{"id":41835,"date":"2026-11-03T01:02:25","date_gmt":"2026-11-03T01:02:25","guid":{"rendered":"https:\/\/nodemaven.com\/?p=41835"},"modified":"2026-11-03T01:02:25","modified_gmt":"2026-11-03T01:02:25","slug":"best-google-search-scrapers","status":"publish","type":"post","link":"https:\/\/nodemaven.com\/zh\/blog\/best-google-search-scrapers\/","title":{"rendered":"12 Best Google Search Scrapers and SERP APIs (2026)"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Scraping Google got harder and more expensive over the past two years. Google now needs JavaScript to show results. It dropped the num=100 parameter, so one keyword can now cost up to 10 requests. AI Overviews sit on top of many results pages, and older scrapers miss them completely.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">So the best Google search scraper in 2026 is not the one with the longest feature list. It is the one that returns correct data at a cost you can predict.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We compared 12 Google search scrapers and SERP APIs. The list covers an open-source scraper you run yourself, hosted APIs and no-code tools. For each one you get pricing, the real cost per 1,000 searches, strengths, weak spots and who it fits best.<\/p>\n\n\n\n<h2 id=\"h-quick-answer\" class=\"wp-block-heading\">\u5feb\u901f\u89e3\u7b54<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Best overall and best open source:<\/strong> <a href=\"https:\/\/nodemaven.com\/zh\/tools\/google-search-scraper\/\">NodeMaven Google Search Scraper<\/a>. Free code, real Chrome, about $1 per 1,000 result pages in proxy traffic.<\/li>\n\n\n\n<li><strong>Best hosted API for coverage:<\/strong> SerpApi<\/li>\n\n\n\n<li><strong>Best budget real-time API:<\/strong> Serper<\/li>\n\n\n\n<li><strong>Cheapest per page for bulk SEO data:<\/strong> DataForSEO<\/li>\n\n\n\n<li><strong>Best for enterprise scale:<\/strong> Bright Data and Oxylabs<\/li>\n\n\n\n<li><strong>Best no-code platform:<\/strong> Apify<\/li>\n\n\n\n<li><strong>Best for Google Maps plus search:<\/strong> Outscraper<\/li>\n<\/ul>\n\n\n\n<h2 id=\"h-best-google-search-scrapers-compared\" class=\"wp-block-heading\">Best Google search scrapers compared<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Here is the short version.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u5de5\u5177<\/strong><\/td><td><strong>\u7c7b\u578b<\/strong><\/td><td><strong>\u8d77\u59cb\u4ef7\u683c<\/strong><\/td><td><strong>Cost per 1,000 pages<\/strong><\/td><td><strong>AI Overview<\/strong><\/td><td><strong>\u514d\u8d39\u65b9\u6848<\/strong><\/td><td><strong>\u6700\u9002\u5408<\/strong><\/td><\/tr><tr><td>NodeMaven Google Search Scraper<\/td><td>Open source, self-hosted<\/td><td>Free code, proxies from $2.20\/GB<\/td><td>About $1<\/td><td>Yes (English pages)<\/td><td>Free software, $3.50 proxy trial<\/td><td>Developers, AI agents, cost control<\/td><\/tr><tr><td>SerpApi<\/td><td>Hosted API<\/td><td>$25\/month<\/td><td>$25 to $3.75<\/td><td>\u662f<\/td><td>250 searches\/month<\/td><td>Widest SERP coverage<\/td><\/tr><tr><td>Serper<\/td><td>Hosted API<\/td><td>$50 credit pack<\/td><td>$1 to $0.30<\/td><td>Not specified<\/td><td>2,500 queries once<\/td><td>Fast, cheap real-time queries<\/td><\/tr><tr><td>DataForSEO<\/td><td>Hosted API<\/td><td>$50 deposit<\/td><td>$0.60 to $2<\/td><td>Yes, paid add-on<\/td><td>$1 credit<\/td><td>Bulk SEO data<\/td><\/tr><tr><td>Bright Data<\/td><td>Hosted API<\/td><td>\u6309\u9700\u4ed8\u8d39<\/td><td>$1.50 to $1.30<\/td><td>\u662f<\/td><td>5,000 requests\/month<\/td><td>\u4f01\u4e1a\u7ea7\u89c4\u6a21<\/td><\/tr><tr><td>Oxylabs<\/td><td>Hosted API<\/td><td>$49\/month<\/td><td>$1 to $0.50<\/td><td>\u662f<\/td><td>Free trial<\/td><td>Enterprise geo targeting<\/td><\/tr><tr><td>Decodo<\/td><td>Hosted API<\/td><td>Under $30\/month<\/td><td>Varies by plan<\/td><td>\u662f<\/td><td>\u8bd5\u7528<\/td><td>Templates on a budget<\/td><\/tr><tr><td>ScraperAPI<\/td><td>Hosted API<\/td><td>$49\/month<\/td><td>About $12 to $2.50<\/td><td>Not specified<\/td><td>Trial credits<\/td><td>Teams already on ScraperAPI<\/td><\/tr><tr><td>Apify<\/td><td>\u65e0\u4ee3\u7801\u5e73\u53f0<\/td><td>Free plan<\/td><td>From $1.80<\/td><td>\u662f<\/td><td>$5 credit\/month<\/td><td>No-code with integrations<\/td><\/tr><tr><td>Outscraper<\/td><td>No-code<\/td><td>\u6309\u9700\u4ed8\u8d39<\/td><td>$5 to $3<\/td><td>Not specified<\/td><td>Small free tier<\/td><td>Google Maps plus search<\/td><\/tr><tr><td>Lobstr.io<\/td><td>No-code<\/td><td>$20\/month<\/td><td>Credit based<\/td><td>Not specified<\/td><td>100 credits\/month<\/td><td>Simple scheduled jobs<\/td><\/tr><tr><td>Octoparse<\/td><td>Visual desktop and cloud<\/td><td>$69\/month (annual)<\/td><td>Plan based<\/td><td>Yes, separate template<\/td><td>Free plan, local runs<\/td><td>Point-and-click scraping<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 id=\"h-what-changed-in-google-scraping-in-2026\" class=\"wp-block-heading\">What changed in Google scraping in 2026<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">If you read an older list of the best Google search scrapers, most of its advice no longer holds. Four changes reshaped the market. They also explain the best ways to scrape Google search results in 2026.<\/p>\n\n\n\n<h3 id=\"h-google-search-now-needs-javascript\" class=\"wp-block-heading\">Google search now needs JavaScript<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">On January 15, 2025, Google started requiring JavaScript to show search results. Google said the change helps protect its services from bots and spam. Simple HTTP scrapers broke overnight. Many rank trackers had lags and outages for days.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Today a scraper needs a real browser, or it needs cookies from a browser that already passed Google&#8217;s checks. Plain requests with a random user agent fail fast.<\/p>\n\n\n\n<h3 id=\"h-google-removed-num-100\" class=\"wp-block-heading\">Google removed num=100<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">In September 2025, Google stopped honoring the num=100 parameter. Before, one request could return 100 results. Now each request returns about 10. Tracking the top 100 for one keyword takes 10 requests instead of one.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is why cost per page matters more than cost per plan. A tool that looks cheap per request can turn expensive once you multiply by 10.<\/p>\n\n\n\n<h3 id=\"h-ai-overviews-are-part-of-the-serp\" class=\"wp-block-heading\">AI Overviews are part of the SERP<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AI Overviews now appear above organic results for many queries. They load asynchronously, so a scraper has to render the page to catch them. If you track brand visibility or SEO performance, a scraper that ignores AI Overviews gives you half the picture.