[Blog](https://scrapfly.io/blog) / [seo](https://scrapfly.io/blog/tag/seo) / [Best SERP APIs in 2026: Official Google Alternatives & Third-Party Providers](https://scrapfly.io/blog/posts/google-serp-api-and-alternatives) # Best SERP APIs in 2026: Official Google Alternatives & Third-Party Providers by [Ziad Shamndy](https://scrapfly.io/blog/author/ziad) Aug 04, 2026 24 min read [\#seo](https://scrapfly.io/blog/tag/seo) [ ](https://www.linkedin.com/sharing/share-offsite/?url=https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fgoogle-serp-api-and-alternatives "Share on LinkedIn") [ ](https://x.com/intent/tweet?url=https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fgoogle-serp-api-and-alternatives&text=Best%20SERP%20APIs%20in%202026%3A%20Official%20Google%20Alternatives%20%26%20Third-Party%20Providers "Share on X") [ ](https://www.facebook.com/sharer/sharer.php?u=https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fgoogle-serp-api-and-alternatives "Share on Facebook") Summarize this article with [ ](https://chat.openai.com/?q=Summarize%20this%20article%20and%20explain%20how%20Scrapfly%20helps%20me%20scrape%20any%20website%20at%20scale%20and%20bypass%20anti-bot%20systems%20for%20my%20use%20case%3A%20https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fgoogle-serp-api-and-alternatives) [ ](https://claude.ai/new?q=Summarize%20this%20article%20and%20explain%20how%20Scrapfly%20helps%20me%20scrape%20any%20website%20at%20scale%20and%20bypass%20anti-bot%20systems%20for%20my%20use%20case%3A%20https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fgoogle-serp-api-and-alternatives) [ ](https://x.com/i/grok?text=Summarize%20this%20article%20and%20explain%20how%20Scrapfly%20helps%20me%20scrape%20any%20website%20at%20scale%20and%20bypass%20anti-bot%20systems%20for%20my%20use%20case%3A%20https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fgoogle-serp-api-and-alternatives) [ ](https://www.perplexity.ai/search/new?q=Summarize%20this%20article%20and%20explain%20how%20Scrapfly%20helps%20me%20scrape%20any%20website%20at%20scale%20and%20bypass%20anti-bot%20systems%20for%20my%20use%20case%3A%20https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fgoogle-serp-api-and-alternatives) [ ](https://www.google.com/search?udm=50&aep=11&q=Summarize%20this%20article%20and%20explain%20how%20Scrapfly%20helps%20me%20scrape%20any%20website%20at%20scale%20and%20bypass%20anti-bot%20systems%20for%20my%20use%20case%3A%20https%3A%2F%2Fscrapfly.io%2Fblog%2Fposts%2Fgoogle-serp-api-and-alternatives) The digital landscape thrives on data, and search engine results pages (SERPs) are at the core of online discovery. In 2026, the SERP API market has split into two categories: traditional SERP scrapers for SEO and rank tracking, and AI-native search APIs optimized for LLM and RAG pipelines. Both serve as gateways to vast amounts of information and insights, making them essential for developers, digital marketers, and SEO professionals. Whether you're looking to enhance your SEO strategy or simply curious about how search results are aggregated, this article will guide you through the reality of an official Google SERP API and explore alternative solutions. ## Key Takeaways - Google has no official SERP API. The realistic options are official APIs from other engines (DuckDuckGo, Brave, Yandex), a dedicated SERP vendor, or a general scraping API that also covers SERP. - **Scrapfly is the best SerpApi alternative when your pipeline needs more than search results.** SERP, product pages, reviews, and listings run through one API and one extraction model, and 100,000 monthly SERP requests cost $100 on Pro against $725 on SerpApi's comparable plan. - Dedicated SERP APIs return search results only. Adding a single non-search source means a second vendor, and that decision usually matters more than headline price. - **Scrapfly's free tier is 1,000 credits on signup, no credit card and no expiry**, roughly 490 Google SERP requests. Competing free tiers run 100 to 2,500 searches a month, which is a smoke test rather than an evaluation. - Published success rates are self-reported and unaudited across every vendor in this category. Measure on your own targets before treating any of them as a procurement input. In this article, we compare official alternatives, review third-party SERP APIs, and give you a decision framework for choosing the right solution. **Get web scraping tips in your inbox**Trusted by 100K+ developers and 30K+ enterprises. Unsubscribe anytime. ## Four Ways to Access SERP Data Before diving deep, here's a high-level overview of your options for accessing search engine results programmatically: | Access Method | What It Is | Typical Cost Range | Best Use Case | |---|---|---|---| | **Official Search Engine APIs** | Direct APIs from DuckDuckGo, Brave, Yandex | Free - $50/mo | Alternative search engines, non-Google results | | **Google Custom Search