Search engines are some of the best data sources on the internet. They don’t provide heavy details. They point you to all the sites that hold the details. Without search engines, data discovery becomes far more challenging — nearly impossible in many modern use cases. When you need to perform a search, you likely open your search engine of choice and input a query.
When you’re building intelligent software, especially AI agents, the process is a bit different. Full browser automation is totally possible for AI agents but it’s not very cost-efficient. A data discovery agent doesn’t need constant browser rendering. It needs a steady feed of search results.
This is where Search Engine Results Page (SERP) APIs come into play. Rather than serving an HTML document full of JavaScript with loosely structured, intentionally obfuscated search results, SERP APIs provide us with structured search results that our AI agents can easily read. Join us as we walk through some of the most popular SERP APIs on the market today.
How to choose the right SERP tracking API
When we choose a SERP API, we need to think about our architecture and data needs — not just our budget. Here are some of the factors you should think about when choosing a provider.
- Query volume: Does your application need to scale? Will you need concurrent requests? Many providers throttle hard.
- Response schema: All modern API providers serve JSON data. That said, not all schemas are created equal. Make sure their schema holds all the fields that your application needs.
- Reliability: What uptime do they advertise? Can your application afford any potential downtime? Your provider should be reliable enough that your application runs with zero unplanned downtime.
- Pricing model: Pricing plans are as diverse as provider offerings. Think about your overall price per result and your total budget. Your pricing plan should cover your usage and include a Service Level Agreement that fits your team.
When choosing a provider, take all these factors into account. If your provider fits your system, you’re one step closer to success.
Best SERP tracking tools
SerpApi
SerpApi is a real-time API that gives developers direct SERP access. They emphasise “you get what users see” by delivering structured JSON of organic results, knowledge graphs, local packs, shopping listings, AI Overview blocks and more.
Key features
- Deep SERP element extraction: Beyond basic links and titles, the API returns metadata like reviews, ratings, snippets, product elements and AI-overviews.
- Supported search engines: Google, Bing, Baidu, Yahoo and Yandex.
- Developer-friendly SDKs and integrations: SerpApi offers libraries in multiple languages including Python, JavaScript, Go, C# and more. They also integrate with AI frameworks such as LangChain.
- Pricing: Their free tier gives you 250 searches/month. Standard plans starting at $75/month for 5,000 searches and their enterprise option gives you access to 30,000 searches at $275/month.
SerpApi is best suited to teams and developers who need structured SERP data at low to moderate volume. Developers gain access to machine friendly results with rich metadata.
Bright Data SERP API
Bright Data’s SERP API is part of its larger data collection platform. It’s built on top of one of the most extensive data collection networks in the world. Bright Data offers solutions to enterprises that need reliable, real-time search data with strong SLAs and scalable infrastructure.
Key features
- High-volume infrastructure: Delivers results from 195+ countries with enterprise-level uptime and scaling.
- Supported search engines: Google, Bing, Yahoo, DuckDuckGo, Baidu, Yandex and Naver.
- Data formats and tooling: Supports JSON and HTML output with optional asynchronous retrieval. Bright Data’s SERP API can be used with HTTP requests or via SDKs. AI models can even use Bright Data’s SERP API through Model Context Protocol (MCP)
- Pricing: Pay-as-you-go plans start at $1.50 per 1,000 results and continue to scale all the way up to their 2M results plan which supports 2,000,000 results per month at a cost of $1,999/month.
Bright Data is a strong fit for organizations that need high-volume SERP data, enterprise reliability and flexible integration. However, enterprise tools do come at a higher cost compared to some other providers. Bright Data’s SERP API provides scale and reliability for teams who need enterprise-grade SERP tooling.
SearchApi
SearchApi provides structured results from most major search engines. Their focus is on reliability and performance. SearchApi ensures developers receive consistently parsed results for easy pipeline integrations.
Key features
- Supported search engines: Google, Baidu, Bing, DuckDuckGo, Yahoo and Yandex.
- Simple REST API: They don’t advertise any official SDKs but developers can access search data through traditional HTTP endpoints. This makes it compatible with every major programming language.