<\/p>\n\n\n\n<h3 id=\"h-google-sued-a-serp-api-provider\" class=\"wp-block-heading\">Google sued a SERP API provider<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">In December 2025, Google sued SerpApi over scraping its results. In July 2026, a federal judge dismissed the claims about plain search results. Google filed an amended complaint in August 2026. We cover what this means in the legal section below.<\/p>\n\n\n\n<h2 id=\"h-how-we-compared-these-google-search-scrapers\" class=\"wp-block-heading\">How we compared these Google search scrapers<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">We scored every tool on six criteria:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Cost per 1,000 result pages.<\/strong> Not the plan price. The price for the data you actually get after num=100.<\/li>\n\n\n\n<li><strong>SERP feature coverage.<\/strong> Organic results, ads, People Also Ask, related searches, AI Overviews and local results.<\/li>\n\n\n\n<li><strong>Block handling.<\/strong> What happens when Google answers with a CAPTCHA, a refusal or results for the wrong query.<\/li>\n\n\n\n<li><strong>Ease of setup.<\/strong> Time from sign-up to the first clean result.<\/li>\n\n\n\n<li><strong>Output and integrations.<\/strong> JSON, CSV, APIs, schedules and support for AI agents.<\/li>\n\n\n\n<li><strong>Pricing transparency.<\/strong> Whether you can predict the bill before you run the job.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">For NodeMaven Google Search Scraper we also used our own test data. That includes our <a href=\"https:\/\/nodemaven.com\/zh\/blog\/best-time-to-scrape-google\/\">study of about 5,000 Google searches<\/a> and the public <a href=\"https:\/\/github.com\/nodemaven\/proxy-benchmark\">proxy-benchmark<\/a> \u4ed3\u5e93\u3002<\/p>\n\n\n\n<h2 id=\"h-types-of-google-search-scrapers\" class=\"wp-block-heading\">Types of Google search scrapers<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Before you pick a tool, pick a type. Each one trades cost against control and effort.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><\/td><td><strong>Self-hosted scraper<\/strong><\/td><td><strong>Hosted SERP API<\/strong><\/td><td><strong>No-code tool<\/strong><\/td><\/tr><tr><td>Coding needed<\/td><td>Basic Python or command line<\/td><td>API calls in any language<\/td><td>\u65e0<\/td><\/tr><tr><td>Cost at scale<\/td><td>Lowest, you pay for proxy traffic<\/td><td>Low to high, per request<\/td><td>\u4e2d\u5230\u9ad8<\/td><\/tr><tr><td>Control<\/td><td>Full. Your code, your data, your proxies<\/td><td>Limited to the API options<\/td><td>Limited to the tool settings<\/td><\/tr><tr><td>Maintenance<\/td><td>You update the tool<\/td><td>Vendor handles it<\/td><td>Vendor handles it<\/td><\/tr><tr><td>\u6700\u9002\u5408<\/td><td>Developers, AI agents, steady volume<\/td><td>Products that need an SLA<\/td><td>Marketers and one-off research<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 id=\"h-the-12-best-google-search-scrapers-in-2026\" class=\"wp-block-heading\">The 12 best Google search scrapers in 2026<\/h2>\n\n\n\n<h3 id=\"h-1-nbsp-nbsp-nbsp-nbsp-nodemaven-google-search-scraper-best-overall-and-best-open-source\" class=\"wp-block-heading\">1.&nbsp;&nbsp;&nbsp;&nbsp; NodeMaven Google Search Scraper: best overall and best open source<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/nodemaven.com\/zh\/tools\/google-search-scraper\/\">NodeMaven Google Search Scraper<\/a> is a completely free, open-source Google search scraper for Python. It runs a real Chrome browser through residential proxies and returns structured SERP data as JSON. The code is MIT licensed.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"442\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs3-1024x442.png\" alt=\"\" class=\"wp-image-41836\" srcset=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs3-1024x442.png 1024w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs3-300x129.png 300w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs3-767x331.png 767w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs3-18x8.png 18w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs3-1536x663.png 1536w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs3.png 1893w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u7c7b\u578b\uff1a<\/strong> Open source, self-hosted<\/li>\n\n\n\n<li><strong>\u4ef7\u683c\uff1a<\/strong> Free code, proxies from $2.20\/GB<\/li>\n\n\n\n<li><strong>Cost per 1,000 pages:<\/strong> About $1<\/li>\n\n\n\n<li><strong>Runs as:<\/strong> CLI, Python, HTTP API, MCP, Docker<\/li>\n<\/ul>\n\n\n\n<h4 id=\"h-what-it-returns\" class=\"wp-block-heading\">What it returns<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">You get <strong>one JSON record per results page<\/strong>. The field names match the ones common to SERP APIs, so switching from a paid API usually takes minimal mapping.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"700\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs1-1024x700.png\" alt=\"\" class=\"wp-image-41837\" srcset=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs1-1024x700.png 1024w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs1-300x205.png 300w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs1-18x12.png 18w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs1-767x524.png 767w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs1.png 1257w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Organic results, ads, People Also Ask, related searches and pagination<\/li>\n\n\n\n<li>The AI Overview text on English results pages<\/li>\n\n\n\n<li>Map pack places on local queries, with rating, reviews, address, phone and opening hours<\/li>\n\n\n\n<li>A page_verdict label for every page, plus timings per step<\/li>\n\n\n\n<li>Which proxy IP served the page and how many bytes it cost<\/li>\n<\/ul>\n\n\n\n<h4 id=\"h-honest-failures-not-fake-empty-results\" class=\"wp-block-heading\">Honest failures, not fake empty results<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">NodeMaven Google Search Scraper classifies every page before it parses it. CAPTCHAs and blocks come back labeled. Pages with results for another query are caught, and the proxy IP serving them is dropped within a few pages. The check runs on the page already downloaded, so <strong>it costs no extra traffic<\/strong>.<\/p>\n\n\n\n<h4 id=\"h-real-cost\" class=\"wp-block-heading\">\u5b9e\u9645\u6210\u672c<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Each search uses about 0.4 MB of traffic on a warm proxy IP. On long runs the average is about 0.45 GB per 1,000 searches. At NodeMaven&#8217;s residential rate from $2.20\/GB, that is <strong>about $1 per 1,000 result pages<\/strong>. Add &#8211;price-per-gb and every run summary prints your exact cost per 1,000 pages.