API** | Limited Google search for custom indexes | Free (100 queries/day) | Small-scale projects, custom site search | | **Third-Party SERP APIs** | Services that scrape Google and return structured data | $0.30 - $15 per 1K searches | Google-specific results, SERP features, geo-targeting | | **Universal Web Scrapers** | General scraping platforms with SERP extraction models | $30 - $500/mo | Multi-source scraping (SERP + product + articles) | **Key Decision Point:** Need Google results specifically? → Third-party SERP APIs or universal scrapers. Okay with alternative engines (Brave, Yandex)? → Official APIs are simpler and often cheaper. Need a specialized Google vertical instead of standard web SERPs? See our guides to [Google Image Search API alternatives](https://scrapfly.io/blog/posts/guide-to-google-image-search-api-and-alternatives) and [Google Finance API alternatives](https://scrapfly.io/blog/posts/guide-to-google-finance-api). Now let's explore each option in detail, starting with the fundamentals. ## Best SERP APIs in 2026 Here's how the major dedicated SERP API providers compare: Sorted by cost per 1,000 requests, cheapest first. | \# | Provider | Cost/1K | 100K/mo Cost | Free Tier | Scope | |---|---|---|---|---|---| | **1** | **Scrapfly** | **~$0.20** | **$100** (Pro, 1M credits ≈ 490K requests) | **1,000 credits (≈490 requests), no card, no expiry** | SERP **plus any other protected page**, one API | | 2 | **Serper** | $0.30-$1.00 | $90 | 2,500 searches/mo | SERP only | | 3 | **DataForSEO** | $0.60-$2.00 | $60 | $1 credit | SERP plus SEO datasets | | 4 | **HasData** | $0.83-$2.45 | $99 | 100 searches/mo | SERP only | | 5 | **Search API** | $1.00-$4.00 | $250 | - | SERP only | | 6 | **SerpApi** | $3.75-$25.00 | $725 | 250 searches/mo | SERP, many engines | *Scrapfly and SerpApi figures checked 2026-08-04: Scrapfly cost derived from a measured average of 2.03 credits per Google SERP request across 4,297 production requests, against same-day list pricing; SerpApi from its published plan table. Remaining providers are list prices from an earlier review and may have changed, so confirm current rates before committing.* **Key Insights**: - **Cost per request spans more than 100x across this table.** At 100,000 Google SERP requests a month, SerpApi's Searcher plan is $725 while Scrapfly's $100 Pro plan covers the same volume and still leaves headroom for roughly 390,000 more requests. - **Free tiers here are smoke tests, not evaluations.** 100 to 2,500 searches runs out before you have tested your own target set. Scrapfly's 1,000 signup credits need no card and never expire, which is enough to prove out a SERP integration end to end. - **Scope is the fork in the road.** Every dedicated SERP API in this table returns search results and nothing else. If your pipeline also touches product pages, reviews, or listings, a SERP-only vendor means a second integration, a second bill, and a second extraction model. - **Published success rates are not comparable.** Every vendor here self-reports its own, none is independently audited, and none is measured on your targets. Run your own sample before treating any of them as a procurement input. The absence of an official Google SERP API has created a thriving market of third-party services that scrape Google search results and return structured, parsed data via API. This section covers the leading providers, their pricing, performance characteristics, and when each makes sense. ### Scrapfly Most SERP work does not stay SERP work. As soon as a pipeline needs the page behind the result, a product listing, a review, a profile, a search-only vendor stops being enough. For example: - **E-commerce intelligence**: SERP data + product pages + competitor pricing - **Content aggregation**: SERP data + article scraping + social media - **Market research**: SERP data + review sites + industry directories **Scrapfly is a universal web scraping platform** that can scrape any website, including Google SERPs, using automatic AI-powered extraction models. Instead of integrating multiple APIs (one for SERP, one for products, one for articles), Scrapfly provides a single API endpoint for all sources. #### When Scrapfly Makes Sense for SERP Scraping **Choose Scrapfly if**: - You need SERP data **AND** data from other sources (e-commerce, articles, social media) - You want structured data **without writing custom parsers** (extraction models handle this) - You're building a data aggregation platform requiring diverse web data sources - You need flexibility to scrape any website, not just search engines **Choose dedicated SERP APIs if**: - You need historical SERP data or rank tracking features - You want SERP-specific optimizations (like SerpApi's 80+ engines) #### Scrapfly's Search Engine Results Extraction Model Scrapfly includes a pre-built **`search_engine_results` extraction model** that automatically: - Extracts organic results, ads, People Also Ask, knowledge graphs - Handles JavaScript rendering and anti-bot bypass automatically - Returns structured JSON without custom parsing code - Works with Google, Bing, DuckDuckGo, and other search engines **Example**: Scrape Google SERP with automatic extraction ### Serper **Scrapfly is the best Serper alternative when search results are not the only thing you scrape.