Best Google Trends Scraping APIs for 2025

Google’s official launch of the Google Trends API in 2025 marks a significant milestone in how developers and businesses access trend data. Programmatic access to Google Trends data is invaluable. It empowers marketers, analysts, and developers to automate trend tracking, integrate insights into dashboards, and build data-driven applications that respond to real-time shifts in public interest.

However, challenges remain: Google’s rate limits, JavaScript-heavy interfaces, and anti-bot defenses make reliable data extraction tricky. This is where flexible scraping APIs, like ScrapingBee, come into play, offering robust alternatives or complements to the official API.

In this article, I'll explore the best Google Trends scraping APIs available today, including the official API and several powerful alternatives. Whether you’re a solo developer, a startup, or an enterprise team, my goal is to help you choose the right tool for your needs.

Quick Answer

Google’s official Google Trends API exposes key datasets, including interest over time, top trending searches, and related queries. However, it’s important to note that the API is still in alpha, with restricted quotas and a limited set of endpoints. It also requires Google Cloud authentication, which can add complexity to your integration.

For those needing comprehensive access to the whole Google Trends interface, the official API may fall short. This is where ScrapingBee shines. Its scraping API is designed to handle all Google Trends URLs, bypassing blocks with proxy rotation, solving CAPTCHAs, and rendering JavaScript-heavy pages accurately. This API is the top choice for production workloads that demand scale, reliability, and flexibility.

Best Google Trend APIs Comparison Table

Here’s a quick shortlist of the best Google Trends APIs and scrapers:

The Best Google Trends API Alternatives

If you need more than what the official API offers, several alternatives provide reliable, scalable, and feature-rich access to Google Trends data. These solutions vary in complexity, pricing, and capabilities, so choosing the right one depends on your specific use case.

We’ll compare these options based on:

• Reliability: How consistently the API delivers accurate data without interruptions.

• Scale: Ability to handle large volumes of requests or bulk data extraction.

• Accuracy: Fidelity of the data compared to Google Trends UI.

• Ease of Use: How simple it is to integrate and maintain.

• Rendering Capabilities: Support for JavaScript-rendered content and dynamic pages.

• Anti-Block Measures: Proxy rotation, CAPTCHA solving, and geo-restriction bypass.

1. ScrapingBee

ScrapingBee's Google Trends API is a powerful scraping API that excels at extracting data from all Google Trends interface URLs. It’s built for production workloads, offering:

• Proxy Rotation: Avoid IP bans and rate limits by rotating proxies seamlessly.

• CAPTCHA Handling: Automatically solves CAPTCHAs to maintain uninterrupted scraping.

• Browser Rendering: Fully renders JavaScript-heavy pages, capturing dynamic content like geo-interest charts and interactive graphs.

• Language-Agnostic: Works with any programming language via simple HTTP requests.

• Integration with Pytrends: Pairs well with Pytrends for token generation and unblocked data retrieval.

• Enterprise Ready: SLAs, scalability, and support make it ideal for teams with demanding production needs.

ScrapingBee offers four monthly plans from $49 to $599, scaling from 250,000 to 8,000,000 API credits and 10 to 200 concurrent requests, with higher tiers adding priority support, account management, and team features.

From first-hand experience, ScrapingBee has successfully scraped rendered data and geo-interest charts that are otherwise inaccessible via the official API or simpler scrapers. This makes it a go-to solution for enterprises and developers who want complete, reliable access to Google Trends data without the hassle of managing proxies or browser automation themselves.

2. SerpApi

SerpApi offers a dedicated Google Trends API that returns structured JSON data for trending searches, related queries, interest over time, and geo interest. It is known for:

• High Reliability: Consistent uptime and accurate data delivery.

• Fast Response Times: Optimized for quick API calls.

• Strong Documentation: Easy to get started with clear examples and SDKs.

SerpAPI offers three monthly plans: Developer at $75 for 5,000 searches without U.S. Legal Shield, Production at $150 for 15,000 searches with U.S. Legal Shield, and Big Data at $275 for 30,000 searches with U.S. Legal Shield.

However, SerpApi’s per-request pricing can become costly at scale, making it better suited for smaller projects or teams with moderate data needs.

3. Scrapeless

Scrapeless targets enterprise users with bulk extraction capabilities, robust proxy support, and automation tools. It’s ideal for:

• Large-Scale Operations: Handling massive volumes of Google Trends data across multiple regions.

• Multi-Region Scraping: Collecting geo-specific trend data reliably.

Scrapeless offers four prepaid monthly plans—Basic, Growth at $49, Scale at $199, and Business at $399, with a Custom tier for tailored pricing. Each higher plan reduces unit costs for browser/crawl hours, proxies, and Scraping API requests, and increases maximum concurrency up to unlimited.

The trade-offs include higher complexity in setup and potentially steeper pricing, which may not be suitable for smaller teams or casual users.

4. TrendSpider API

TrendSpider is tailored for market analytics and integrates Google Trends data to provide actionable insights for traders and analysts. It offers:

• Speed: Fast data retrieval optimized for market decision-making.

• Custom Parameters: Flexible queries tailored to specific market segments.

• Market Insights: Combines trend data with other financial indicators.

TrendSpider’s API-style access is bundled into its main platform subscriptions, which start around $50–$80 per month for the Standard tier and increase through Premium and Enhanced plans with more workspaces, bots, and alerts.

While not a general-purpose Google Trends API, it’s a valuable tool for users focused on market trends and trading strategies.