<\/p>\n\n\n\n<h4 id=\"h-pros\" class=\"wp-block-heading\">\u4f18\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Free and open source, no per-search fees<\/li>\n\n\n\n<li>About $1 per 1,000 result pages in proxy traffic<\/li>\n\n\n\n<li>Catches CAPTCHAs, blocks and wrong-query results<\/li>\n\n\n\n<li>AI Overview and map places included<\/li>\n\n\n\n<li>CLI, Python, HTTP API, MCP and Docker<\/li>\n\n\n\n<li>Works with any sticky residential proxy<\/li>\n<\/ul>\n\n\n\n<h4 id=\"h-cons\" class=\"wp-block-heading\">\u7f3a\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Needs Python or the command line, not no-code<\/li>\n\n\n\n<li>First query takes a few minutes while the proxy IP warms up<\/li>\n\n\n\n<li>AI Overview parsed on English pages only<\/li>\n\n\n\n<li>Knowledge panels, shopping and images are not parsed<\/li>\n\n\n\n<li>You run and update it yourself<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6700\u9002\u5408\uff1a<\/strong> developers, SEO teams with steady volume and AI agent builders who want full control over cost and data.<\/p>\n\n\n<div\n\t\t\t\n\t\t\tclass=\"so-widget-rhinocore-addons-rhino-alert-banner so-widget-rhinocore-addons-rhino-alert-banner-default-d75171398898\"\n\t\t\t\n\t\t><div class=\"rhino-widget rhino-widget--rhinocore-addons-rhino-alert-banner section-alert\" data-nm-label=\"banner\"    style=\"--alert-background-color: #E6E6FF\"\n>\n            <div class=\"section-alert__icon\">\n            <img decoding=\"async\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/02\/icon-4.svg\" alt=\"\" loading=\"lazy\" width=\"64\" height=\"64\">        <\/div>\n    \n            <div class=\"section-alert__main\">\n            \n                            <div class=\"section-alert__description\"><p><strong>Run your first Google scrape with NodeMaven<br \/><\/strong>Get premium proxies for $3.50 with 750 MB of bandwidth<strong><br \/><\/strong><\/p>\n<\/div>\n                    <\/div>\n    \n            <a\n            class=\"section-alert__button b-btn b-btn--static-xl b-btn--secondary-black\"\n            href=\"https:\/\/dashboard.nodemaven.com\/checkout\/pag\/trial\"\n            >\n            \u7acb\u5373\u8bd5\u7528        <\/a>\n    <\/div>\n<\/div>\n\n\n<h3 id=\"h-2-nbsp-nbsp-nbsp-nbsp-serpapi-best-hosted-api-for-coverage\" class=\"wp-block-heading\">2.&nbsp;&nbsp;&nbsp;&nbsp; SerpApi: best hosted API for coverage<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">SerpApi is the best-known hosted Google search scraper API. You send a query and get parsed JSON back. It covers a very wide range of Google result types and many other search engines. Its documentation and playground are among the best in the market.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"443\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs2-1024x443.png\" alt=\"\" class=\"wp-image-41838\" srcset=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs2-1024x443.png 1024w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs2-300x130.png 300w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs2-766x331.png 766w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs2-18x8.png 18w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs2-1536x664.png 1536w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs2.png 1890w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Free plan:<\/strong> 250 searches\/month<\/li>\n\n\n\n<li><strong>Entry plan:<\/strong> $25 for 1,000 searches<\/li>\n\n\n\n<li><strong>Volume:<\/strong> $275 for 30,000 searches<\/li>\n\n\n\n<li><strong>Billing:<\/strong> Failed and cached searches free<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The catch is price at low volume. The Starter plan works out to $25 per 1,000 searches. Larger plans drop to about $9 per 1,000, and the biggest go below $4. SerpApi is also the defendant in Google&#8217;s scraping lawsuit, which some legal teams will want to review.<\/p>\n\n\n\n<h4 id=\"h-pros-0\" class=\"wp-block-heading\">\u4f18\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Very wide SERP feature coverage<\/li>\n\n\n\n<li>Excellent docs and playground<\/li>\n\n\n\n<li>No charge for failed searches<\/li>\n<\/ul>\n\n\n\n<h4 id=\"h-cons-0\" class=\"wp-block-heading\">\u7f3a\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Expensive per search on small plans<\/li>\n\n\n\n<li>Monthly plans, unused searches do not roll over<\/li>\n\n\n\n<li>Named in an ongoing Google lawsuit<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6700\u9002\u5408\uff1a<\/strong> products that need many Google result types from one reliable API.<\/p>\n\n\n\n<h3 id=\"h-3-nbsp-nbsp-nbsp-nbsp-serper-best-budget-real-time-api\" class=\"wp-block-heading\">3.&nbsp;&nbsp;&nbsp;&nbsp; Serper: best budget real-time API<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Serper is a lean Google search API focused on speed and low price. It returns results in about 1 to 2 seconds and sells prepaid credit packs instead of monthly plans. New accounts get 2,500 free queries.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"441\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs4-1024x441.png\" alt=\"\" class=\"wp-image-41839\" srcset=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs4-1024x441.png 1024w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs4-300x129.png 300w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs4-767x330.png 767w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs4-18x8.png 18w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs4-1536x661.png 1536w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs4.png 1899w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Free:<\/strong> 2,500 queries once<\/li>\n\n\n\n<li><strong>Entry:<\/strong> $50 for 50,000 credits<\/li>\n\n\n\n<li><strong>Volume:<\/strong> About $0.30 per 1,000<\/li>\n\n\n\n<li><strong>Credits expire:<\/strong> After 6 months<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">At $1 per 1,000 on the first pack, Serper is one of the cheapest real-time options. The trade-off is depth. It returns fewer result types than SerpApi, and credits expire after six months.<\/p>\n\n\n\n<h4 id=\"h-pros-1\" class=\"wp-block-heading\">\u4f18\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Fast responses<\/li>\n\n\n\n<li>Low price per query<\/li>\n\n\n\n<li>Generous free credits<\/li>\n<\/ul>\n\n\n\n<h4 id=\"h-cons-1\" class=\"wp-block-heading\">\u7f3a\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Less SERP detail than SerpApi<\/li>\n\n\n\n<li>Credits expire after six months<\/li>\n\n\n\n<li>No official SDK<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6700\u9002\u5408\uff1a<\/strong> apps and AI tools that need quick, cheap Google results.