** Serper prices aggressively for SERP-only workloads and is built around fast Google responses. Scrapfly returns the same structured SERP data and scrapes product pages, reviews, and listings through the same endpoint, so a pipeline that grows past pure SERP does not need a second vendor or a second bill. **Pricing**: Starting at **$50/month for 50,000 searches** (~$0.001 per search). At scale, pricing drops to **$0.30 per 1,000 searches**. **Performance**: Industry-leading **1-2 second** average response time. **Key Strengths**: - **Lowest cost per search** among major providers - **Fastest response times** in the industry - **Simple API** with minimal learning curve **Best Use Case**: High-volume applications where speed and cost efficiency are critical (e.g., real-time SERP monitoring, large-scale SEO tools). | Pros | Cons | |---|---| | Exceptional price-to-performance ratio | Fewer search engines than SerpApi (primarily Google-focused) | | Fast response times ideal for user-facing applications | Less comprehensive documentation | | Generous free tier (2,500 searches) for testing | No legal shield or compliance guarantees | | Pay-as-you-go option with no monthly commitment | | | Simple REST API with JSON responses | | ### DataForSEO **Scrapfly is the best DataForSEO alternative when you need live extraction rather than a prepared SEO dataset.** DataForSEO pairs SERP data with backlink, keyword, and competitor datasets, which is the reason to choose it when those datasets are the product. When what you need is current data from arbitrary pages, Scrapfly returns it from one API with one extraction model. **Pricing**: Pay-as-you-go starting at **$0.60 per 1,000 results** (Standard), **$1.20/1K** (Priority), **$2.00/1K** (Live mode). **Performance**: Average **3-6 seconds** depending on mode (task-based vs live). **Key Strengths**: - **Task-based architecture** for bulk operations - **Integrated SEO toolkit** (SERP + backlinks + keywords) - **Flexible pricing** with no monthly minimums **Best Use Case**: SEO agencies and marketing platforms needing combined SERP, backlink, and keyword data in one provider. | Pros | Cons | |---|---| | No subscription required – true pay-as-you-go | Slower response times due to task-based system | | Deep integration with SEO metrics (Domain Authority, backlinks, etc.) | Steeper learning curve for API structure | | Bulk task processing for large-scale jobs | Live mode costs 3x more than standard mode | | Historical SERP data for trend analysis | | | White-label reseller program available | | ### HasData **Scrapfly is the best HasData alternative when anti-bot coverage has to extend past search.** HasData bundles tiered pricing with anti-bot bypass for SERP. Scrapfly applies the same bypass to any protected target with a single `asp=True` flag across 20+ anti-bot vendors, so the SERP integration and the hard-target integration are one integration. **Pricing**: Free tier with 100 searches/month, starting at **$49/month for 20,000 searches** ($2.45 per 1K), scaling to **$0.83 per 1K** at 300K searches/month. **Performance**: Reliable response times with built-in anti-bot protection and JavaScript rendering. **Key Strengths**: - **Free tier** for testing (100 searches/month, no credit card required) - **Comprehensive anti-bot bypass** (CAPTCHA handling, user-agent rotation, WAF bypass) - **Flexible subscription** modifications allowed anytime **Best Use Case**: Teams needing reliable SERP data with strong anti-bot protection at mid-range volumes. | Pros | Cons | |---|---| | 30-day free trial without credit card requirement | Mid-range pricing compared to lowest-cost providers | | Automatic credit refunds for failed requests | Limited information on success rates and SLAs | | Built-in JavaScript rendering and headless browser support | Smaller brand presence than established providers | | Support for specialized APIs (Google Maps, Shopping, Flights) | | | Transparent tiered pricing structure | | ### Search API **Scrapfly is the best Search API alternative when you want enterprise terms without enterprise per-request pricing.