5. DataForSEO Google Trends API

DataForSEO provides a powerful API for businesses needing keyword-level trend data, regional segmentation, and bulk reporting. It integrates smoothly with SEO workflows, making it a favorite for:

• SEO Professionals: Accessing detailed trend data to inform keyword strategies.

• Bulk Reports: Generating large-scale trend analyses efficiently.

DataForSEO’s Google Trends API offers two billing modes: Standard Queue at $0.00225 per task (up to 45 minutes, about $450 per 1M keywords), and Live Mode at $0.009 per task (real‑time, about $1800 per 1M keywords).

Its focus on SEO makes it a specialized but highly effective option for marketing teams.

6. Crawlbase

Crawlbase specializes in bypassing blocks and geo-restrictions, making it useful for developers who need:

• Anonymity: Scrape Google Trends without revealing IP addresses.

• Geo-Restricted Data: Access region-specific trends that might be blocked otherwise.

• Quick Tests: Fast setup for proof-of-concept scraping.

Crawlbase offers subscription plans starting around $29–$99 per month for smaller projects, scaling up to ~$249 and custom enterprise pricing with higher limits and dedicated support.

It’s a versatile tool, but it doesn’t provide a dedicated Google Trends API, so users must build scraping flows themselves.

7. Bright Data

Bright Data is an enterprise-grade proxy and browser automation provider capable of scraping Google Trends reliably. Key points include:

• Powerful Infrastructure: Massive proxy network and browser automation tools like Web Unlocker and Browser API.

• Custom Workflows: Users must build their own scraping flows for Google Trends.

• High Cost: Often the most expensive option, making it impractical for small teams or casual users.

• Compliance & Uptime: Best suited for organizations with strict compliance needs and uptime guarantees.

Bright Data’s Web Scraper API uses a record-based model: pay-as-you-go costs $1.5 per 1K records with no commitment, while monthly plans start at $499 for 510K records, $999 for 1.2M records, and $1,999 for 2.7M records, each bringing the effective rate down to as low as $0.75 per 1K records when using the APIS25 coupon.

Bright Data is a technical powerhouse but requires significant setup and investment.

Does Google Trends Have an Official API? - Yes

Yes, Google officially launched the Google Trends API, a long-awaited development for developers and data enthusiasts alike. This API provides structured access to several key datasets:

• Interest Over Time: Track how search interest for a keyword changes over days, weeks, or months.

• Top Trends: Retrieve currently trending searches by region or category.

• Related Queries: Discover queries related to your keyword of interest.

Despite these capabilities, the API is currently in alpha mode, meaning it’s still evolving and subject to change. It comes with several important limitations:

• Restricted Quotas: Usage limits are tight, making it less suitable for high-volume or enterprise-scale needs.

• Limited Endpoints: Only approved fields and metrics are exposed; some UI-only or experimental data remain inaccessible.

• Google Cloud Authentication: You must have a Google Cloud account and proper credentials to access the API.

• Alpha Restrictions: The API may not yet support all features or data types available on the Google Trends website.

For detailed documentation and updates, check out Google’s official blog announcement and the Google Trends alpha documentation.

Food for Thought

The launch of Google’s official Trends API is a game-changer, providing structured and authenticated access to key datasets. However, the API’s alpha status and limitations mean that scraper-based solutions remain vital for many use cases. Scraping APIs like ScrapingBee complement the official API by offering:

• Access to UI-derived insights and experimental data not yet exposed in the official API.

• Scalability for high-volume or enterprise-grade workloads.

• Flexibility to handle JavaScript rendering, CAPTCHA challenges, and geo-restrictions.

Many developers find the best approach is a hybrid one: use the official API for structured, quota-limited data and rely on ScrapingBee or similar scraping APIs for everything else.

Ready to Start Scraping Google Trends with ScrapingBee?

If you want the most flexible, scalable, and reliable way to scrape Google Trends data, try ScrapingBee now, commitment-free! ScrapingBee’s production-ready API offers:

• Accurate browser rendering of all Google Trends pages.

• Proxy rotation to avoid IP bans and rate limits.

• Automatic CAPTCHA handling to keep your workflows smooth.

• Easy integration with pytrends for token generation and enhanced data retrieval.

Whether you’re a developer building a custom analytics tool or an enterprise team needing SLAs and scalability, ScrapingBee is designed to meet your needs.

Best Google Trends Scraping API FAQs

Does Google offer an official Google Trends API?

Yes, Google launched an official Google Trends API in 2025. It provides structured data such as interest over time, top trends, and related queries, but is currently in alpha with limited endpoints and quotas.

What is the top Google Trends API for developers?

ScrapingBee is widely regarded as the top choice for developers needing comprehensive, scalable, and reliable Google Trends data extraction beyond the official API’s limitations.

How do I scrape Google Trends without getting blocked?

Use a scraping API with proxy rotation, CAPTCHA-solving, and browser rendering capabilities, such as ScrapingBee, to avoid blocks and maintain uninterrupted access.

Is scraping Google Trends legal?

Scraping Google Trends data is generally legal if done responsibly and in respect of Google’s terms of service. Always review legal guidelines and use APIs where available.

What’s the difference between scraping Google Trends and using pytrends?

Pytrends is a Python library that unofficially interfaces with Google Trends, but it may be blocked or limited. Scraping APIs like ScrapingBee provide more robust proxy management and rendering to avoid blocks.

Which Google Trends API is best for enterprise-scale data extraction?

ScrapingBee is one of the top contenders for enterprise-scale extraction due to its scalability, proxy support, and SLA-backed services.

Can I extract real-time trending searches programmatically?

Yes, both the official Google Trends API and scraping APIs like ScrapingBee and SerpApi support programmatic access to real-time trending searches.