<\/p>\n\n\n\n<h3 id=\"h-4-nbsp-nbsp-nbsp-nbsp-dataforseo-cheapest-per-page-for-bulk-seo-data\" class=\"wp-block-heading\">4.&nbsp;&nbsp;&nbsp;&nbsp; DataForSEO: cheapest per page for bulk SEO data<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">DataForSEO is a pay-as-you-go data provider built for SEO tools. Its SERP API has three speeds. Standard queue costs $0.60 per 1,000 pages, Priority costs $1.20 and Live costs $2.00. Each page holds up to 10 results, and deeper pages are billed per extra 10.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"441\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs5-1024x441.png\" alt=\"\" class=\"wp-image-41840\" srcset=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs5-1024x441.png 1024w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs5-300x129.png 300w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs5-766x330.png 766w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs5-18x8.png 18w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs5-1536x662.png 1536w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs5.png 1887w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Free:<\/strong> $1 credit on signup<\/li>\n\n\n\n<li><strong>Minimum:<\/strong> $50 deposit<\/li>\n\n\n\n<li><strong>Standard:<\/strong> $0.60 per 1,000 pages<\/li>\n\n\n\n<li><strong>AI Overview:<\/strong> Extra base price per page<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">If you can wait for queued results, nothing on this list is cheaper per page. Real-time Live mode costs more than Serper. AI Overviews need a separate parameter that doubles the price of that page.<\/p>\n\n\n\n<h4 id=\"h-pros-2\" class=\"wp-block-heading\">\u4f18\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Lowest price per page in Standard mode<\/li>\n\n\n\n<li>Refunds when Google returns fewer results<\/li>\n\n\n\n<li>Huge range of SEO APIs beyond SERP<\/li>\n<\/ul>\n\n\n\n<h4 id=\"h-cons-2\" class=\"wp-block-heading\">\u7f3a\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Cheapest mode is not real-time<\/li>\n\n\n\n<li>AI Overview costs extra<\/li>\n\n\n\n<li>Dense documentation<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6700\u9002\u5408\uff1a<\/strong> SEO platforms and agencies pulling large keyword sets on a schedule.<\/p>\n\n\n\n<h3 id=\"h-5-nbsp-nbsp-nbsp-nbsp-bright-data-serp-api-best-for-enterprise-scale\" class=\"wp-block-heading\">5.&nbsp;&nbsp;&nbsp;&nbsp; Bright Data SERP API: best for enterprise scale<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Bright Data runs one of the largest proxy networks and offers a SERP API on top of it. You pay only for successful requests. Pay as you go costs $1.50 per 1,000 requests. The Scale plan costs $499 a month and lowers extra requests to $1.30 per 1,000.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"438\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs6-1024x438.png\" alt=\"\" class=\"wp-image-41841\" srcset=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs6-1024x438.png 1024w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs6-300x128.png 300w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs6-767x328.png 767w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs6-18x8.png 18w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs6-1536x657.png 1536w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs6.png 1896w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Free:<\/strong> 5,000 requests\/month<\/li>\n\n\n\n<li><strong>Pay as you go:<\/strong> $1.50 per 1,000<\/li>\n\n\n\n<li><strong>Scale plan:<\/strong> $499\/month<\/li>\n\n\n\n<li><strong>Billing:<\/strong> Successful requests only<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Bright Data shines when volume is large and compliance reviews are strict. For a small project the dashboard and product range can feel heavy.<\/p>\n\n\n\n<h4 id=\"h-pros-3\" class=\"wp-block-heading\">\u4f18\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Pay only for success<\/li>\n\n\n\n<li>Huge proxy network behind it<\/li>\n\n\n\n<li>No monthly minimum on pay-as-you-go<\/li>\n<\/ul>\n\n\n\n<h4 id=\"h-cons-3\" class=\"wp-block-heading\">\u7f3a\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Complex dashboard for beginners<\/li>\n\n\n\n<li>Free requests shared across products<\/li>\n\n\n\n<li>Pricier than Serper or DataForSEO at small scale<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6700\u9002\u5408\uff1a<\/strong> enterprises that need volume, success-based billing and a large vendor.<\/p>\n\n\n\n<h3 id=\"h-6-nbsp-nbsp-nbsp-nbsp-oxylabs-best-for-enterprise-geo-targeting\" class=\"wp-block-heading\">6.&nbsp;&nbsp;&nbsp;&nbsp; Oxylabs: best for enterprise geo targeting<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Oxylabs moved its SERP scraping into its Web Scraper API. Google results are billed on that shared rate card. The Micro plan costs $49 a month at about $1.00 per 1,000 Google results without JavaScript rendering. Higher tiers drop to about $0.50 to $0.80.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"430\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs7-1024x430.png\" alt=\"\" class=\"wp-image-41842\" srcset=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs7-1024x430.png 1024w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs7-300x126.png 300w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs7-766x322.png 766w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs7-18x8.png 18w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs7-1536x645.png 1536w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs7.png 1887w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Free:<\/strong> Trial with capped results<\/li>\n\n\n\n<li><strong>Entry:<\/strong> $49\/month<\/li>\n\n\n\n<li><strong>Per 1,000:<\/strong> $1.00 to $0.50<\/li>\n\n\n\n<li><strong>Pay as you go:<\/strong> \u5426<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Oxylabs offers precise location targeting and strong enterprise support. There is no pay-as-you-go option, and JavaScript rendering costs more per result.<\/p>\n\n\n\n<h4 id=\"h-pros-4\" class=\"wp-block-heading\">\u4f18\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7cbe\u51c6\u5730\u7406\u5b9a\u4f4d<\/li>\n\n\n\n<li>\u5f3a\u5927\u7684\u4f01\u4e1a\u7ea7\u652f\u6301<\/li>\n\n\n\n<li>Price drops well at volume<\/li>\n<\/ul>\n\n\n\n<h4 id=\"h-cons-4\" class=\"wp-block-heading\">\u7f3a\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Monthly plan required<\/li>\n\n\n\n<li>Rendering costs extra<\/li>\n\n\n\n<li>Overkill for small projects<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6700\u9002\u5408\uff1a<\/strong> large teams tracking rankings across many cities and countries.