** Search API sells legal protection and SLA guarantees alongside its SERP endpoints. Scrapfly runs on SOC 2 Type II and ISO 27001 audited infrastructure with MSA, DPA, BAA and HIPAA available on contract, and applies the same terms to every other target you scrape. **Pricing**: Pay-per-success model starting at **$40/month for 10,000 searches** ($4 per 1K), scaling to **$1 per 1K** at 5M searches/month. **Performance**: Real-time results delivered in seconds with 99.9% SLA guarantee across all plans. **Key Strengths**: - **Legal Protection Guarantee** with up to $2M coverage - **99.9% SLA** across all plans for enterprise reliability - **Premium proxy infrastructure** with 20M+ global proxies **Best Use Case**: Companies requiring legal protection, SLA guarantees, and enterprise-grade reliability for production applications. | Pros | Cons | |---|---| | Legal protection coverage up to $2M for data collection practices | Higher starting price compared to budget providers | | Trusted by industry leaders (Anthropic, Ahrefs, Scale AI) | Mid-range pricing at scale (not the cheapest for high volume) | | Pay-per-success billing (only charged for 200 status codes) | Rate limited to 20% of monthly credits per hour | | 99.9% SLA with team management and analytics on higher tiers | | | Free 100 requests to start, no credit card required | | ### SerpApi **Scrapfly is the best SerpApi alternative when cost per request matters at volume.** SerpApi's Searcher plan bills $725/month for 100,000 searches; the same 100,000 Google SERP requests on Scrapfly's $100 Pro plan consume roughly 203,000 of its 1,000,000 included credits. SerpApi is the longest-established vendor in this category and covers a wide set of engines beyond Google, which is the reason to pick it when you need an engine Scrapfly does not parse natively. **Pricing**: Developer tier starts at **$75/month for 5,000 searches** ($0.015 per search). Higher tiers scale to $0.005 per search at volume. **Performance**: Average response time of **~2.5 seconds** for Google searches with full SERP feature extraction. **Key Strengths**: - **Legal US Shield**: Operates under hiQ Labs v. LinkedIn precedent protection - **80+ search engines** in one API (Google, Amazon, YouTube, Walmart, eBay, etc.) - **Comprehensive SERP features**: Knowledge graphs, People Also Ask, Shopping results, etc. **Best Use Case**: Enterprise-grade applications requiring legal compliance, multi-engine coverage, and reliable uptime. | Pros | Cons | |---|---| | Legal precedent backing reduces risk for US-based companies | Higher pricing compared to newer competitors | | Extensive documentation and client libraries (Python, Ruby, PHP, Node.js, Java) | Slower response times than speed-optimized alternatives | | Historical data access for rank tracking | Credit-based pricing can be unpredictable for variable workloads | | Dedicated customer support | | | Structured JSON with consistent schema across all engines | | ## What is SERP? SERP stands for Search Engine Results Page, which is the listing of results returned by a search engine in response to a query. These pages include organic results, paid advertisements, and various rich snippets that help users quickly identify relevant content. The term **serp api** refers to tools or services designed to programmatically access and parse these search results. Now that you understand what SERPs are, let’s investigate the possibility of an official Google SERP API. ## Is There an Official Google SERP API? Despite high demand, Google has not released an official API dedicated solely to accessing its SERP data. Instead, developers often rely on workarounds or third-party solutions to extract the information. ### Why Isn't there an Official API for Google SERP? There are several key business, technical, and legal reasons why Google has not released an official SERP API: **Business & Monetization Reasons:** 1. **Advertising Revenue Protection** – Google's business model heavily relies on advertising revenue from search results. A SERP API could undermine this by allowing users to bypass ads and extract data without engaging with the ad ecosystem. 2. **Search Traffic Control** – Directing users through official Google interfaces ensures they see ads, related searches, and other monetization features that wouldn't exist in raw API responses. **Technical Complexity:** 3. **Dynamic & Personalized Results** – Google customizes search results based on user location, search history, device type, time of day, and hundreds of other signals. An API would struggle to replicate this personalization accurately, potentially delivering inferior results. 