- Pricing: They offer an entry level “Developer” plan at $40/month for 10,000 searches. There are a variety of other plans available to match different scaling needs. Their highest plan comes in at $5,000/month for 5,000,000 searches.
SearchApi is a practical option for developers who need fast, reliable access to major search engines. They offer predictable pricing with minimal overhead. However, without official SDKs available, your team should be comfortable with basic web development and HTTP.
Serper
Serper is a lightweight and low-cost Google Search API designed for developers who need straightforward SERP data. They call themselves “The world’s fastest and cheapest Google search API.” They’re an alternative to larger providers and they focus on simplicity and quick response times.
Key features
- Focused Google API: Returns organic, news, images, shopping and maps results through a unified endpoint.
- Supported search engines: Google only.
- Simple JSON schema: Provides structured results in under two seconds, ideal for rapid prototyping or AI-agent search functions.
- Pricing: Starter plan begins at $50 for 50,000 queries. Their highest tier costs $3,750 for 12,500,000 queries.
Serper is ideal for small teams and independent developers who need basic Google SERP data at scale without the complexity or cost of enterprise-grade support. Teams should note that results are limited to Google only.
DataForSEO
DataForSEO also offers comprehensive SERP data solutions. They cover multiple search engines and result types. DataForSEO is designed for businesses that need large-scale keyword monitoring, rank tracking or data enrichment from diverse sources.
Key features
- Multi-engine API coverage: Provides access to organic, maps, news and image results across several major search engines.
- Supported search engines: Google, Bing, Yahoo and Baidu.
- Scalable pricing model: Offers asynchronous endpoints and flexible data for large-volume operations.
- Pricing: Pay-as-you-go pricing averages around $0.0006 per query for standard-depth results.
DataForSEO is a great choice for enterprise teams, marketing platforms and analytics companies that require cost-efficient SERP data at massive scale with transparent billing. However, DataForSEO’s extensive customizations make it difficult to calculate straightforward pricing.
ZenRows SERP Scraper Tool
ZenRows provides a general-purpose scraping API with support for SERP extraction. It’s marketed as a flexible alternative for developers who prefer to customize their own scraping pipelines while outsourcing the hardest parts of anti-bot management and rendering.
Key features
- Universal scraper design: Supports structured data extraction for search results, ads, snippets and product listings.
- Supported search engines: Google, Bing and Yandex.
- Rendering control: Developers can enable or disable JavaScript rendering to optimize speed or completeness.
- Pricing: Their entry-level plan costs €69 (approximately $80)/month for 1,000 results. Their “Business” plan comes in at €299 (approximately $350)/month and covers 3,000,000 results.
ZenRows is best suited for data engineers who need occasional SERP extraction as part of a broader scraping workflow.
Comparison of SERP tracking APIs
| Provider | Supported search engines | Starting price | Top plan |
|---|---|---|---|
| SerpApi | Google, Bing, Baidu, Yahoo, Yandex | $75/month (5,000 searches) | $275/month (30,000 searches) |
| SearchApi | Google, Baidu, Bing, DuckDuckGo, Yahoo, Yandex | $40/month (10,000 searches) | $5,000/month (5M searches) |
| Serper | Google only | $50/month (50,000 queries) | $3,750/month (12.5M queries) |
| Bright Data SERP API | Google, Bing, Yahoo, DuckDuckGo, Baidu, Yandex, Naver | $1.50 per 1,000 results | $1,999/month (2M results) |
| DataForSEO | Google, Bing, Yahoo, Baidu, Naver, Seznam, YouTube | ~$0.0006/query (depth-10) | Variable (pay-as-you-go) |
| ZenRows | Google, Bing, Yandex | €69/month (1,000 results) | €299/month (3M results) |
Conclusion
Choosing the right SERP tracking tool depends on your individual team needs. Teams with moderate needs might go for SerpApi or SearchApi. Serper provides an efficient, low-cost option for projects that only need Google results. Bright Data and DataForSEO offer solutions for enterprise teams that need scale and comprehensive features.
SERP tracking tools can power your next AI agent for tasks like simple data discovery and even deep research.