<\/p>\n\n\n\n<h3 id=\"h-7-nbsp-nbsp-nbsp-nbsp-decodo-best-value-scraping-api-with-templates\" class=\"wp-block-heading\">7.&nbsp;&nbsp;&nbsp;&nbsp; Decodo: best value scraping API with templates<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Decodo offers a web scraping API with ready templates for Google and Bing. Geo targeting covers 195+ locations down to city and ZIP level. Entry plans cost less than $30 a month, and the price per request depends on the proxy pool and JavaScript rendering.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"442\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs8-1024x442.png\" alt=\"\" class=\"wp-image-41843\" srcset=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs8-1024x442.png 1024w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs8-300x130.png 300w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs8-766x331.png 766w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs8-18x8.png 18w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs8-1536x664.png 1536w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs8.png 1891w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Free:<\/strong> Trial available<\/li>\n\n\n\n<li><strong>Entry:<\/strong> Under $30\/month<\/li>\n\n\n\n<li><strong>Locations:<\/strong> 195+<\/li>\n\n\n\n<li><strong>Templates:<\/strong> Google, Bing and more<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Decodo is easy to start with and fair on price. Its pricing has several request types, so check which one Google searches use before you estimate cost.<\/p>\n\n\n\n<h4 id=\"h-pros-5\" class=\"wp-block-heading\">\u4f18\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Simple setup with templates<\/li>\n\n\n\n<li>Fine-grained geo targeting<\/li>\n\n\n\n<li>24\/7 \u5168\u5929\u5019\u652f\u6301<\/li>\n<\/ul>\n\n\n\n<h4 id=\"h-cons-5\" class=\"wp-block-heading\">\u7f3a\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Several request tiers make cost harder to predict<\/li>\n\n\n\n<li>Less SERP depth than SerpApi<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6700\u9002\u5408\uff1a<\/strong> small and mid-size teams that want a SERP template without a big contract<\/p>\n\n\n\n<h3 id=\"h-8-nbsp-nbsp-nbsp-nbsp-scraperapi-best-if-you-already-use-it\" class=\"wp-block-heading\">8.&nbsp;&nbsp;&nbsp;&nbsp; ScraperAPI: best if you already use it<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">ScraperAPI is a general scraping API with a structured Google search endpoint that returns JSON. It bills in credits. A Google search costs 25 credits, so the $49 Hobby plan with 100,000 credits covers about 4,000 searches. That is about $12 per 1,000 searches. On the $299 Business plan it drops to about $2.50.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"403\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs9-1024x403.png\" alt=\"\" class=\"wp-image-41844\" srcset=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs9-1024x403.png 1024w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs9-300x118.png 300w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs9-768x302.png 768w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs9-1536x604.png 1536w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs9-18x7.png 18w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs9.png 1894w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8bd5\u7528\uff1a<\/strong> Free trial credits<\/li>\n\n\n\n<li><strong>Entry:<\/strong> $49\/month<\/li>\n\n\n\n<li><strong>Google search:<\/strong> 25 credits each<\/li>\n\n\n\n<li><strong>\u8f93\u51fa\uff1a<\/strong> Structured JSON<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">It makes sense if your team already scrapes other sites with ScraperAPI. As a dedicated Google tool, it is one of the more expensive options here.<\/p>\n\n\n\n<h4 id=\"h-pros-6\" class=\"wp-block-heading\">\u4f18\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>One API for Google and other sites<\/li>\n\n\n\n<li>Clear documentation<\/li>\n\n\n\n<li>Structured Google JSON<\/li>\n<\/ul>\n\n\n\n<h4 id=\"h-cons-6\" class=\"wp-block-heading\">\u7f3a\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>High credit cost per Google search<\/li>\n\n\n\n<li>Expensive on small plans<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6700\u9002\u5408\uff1a<\/strong> teams already using ScraperAPI for other targets.<\/p>\n\n\n\n<h3 id=\"h-9-nbsp-nbsp-nbsp-nbsp-apify-best-no-code-platform\" class=\"wp-block-heading\">9.&nbsp;&nbsp;&nbsp;&nbsp; Apify: best no-code platform<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Apify is a cloud platform with thousands of ready scrapers called Actors. Its Google Search Results Scraper starts at $1.80 per 1,000 result pages. It captures organic results, ads, People Also Ask, AI Overviews and Google AI Mode. You run it from a web form, so no code is needed.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"438\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs10-1024x438.png\" alt=\"\" class=\"wp-image-41845\" srcset=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs10-1024x438.png 1024w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs10-300x128.png 300w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs10-766x328.png 766w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs10-18x8.png 18w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs10-1536x657.png 1536w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs10.png 1888w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Free:<\/strong> $5 credit\/month<\/li>\n\n\n\n<li><strong>\u4ef7\u683c\uff1a<\/strong> From $1.80 per 1,000 pages<\/li>\n\n\n\n<li><strong>Exports:<\/strong> JSON, CSV, Excel, HTML<\/li>\n\n\n\n<li><strong>Extras:<\/strong> Schedules, integrations, API<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Apify is the most complete no-code option. Add-ons like extra AI engines and lead enrichment carry their own fees, so watch the final price per run.<\/p>\n\n\n\n<h4 id=\"h-pros-7\" class=\"wp-block-heading\">\u4f18\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>No code needed<\/li>\n\n\n\n<li>AI Overview and AI Mode support<\/li>\n\n\n\n<li>Schedules and many integrations<\/li>\n<\/ul>\n\n\n\n<h4 id=\"h-cons-7\" class=\"wp-block-heading\">\u7f3a\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Add-ons raise the price<\/li>\n\n\n\n<li>Busy interface for first-time users<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6700\u9002\u5408\uff1a<\/strong> marketers and analysts who want results in a spreadsheet without writing code.<\/p>\n\n\n\n<h3 id=\"h-10-outscraper-best-for-google-maps-plus-search\" class=\"wp-block-heading\">10.Outscraper: best for Google Maps plus search<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Outscraper is best known for Google Maps data, but it also has a Google Search scraper. It uses tiered pay-as-you-go pricing. After a small free allowance, search costs $5 per 1,000 and drops to $3 per 1,000 after 100,000 searches. Maps data starts with 500 free businesses a month.