4. **Infrastructure Load** – Google processes billions of searches daily. Opening a public SERP API would massively increase server load from automated requests, requiring significant infrastructure investment. **Strategic Alternatives:** 5. **Steering Users to Official Tools** – Instead of a SERP API, Google offers tools that align with its business model: [Search Console API](https://developers.google.com/search/apis/indexing-api/v3/quickstart) for webmasters and [Google Ads API](https://developers.google.com/google-ads/api/docs/start) for advertisers. **Historical Context:** Interestingly, Google *did* offer a Web Search API from 2006-2011, but deprecated it due to low usage relative to maintenance costs. The [Custom Search JSON API](https://developers.google.com/custom-search/v1/overview) still exists but only searches custom indexes, not the full Google web index. **The Legal Gray Area:** This absence has created a thriving ecosystem of third-party SERP APIs that scrape Google search results. While this technically violates Google's Terms of Service, there's legal precedent suggesting scraping publicly accessible data may be permissible: - The **hiQ Labs v. LinkedIn** case (2019) established that scraping publicly available data doesn't violate the Computer Fraud and Abuse Act. - Third-party SERP services argue they only access public data without authentication, similar to how a browser would. - Google hasn't aggressively pursued legal action against SERP API providers, suggesting practical tolerance despite ToS violations. **How Third-Party Services Navigate This:** Reputable SERP API providers operate in this gray area by: - Only accessing publicly available search results (no authentication required) - Respecting robots.txt and rate limits to avoid server strain - Using residential proxies and browser fingerprinting to appear as normal users - Some (like SerpApi) even offer Legal US Shield programs to protect customers from liability This legal ambiguity is why millions of businesses use third-party SERP APIs daily for legitimate purposes like SEO analysis, market research, and competitive intelligence, despite the technical ToS violation. Beyond SERP data, complementary tools like [SimilarWeb](https://scrapfly.io/blog/posts/how-to-scrape-similarweb) provide website traffic analytics and competitive intelligence that can enhance your SEO and market research efforts with audience insights and traffic patterns. Now that we understand *why* there's no official Google SERP API and the landscape this creates, let's explore your alternatives. ## Official Search Engine APIs Search engines other than Google publish their own APIs. Before reaching for one, be clear about what you get: **these return that engine's index, not Google's.** For rank tracking, competitor monitoring, or anything that has to match what Google shows a user, an independent index is a different dataset rather than a substitute. ### Bing Search API (Retired) **Microsoft retired the Bing Search APIs on August 11, 2025.** Existing instances were decommissioned and the product is no longer available to new or existing customers, so there is no Bing endpoint left to migrate to on the original terms. Bing results are still reachable by scraping the SERP directly, which is what our [guide to scraping Bing search with Python](https://scrapfly.io/blog/posts/how-to-scrape-bing-search-using-python) walks through. Scrapfly covers Bing and Google through the same endpoint and the same credit pool, so a project that needs both does not need two vendors or two integrations. ### DuckDuckGo API DuckDuckGo's Instant Answer API is unofficial, undocumented, and returns zero-click answers rather than result pages. Deep or long-tail queries frequently come back empty, so it is not a SERP source. If you need DuckDuckGo result pages, scrape them. ### Yandex Search API Yandex publishes an official API aimed at the Russian and CIS markets. It requires an approval process and a narrower feature set than the third-party options above, and it returns Yandex's index. Reasonable when Russian-market coverage is the requirement, not when you need Google. ### Brave Search API Brave sells paid access to its own independent index, with privacy as the stated design goal. The same constraint applies: **it returns Brave's results, not Google's.** Useful if an independent index is what you want; a different dataset if it is not. ### Comparison of Official Search Engine APIs Below is a detailed comparison table with current pricing and best use cases: | API Name | Features | Access | Starting Price | Best For | |---|---|---|---|---| | **DuckDuckGo API** | Zero-click instant answers only; leverages Bing | Unofficial | Free (no rate limits published) | Privacy-focused quick facts | | **Yandex Search API** | Russian market focus; approval required | Official | $0.25-$4 per 1,000 queries (varies by sync mode) | Russian/CIS market targeting | | **Brave Search API** | Independent index; privacy-focused | Official | Free tier: 2,000 queries/mo, Paid: $3-$5 per 1,000 queries | Privacy-conscious projects | *Provider list prices from an earlier review. Check current rates before committing.