Time), Interest Over Time (Historical), Interest by Region, Related Queries, or Related Topics without switching actors or paying split costs.
• ✅ Native Residential Proxies: Built-in evasion techniques guarantee zero IP blocks. (Proxy rotation included)
• ✅ Enterprise Architecture: Built by experts to handle edge cases like missing regional data, arrays, and timezone anomalies without crashing.
• ✅ Big Data Ready: Returns flat, perfectly normalized JSON directly to your datasets, fully compatible with Apify CSV, Excel, or Pandas DataFrames.

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💎 Unbeatable Pay-Per-Result ROI

We use a heavily structured dynamic pay-per-result model at exactly $2.50 per 1,000 results ($0.0025 per event). 100% Predictable Pricing: Zero unexpected compute or proxy fees! We absorb all Apify platform costs so your billing is fully predictable.

(To test without risk, we set the default max_events to 100. Feel free to lower it to 10 to verify output quality for practically zero cost!)

📊 Quick Pricing Reference:

• Safety Test Run (10 items) = $0.02
• Starter Run (100 items) = $0.25
• Full Historical Analytics (1,000 items) = $2.50
• Zero Risk on Failure: If the run fails because of a bad keyword or Google error, you only pay for a single error item ($0.0025)!

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🛠️ Extensive Core Features

1. 🚀 Trending Now (Real-time Pulses)

Monitor the exact pulse of the internet globally. Perfect for news aggregators and reactive social media marketers.

• Real-time trend scoring with hourly windows.
• Contextual news articles automatically attached.
• Precise traffic volume estimates (e.g., "5M+ Searches").

2. 📈 Interest Over Time

Extract precision timeline data spanning from 2004 to today. Great for spotting macro seasonal shifts in e-commerce or finance.

• Compare up to 5 strategic keywords simultaneously.
• Normalized scoring (0-100 search index).

3. 🗺️ Interest by Region

Reveal exactly where keyword demand is centralized geographically.

• Granular breakdowns by Country, Region (State), DMA, or City.
• Perfect for targeted local PPC advertising.

4. 🔍 Related Queries & 🏷️ Related Topics

Reverse-engineer Google's contextual groupings to unearth long-tail keywords your competitors miss.

• Flags both "Rising" (breakout trends) and "Top" semantic queries.
• Extracts enriched Google Knowledge Graph entity categories.

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🎯 High-ROI Implementation Use Cases

• 🛒 E-commerce & Dropshipping: Identify viral products (e.g., TikTok trends) before market saturation occurs.
• 📝 SEO Content Planning: Blueprint thousands of blog posts dynamically using Related Queries.
• 💸 Algorithmic Trading: Correlate breakout consumer search volume for specific ticker symbols with quantitative price action.
• 🧑‍💼 Enterprise Market Research: Uncover deep demographic shifts and map brand penetration.

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⚙️ Input Configuration Options

Parameter	Description
scrape_type	Choice of 5 endpoints (e.g., trending_now, interest_over_time).
keywords	Up to 5 target queries (Required for historical modes).
predefined_timeframe	Fast dropdowns like today 12-m, now 7-d, or all.
gprop	Service filter: Web, Images, News, Shopping, YouTube.
geo_resolution	Precision level: COUNTRY, REGION, CITY, or DMA.

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🌟 Clean, Normalized JSON Output

Every run outputs perfectly serialized, cross-platform friendly data.

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🚨 Pro Tips for Maximum Success

1. Integrated Proxies: This scraper is built natively around Apify's Residential IP pool. Leave Proxy configuration at default for a seamless, unblockable experience. Our engine automatically intercepts proxy rotation cycles to ensure fresh HTTP sessions, fully bypassing Google's strict 429 rate limits.
2. Smart Backpressure: If Google returns sudden errors, our engine applies invisible exponential backoff—saving your session without double billing you for failed API calls. Permanent errors are surfaced cleanly to your dataset without crashing the Actor.
3. Patience on "All" Data: Pulling absolute historical footprints (2004-Present) for 5 keywords simultaneously generates massive payloads. The Actor will work reliably, just give it a minute!

Disclaimer: This scraper leverages sophisticated data routing and is not affiliated with Google LLC. Built for structured open data intelligence.