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"438\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs11-1024x438.png\" alt=\"\" class=\"wp-image-41846\" srcset=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs11-1024x438.png 1024w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs11-300x128.png 300w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs11-768x328.png 768w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs11-18x8.png 18w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs11-1536x656.png 1536w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs11.png 1891w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Free:<\/strong> Small monthly allowance<\/li>\n\n\n\n<li><strong>Search:<\/strong> $5 to $3 per 1,000<\/li>\n\n\n\n<li><strong>Maps:<\/strong> 500 free, then $3 per 1,000<\/li>\n\n\n\n<li><strong>Access:<\/strong> Web app and API<\/li>\n<\/ul>\n\n\n\n<h4 id=\"h-pros-8\" class=\"wp-block-heading\">\u4f18\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Strong Google Maps data<\/li>\n\n\n\n<li>No monthly plan needed<\/li>\n\n\n\n<li>Simple web app<\/li>\n<\/ul>\n\n\n\n<h4 id=\"h-cons-8\" class=\"wp-block-heading\">\u7f3a\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Search is pricier than most APIs<\/li>\n\n\n\n<li>Fewer SERP features than dedicated SERP APIs<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6700\u9002\u5408\uff1a<\/strong> local SEO and lead generation teams that need Maps and search together.<\/p>\n\n\n\n<h3 id=\"h-11-lobstr-io-best-simple-cloud-scraper\" class=\"wp-block-heading\">11.Lobstr.io: best simple cloud scraper<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Lobstr.io is a no-code cloud scraping platform with a Google search scraper. You paste keywords, set a schedule and download results. The free plan gives 100 credits a month with limited exports. Paid plans start at $20 a month for 10,000 credits.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"440\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs12-1024x440.png\" alt=\"\" class=\"wp-image-41847\" srcset=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs12-1024x440.png 1024w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs12-300x129.png 300w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs12-768x330.png 768w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs12-1536x660.png 1536w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs12-18x8.png 18w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs12.png 1891w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Free:<\/strong> 100 credits\/month<\/li>\n\n\n\n<li><strong>Entry:<\/strong> $20\/month<\/li>\n\n\n\n<li><strong>Model:<\/strong> Credits per result<\/li>\n\n\n\n<li><strong>Extras:<\/strong> Scheduling, API<\/li>\n<\/ul>\n\n\n\n<h4 id=\"h-pros-9\" class=\"wp-block-heading\">\u4f18\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Very simple interface<\/li>\n\n\n\n<li>Cloud runs and scheduling<\/li>\n\n\n\n<li>Low entry price<\/li>\n<\/ul>\n\n\n\n<h4 id=\"h-cons-9\" class=\"wp-block-heading\">\u7f3a\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Free plan exports are tightly capped<\/li>\n\n\n\n<li>Less SERP depth than API tools<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6700\u9002\u5408\uff1a<\/strong> non-technical users who want recurring Google results with minimal setup.<\/p>\n\n\n\n<h3 id=\"h-12-octoparse-best-visual-scraper\" class=\"wp-block-heading\">12.Octoparse: best visual scraper<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Octoparse is a point-and-click scraper with a desktop app and cloud runs. It has templates for Google search. The free plan allows 10 tasks on your own computer. Cloud runs, schedules and API access start with the Standard plan from $69 a month billed yearly.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"439\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs13-1024x439.png\" alt=\"\" class=\"wp-image-41848\" srcset=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs13-1024x439.png 1024w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs13-300x129.png 300w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs13-768x329.png 768w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs13-18x8.png 18w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs13-1536x658.png 1536w, https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/11\/gs13.png 1893w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Free:<\/strong> 10 tasks, local runs<\/li>\n\n\n\n<li><strong>Standard:<\/strong> From $69\/month (annual)<\/li>\n\n\n\n<li><strong>Professional:<\/strong> $249\/month (annual)<\/li>\n\n\n\n<li><strong>Add-ons:<\/strong> Proxies, CAPTCHA solving<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Octoparse works for many websites, not only Google. For Google at volume, the add-on costs for proxies and CAPTCHA solving make it pricier than dedicated tools.<\/p>\n\n\n\n<h4 id=\"h-pros-10\" class=\"wp-block-heading\">\u4f18\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Visual, no code<\/li>\n\n\n\n<li>Works on almost any site<\/li>\n\n\n\n<li>Ready Google templates<\/li>\n<\/ul>\n\n\n\n<h4 id=\"h-cons-10\" class=\"wp-block-heading\">\u7f3a\u70b9<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Proxies and CAPTCHA solving cost extra<\/li>\n\n\n\n<li>Free plan has no cloud runs<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6700\u9002\u5408\uff1a<\/strong> users who want one visual tool for Google and other websites.<\/p>\n\n\n\n<h2 id=\"h-diy-scraper-vs-serp-api-what-1-000-searches-really-cost\" class=\"wp-block-heading\">DIY scraper vs SERP API: what 1,000 searches really cost<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Plan prices hide the real number. So let&#8217;s run one realistic job through each tool. You track 1,000 keywords and want the top 30 results for each. Since Google removed num=100, that is 3 pages per keyword, or 3,000 result pages.