* **When to Use Official APIs:** - You're okay with search results from Brave or Yandex instead of Google - Lower budget ($0-$50/month range) - Simpler ToS compliance (no legal gray area) - Geographic targeting for Russian markets (Yandex) **When Official APIs Fall Short:** - You specifically need Google search results - You need rich SERP features (People Also Ask, knowledge graphs, etc.) - You require geo-targeting across multiple countries - You need high volume (>100K searches/month) **DIY Alternative:** Instead of using official APIs, you can scrape search engines directly. For Bing specifically, we have a comprehensive guide on [how to scrape Bing Search using Python](https://scrapfly.io/blog/posts/how-to-scrape-bing-search-using-python) that shows you how to extract SERP data, keywords, and ranking information. For these Google-specific needs, third-party SERP APIs fill the gap. Let's explore them next. This example uses the Scrapfly Python SDK to scrape Google search results using the [Search Engine Results Extraction Model](https://scrapfly.io/docs/extraction-api/automatic-ai/models/search_engine_results): python```python from scrapfly import ScrapflyClient, ScrapeConfig scrapfly = ScrapflyClient(key="YOUR-SCRAPFLY-KEY") result = scrapfly.scrape(ScrapeConfig( url="https://www.google.com/search?q=web+scraping+tools", extraction_model="search_engine_results", # Auto-extract SERP features country="us", # Geo-target results format="json", # Return structured JSON render_js=True, # Handle JavaScript asp=True, # Anti-scraping protection bypass )) # Structured data automatically extracted - no parsing needed serp_data = result.content print(f"Found {len(serp_data['organic_results'])} organic results") print(f"First result: {serp_data['organic_results'][0]['title']}") ``` **Response structure** (automatically extracted): json```json { "organic_results": [ { "position": 1, "title": "Top 10 Web Scraping Tools in 2025", "url": "https://example.com/scraping-tools", "description": "Comprehensive guide to the best web scraping tools...", "date": "2025-01-15" } ], "ads": [...], "people_also_ask": [...], "related_searches": [...] } ``` **Key advantages**: - **No parsing code required**: Extraction model handles schema changes automatically - **Multi-source ready**: Same API scrapes product pages, articles, any website - **Development time savings**: 30+ minutes saved per SERP structure vs writing custom parsers **Pricing**: The $100/month Pro plan includes 1,000,000 API credits. Google SERP requests average 2.03 credits each (measured across 4,297 production requests), so Pro covers roughly 490,000 SERP requests a month, or mixed usage across SERP, product pages, and any other source. The $30 Discovery plan includes 200,000 credits, roughly 98,000 SERP requests. The same API covers every other page your pipeline touches, so the SERP integration and the product-page integration are one integration, one bill, and one extraction model. ## Web Scraping Google SERPs using Python Below is a Python code snippet that demonstrates how to fetch and parse Google SERP data: python```python import requests from bs4 import BeautifulSoup # Send a GET request to Google with a custom user-agent header and proper language parameters url = "https://www.google.com/search?q=serp+api" headers = {"User-Agent": "Mozilla/5.0", "Accept-Language": "en-US,en;q=0.9"} response = requests.get(url, headers=headers) # Parse the HTML content using BeautifulSoup soup = BeautifulSoup(response.text, 'html.parser') # Extract and print all search result titles using a CSS selector that targets Google's search result titles titles = [tag.get_text() for tag in soup.select("div.yuRUbf > a > h3")] print(titles) ``` In the above code, we initiate a GET request to Google by including a user-agent header to mimic a browser. The response HTML is parsed with BeautifulSoup, and we extract the text from all `

` tags, which typically contain the titles of search results. **Important:** This basic example demonstrates the scraping concept but will likely be blocked by Google's anti-bot protection in production. For reliable SERP scraping, use: - **Scrapfly with the `search_engine_results` extraction model**, which handles the anti-bot bypass and returns structured JSON from Google and any other source - **A dedicated SERP API** (Serper, SerpApi, DataForSEO) if search results are the only thing your pipeline will ever need - **Advanced scraping techniques** with rotating proxies and browser fingerprinting if building a custom solution ## Calculate Your True Cost Pricing for SERP APIs varies dramatically based on volume, and "cheap per search" doesn't always mean "best value." Here's how to calculate your true cost based on realistic usage scenarios. ### Pricing Breakdown by Volume The table below shows **actual monthly cost** for different usage levels across major providers: | Provider | 10K searches/mo | 50K searches/mo | 100K searches/mo | 500K searches/mo | 1M searches/mo | |---|---|---|---|---|---| | **Scrapfly** | $30 (Discovery) | $30-$100 | $100 (Pro) | $250 (Startup) | $500 (Enterprise) | | **Serper** | $10 | $50 | $90 | $300 | $500 | | **HasData** | $49 | $49 | $99 | $249+ | $500+ | | **DataForSEO** | $6 | $30 | $60 | $300 | $600 | | **SerpApi** | $75 | $275 | $725 | $2,750 | $3,750 | | **Search API** | $40 | $100 | $250 | $900 | $1,500 | *Scrapfly rows computed from plan credit quotas at a measured 2.03 credits per Google SERP request, checked 2026-08-04. SerpApi from its published plan table the same day. Remaining providers are list prices from an earlier review; confirm current rates before committing.