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u5de5\u5177<\/strong><\/td><td><strong>How it bills<\/strong><\/td><td><strong>Cost for 3,000 pages<\/strong><\/td><\/tr><tr><td>DataForSEO (Standard queue)<\/td><td>$0.60 per 1,000 pages<\/td><td>About $1.80, not real-time<\/td><\/tr><tr><td>NodeMaven Google Search Scraper<\/td><td>About 0.45 GB per 1,000 pages at $2.20\/GB<\/td><td>About $3<\/td><\/tr><tr><td>Serper<\/td><td>$1 per 1,000 on the $50 pack<\/td><td>$3 of credits, $50 minimum purchase<\/td><\/tr><tr><td>Bright Data<\/td><td>$1.50 per 1,000, pay as you go<\/td><td>About $4.50<\/td><\/tr><tr><td>Apify<\/td><td>From $1.80 per 1,000 pages<\/td><td>From about $5.40<\/td><\/tr><tr><td>Oxylabs<\/td><td>Monthly plan<\/td><td>$49 Micro plan minimum<\/td><\/tr><tr><td>ScraperAPI<\/td><td>25 credits per search<\/td><td>$49 Hobby plan (75,000 credits)<\/td><\/tr><tr><td>SerpApi<\/td><td>Monthly plan<\/td><td>$75 Developer plan (5,000 searches)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Two things stand out. First, the cheapest raw price belongs to DataForSEO&#8217;s queued mode. If you need real-time results, NodeMaven Google Search Scraper and Serper sit at the same level, about $1 per 1,000 pages. Second, several hosted tools force a monthly minimum that costs far more than the job itself.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For a deeper comparison of paid APIs and the self-hosted route, read our guide to <a href=\"https:\/\/nodemaven.com\/zh\/blog\/google-serp-api-alternatives\/\">Google SERP API options vs a free Google SERP scraper<\/a>.<\/p>\n\n\n\n<h2 id=\"h-how-to-choose-the-best-google-search-scraper\" class=\"wp-block-heading\">How to choose the best Google search scraper<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Answer these five questions and the choice usually becomes obvious.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Can you run a Python tool?<\/strong> If yes, start with <a href=\"https:\/\/github.com\/nodemaven\/google-browser-scraper\">NodeMaven Google Search Scraper<\/a>. If no, look at Apify, Outscraper, Lobstr.io or Octoparse.<\/li>\n\n\n\n<li><strong>Do you need results in real time?<\/strong> If you can wait minutes, DataForSEO Standard is the cheapest. If you need answers in seconds, choose a self-hosted scraper, Serper or SerpApi.<\/li>\n\n\n\n<li><strong>Do you need AI Overviews or Maps?<\/strong> Pick a tool that renders JavaScript. NodeMaven Google Search Scraper, SerpApi, DataForSEO and Apify all return AI Overviews. Outscraper is the strongest for Maps.<\/li>\n\n\n\n<li><strong>How much volume, and how steady?<\/strong> Steady volume favors self-hosting or volume plans. Spiky or small volume favors pay as you go.<\/li>\n\n\n\n<li><strong>Is the data for an AI agent?<\/strong> Choose a tool with an MCP server, so the agent can search Google directly.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">If you build your own scraper from scratch, the proxy layer matters most. See our tests of the <a href=\"https:\/\/nodemaven.com\/zh\/blog\/best-proxy-for-web-scraping\/\">\u6700\u9002\u5408\u7f51\u9875\u6293\u53d6\u7684\u4ee3\u7406<\/a>.<\/p>\n\n\n\n<h2 id=\"h-is-it-legal-to-scrape-google-search-results\" class=\"wp-block-heading\">Is it legal to scrape Google search results?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Scraping public search results is common practice for SEO tools, price trackers and researchers. It still comes with rules. Google&#8217;s terms of service restrict automated access. Data protection laws like GDPR apply if results contain personal data. Copyright can apply to some third-party content shown in search.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8be5 <a href=\"https:\/\/serpapi.com\/blog\/google-v-serpapi-the-court-granted-our-motion-to-dismiss\/\">Google vs SerpApi case<\/a> is the most important recent test. Google sued SerpApi in December 2025. On July 21, 2026, a federal judge in California dismissed Google&#8217;s copyright claims over plain search results such as URLs and snippets. The judge found that these are not works protected by copyright.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Our advice is simple. Collect only the public data you need. Avoid personal data unless you have a lawful basis. Respect reasonable request rates. For commercial projects, ask a lawyer about your specific use and location.<\/p>\n\n\n<div\n\t\t\t\n\t\t\tclass=\"so-widget-rhinocore-addons-rhino-alert-banner so-widget-rhinocore-addons-rhino-alert-banner-default-d75171398898\"\n\t\t\t\n\t\t><div class=\"rhino-widget rhino-widget--rhinocore-addons-rhino-alert-banner section-alert\" data-nm-label=\"banner\"    style=\"--alert-background-color: #E6E6FF\"\n>\n            <div class=\"section-alert__icon\">\n            <img decoding=\"async\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/02\/icon-4.svg\" alt=\"\" loading=\"lazy\" width=\"64\" height=\"64\">        <\/div>\n    \n            <div class=\"section-alert__main\">\n                            <div class=\"section-alert__title\">Start with the free Google Search Scraper<\/div>\n            \n                            <div class=\"section-alert__description\"><p>Open-source code, real Chrome and SERP API-style JSON. Add NodeMaven residential proxies for $3.50 with 750 MB of bandwidth<\/p>\n<\/div>\n                    <\/div>\n    \n            <a\n            class=\"section-alert__button b-btn b-btn--static-xl b-btn--secondary-black\"\n            href=\"https:\/\/dashboard.nodemaven.com\/checkout\/pag\/trial\"\n            >\n            \u7acb\u5373\u8bd5\u7528        <\/a>\n    <\/div>\n<\/div>\n\n\n<h2 id=\"h-frequently-asked-questions\" class=\"wp-block-heading translation-block\"><strong>\u5e38\u89c1<\/strong>\u95ee\u9898<\/h2>\n\n\n<div\n\t\t\t\n\t\t\tclass=\"so-widget-rhinocore-addons-faq so-widget-rhinocore-addons-faq-default-d75171398898\"\n\t\t\t\n\t\t>    <div class=\"rhino-widget rhino-widget--rhinocore-addons-faq section-faq\" data-nm-label=\"faq\">\n        <div class=\"section-faq__list section-faq__list--columns-1\" role=\"list\" aria-label=\"\u5e38\u89c1\u95ee\u9898\">\n                            <div class=\"section-faq__column\">\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <h3 class=\"section-faq__heading\">\n                                <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                    <span class=\"section-faq__question\">What is the best Google search scraper in 2026?<\/span>\n                                    <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\">\n                                        <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                    <\/svg>\n                                <\/button>\n                            <\/h3>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>For developers and AI agent workflows, <strong>NodeMaven Google Search Scraper<\/strong> is the best overall pick. It is free and open source, runs a real Chrome browser, returns SERP API-style JSON and costs about $1 per 1,000 result pages in proxy traffic. For a hosted API with the widest coverage, SerpApi is the safest choice. For no-code work, Apify is the most complete platform.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <h3 class=\"section-faq__heading\">\n                                <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                    <span class=\"section-faq__question\">Is there a free Google search scraper?