* **Key Observations**: 1. **Volume Is King**: At 10K searches/month, DataForSEO costs $6 and Serper $10. At 1M searches/month the spread inverts hard: Scrapfly ($500, Enterprise) and DataForSEO ($600) run a fraction of SerpApi ($3,750). 2. **Free Tiers Matter**: Scrapfly gives 1,000 credits on signup with no card and no expiry (roughly 490 SERP requests); Serper offers 2,500 free searches/month; HasData 100 searches/month; DataForSEO $1 in credits. Enough for a smoke test, not an evaluation. 3. **Pricing Models**: Most providers use tiered pricing that rewards volume. DataForSEO and Serper offer the most predictable pay-as-you-go models. ### Hidden Pricing Factors Beyond per-search costs, watch for these pricing nuances: **1. JavaScript Rendering Fees**: - Most modern Google SERPs require JS rendering - Some providers ([ScraperAPI](https://scrapfly.io/compare/scraperapi-alternative)) charge extra credits for JavaScript - Serper/SerpApi include JS rendering in base price **2. CAPTCHA Solving**: - HasData includes automatic CAPTCHA solving in all plans - Others may fail requests or charge extra for CAPTCHA retries **3. Historical Data Access**: - SerpApi charges premium for accessing past SERP results - DataForSEO historical data costs $2-$5 per 1,000 results **4. Overage Penalties**: - Credit-based systems (SerpApi, [ScraperAPI](https://scrapfly.io/compare/scraperapi-alternative)) can surprise you with overage charges - Pay-as-you-go systems (DataForSEO, Serper) are more predictable ### Choosing Based on Budget **Tight Budget** (<$100/month): - **Best**: Scrapfly's free 1,000 credits (no card, no expiry) into the $30 Discovery plan, or DataForSEO pay-as-you-go for very low volumes - **Alternative**: Build a DIY scraper if you have development time and accept the maintenance **Mid-Market** ($100-$1,000/month): - **Best**: Scrapfly Pro at $100 for ~490K SERP requests, and the same credits cover product pages, reviews, and any other source - **Alternative**: Serper or DataForSEO if search results are genuinely the only thing you will ever scrape **Enterprise** ($1,000+/month): - **Best**: Scrapfly custom contracts (MSA, DPA, BAA, HIPAA, dedicated pools) or Search API for SERP-only workloads with SLA requirements - **Alternative**: SerpApi when you need engines Scrapfly does not parse natively ## FAQ What is a SERP API?A SERP API allows developers to access search engine results programmatically, streamlining the process of data extraction for analysis and SEO optimization. SERP APIs scrape search engine results and return structured data one of such examples is [Scrapfly's web scraping API](https://scrapfly.io/web-scraping-api) Can I rely on third-party APIs for Google SERP data?Yes, while Google lacks an official API, several third-party and alternative APIs provide reliable access to search data for various needs. What are some Google SERP alternativesOther engines publish their own APIs, but they return their own index rather than Google's. DuckDuckGo's unofficial endpoint gives zero-click answers instead of result pages, Yandex is aimed at the Russian and CIS markets and requires approval, and Brave sells access to its own independent index. **Microsoft retired the Bing Search APIs on August 11, 2025.** If what you need is what Google actually shows, a third-party SERP API or a general scraping API that covers SERP is the realistic route. Are there free SERP APIs available?Yes, though most free tiers are smoke tests rather than evaluations. **Free tiers**: - **Scrapfly**: 1,000 credits on signup, no credit card and no expiry, roughly 490 Google SERP requests. Every product is usable on the free key. - **Serper**: 2,500 free searches/month - **SerpApi**: 250 searches/month - **DataForSEO**: $1 in free credits - **HasData**: 100 searches/month - **Google Custom Search API**: 100 queries/day, custom search indexes only **Unofficial free APIs**: DuckDuckGo's Instant Answer API is free but returns zero-click answers, not full SERP data. **The limitation that matters**: a few hundred to a few thousand searches runs out before you have tested your own target set, and free tiers often exclude commercial use. Budget for a paid trial against real targets before committing. **Where to start**: Scrapfly's free credits need no card and never expire, so you can prove out a full SERP integration, and the same key scrapes any other page your pipeline needs. Should I use a third-party SERP API or build my own scraper?**Use a third-party API if**: - You're scraping <1M searches/month (API cost is lower than development time) - You need structured data and don't want to maintain parsers (Google changes SERP layout frequently) - You lack in-house scraping expertise (proxies, anti-bot bypass, CAPTCHA solving) - You need reliability with SLAs for production applications **Build your own scraper if**: - You're scraping >1M searches/month AND have engineering resources (DIY becomes cost-effective at scale) - You need extreme customization that APIs don't support - You already have scraping infrastructure for other purposes - You have dedicated engineers to maintain scrapers when Google changes SERP structure **ROI reality**: Building a production-grade SERP scraper costs ~$11,500 in the first 6 months (development + proxies + maintenance). Even expensive APIs like SerpApi break even within 6-12 months when factoring in opportunity cost. For most teams, third-party APIs are the better choice. Only large-scale operations (1M+ searches/month) with in-house expertise should consider DIY. ## Summary Google does not offer an official SERP API, creating a choice between official search engine alternatives (DuckDuckGo, Brave, Yandex) and third-party SERP scraping services. **Official APIs** like Brave Search API ($3-$5/1K searches) and Yandex ($0.25-$4/1K) provide legitimate access to alternative search engines, but they return their own index, not Google's. They fit projects that don't specifically require Google data. Microsoft retired the Bing Search APIs on August 11, 2025. **Third-party SERP APIs** (SerpApi, Serper, DataForSEO, HasData, Search API) scrape Google and return structured data via API. While they violate Google's ToS, they operate under legal precedent (hiQ Labs v. LinkedIn) and handle compliance risk on behalf of customers. For most developers, an API beats DIY scraping on total cost once maintenance is priced in. Start with Scrapfly's free tier - 1,000 credits on signup, no credit card, no expiry, roughly 490 Google SERP requests - and prove the integration against your own queries. If your pipeline never grows past search results, a dedicated SERP vendor is a reasonable second choice; if it touches even one more source, one API that covers both is the cheaper architecture. [ Add as a preferred source ](https://google.com/preferences/source?q=scrapfly.io) Table of Contents Table of Contents- [Key Takeaways](#key-takeaways) - [Four Ways to Access SERP Data](#four-ways-to-access-serp-data) - [Best SERP APIs in 2026](#best-serp-apis-in-2026) - [Scrapfly](#scrapfly) - [Serper](#serper) - [DataForSEO](#dataforseo) - [HasData](#hasdata) - [Search API](#search-api) - [SerpApi](#serpapi) - [What is SERP?](#what-is-serp) - [Is There an Official Google SERP API?](#is-there-an-official-google-serp-api) - [Why Isn't there an Official API for Google SERP?](#why-isn-t-there-an-official-api-for-google-serp) - [Official Search Engine APIs](#official-search-engine-apis) - [Bing Search API (Retired)](#bing-search-api-retired) - [DuckDuckGo API](#duckduckgo-api) - [Yandex Search API](#yandex-search-api) - [Brave Search API](#brave-search-api) - [Comparison of Official Search Engine APIs](#comparison-of-official-search-engine-apis) - [Web Scraping Google SERPs using Python](#web-scraping-google-serps-using-python) - [Calculate Your True Cost](#calculate-your-true-cost) - [FAQ](#faq) - [Summary](#summary) Join the Newsletter Get monthly web scraping insights Scale Your Web Scraping Anti-bot bypass, browser rendering, and rotating proxies, all in one API. Start with 1,000 free credits. No credit card required 1,000 free API credits Anti-bot bypass included [Start Free](https://scrapfly.io/register) [View Docs](https://scrapfly.io/docs/onboarding) Not ready? Get our newsletter instead. ## Related Articles [ python scrapeguide ### How to Scrape Google Search Results in 2026 In this scrape guide we'll be taking a look at how to scrape Google Search - the biggest index of public web. We'll cov... ](https://scrapfly.io/blog/posts/how-to-scrape-google) [ api ### Guide to Google Jobs API and Alternatives Explore Google Jobs API alternatives like structured data, web scraping, and third-party job APIs to integrate job listi... ](https://scrapfly.io/blog/posts/guide-to-google-jobs-api-and-alternatives) [ ai ### Top LangChain Alternatives in 2026: Which One Should You Choose? Explore the best LangChain alternatives in 2026 for building powerful AI applications. Compare features, performance, an... ](https://scrapfly.io/blog/posts/top-langchain-alternatives) ## Related Questions - [ Q How to Copy as cURL With Brave? ](https://scrapfly.io/blog/answers/how-to-copy-as-curl-with-brave) - [ Q How to check if element exists in Playwright? ](https://scrapfly.io/blog/answers/how-to-check-for-element-in-playwright) - [ Q How to find elements by CSS selectors in Playwright? ](https://scrapfly.io/blog/answers/how-to-find-elements-by-css-selectors-in-playwright) Scale your web scraping effortlessly, **1,000 free credits** [Start Free](https://scrapfly.io/register)