<\/span>\n                                    <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\">\n                                        <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                    <\/svg>\n                                <\/button>\n                            <\/h3>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>Yes. NodeMaven Google Search Scraper is free under the MIT license. You only pay for the residential proxy traffic it uses. Most hosted tools also have small free tiers, such as 250 searches a month on SerpApi or 2,500 one-time queries on Serper.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <h3 class=\"section-faq__heading\">\n                                <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                    <span class=\"section-faq__question\">What is the best Google search scraper API?<\/span>\n                                    <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\">\n                                        <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                    <\/svg>\n                                <\/button>\n                            <\/h3>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>SerpApi is the best hosted Google search scraper API for coverage and documentation. Serper is the best value for fast real-time queries. DataForSEO is the cheapest per page if you can wait for queued results. If you want an API you host yourself, NodeMaven Google Search Scraper runs as a local HTTP API with the same JSON field names many SERP APIs use.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <h3 class=\"section-faq__heading\">\n                                <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                    <span class=\"section-faq__question\">How do I scrape Google without getting blocked?<\/span>\n                                    <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\">\n                                        <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                    <\/svg>\n                                <\/button>\n                            <\/h3>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>Use a real browser, residential proxies with sticky sessions and a short warm-up before the first search. Keep a proxy IP that Google accepts instead of rotating it on every request. In <a href=\"https:\/\/nodemaven.com\/zh\/blog\/best-time-to-scrape-google\/\">NodeMaven&#8217;s study of about 5,000 searches<\/a>, warmed browsers reached a results page 84% of the time, compared with 15% to 33% for cold browsers.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <h3 class=\"section-faq__heading\">\n                                <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                    <span class=\"section-faq__question\">How much does it cost to scrape 1,000 Google searches?<\/span>\n                                    <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\">\n                                        <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                    <\/svg>\n                                <\/button>\n                            <\/h3>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>It ranges from about $0.60 to $25 per 1,000 result pages. DataForSEO Standard costs $0.60, NodeMaven Google Search Scraper costs about $1 in proxy traffic, Serper costs $1 on its first pack and SerpApi costs $25 on its Starter plan. Since Google removed num=100, each page holds about 10 results, so plan for one request per 10 results.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <h3 class=\"section-faq__heading\">\n                                <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                    <span class=\"section-faq__question\">Can I scrape Google AI Overviews?<\/span>\n                                    <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\">\n                                        <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                    <\/svg>\n                                <\/button>\n                            <\/h3>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>Yes, but you need a tool that renders JavaScript. NodeMaven Google Search Scraper returns the AI Overview text on English results pages. SerpApi, DataForSEO, Bright Data, Oxylabs, Decodo and Apify also support AI Overviews. DataForSEO charges extra for it, and Octoparse offers a separate template. To track how AI answers mention your brand across engines, see the\u00a0<a href=\"https:\/\/nodemaven.com\/zh\/tools\/llm-visibility-api\/\">NodeMaven LLM Visibility API<\/a>.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <h3 class=\"section-faq__heading\">\n                                <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                    <span class=\"section-faq__question\">Can AI agents use a Google search scraper?<\/span>\n                                    <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\">\n                                        <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                    <\/svg>\n                                <\/button>\n                            <\/h3>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>Yes. NodeMaven Google Search Scraper includes an MCP server with one tool, google_search, that returns organic results, People Also Ask, related searches, the AI Overview and map places. Any MCP client can call it for live Google search.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <h3 class=\"section-faq__heading\">\n                                <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                    <span class=\"section-faq__question\">Does Google have an official search API?<\/span>\n                                    <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\">\n                                        <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                    <\/svg>\n                                <\/button>\n                            <\/h3>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>Not for new users. Google&#8217;s Custom Search JSON API no longer accepts new customers, and existing customers can use it until January 1, 2027. Google points to Vertex AI Search for searching up to 50 domains. There is no self-serve official API for full web results.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                    <\/div>\n                    <\/div>\n    <\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"We compared 12 Google search scrapers, from a free open-source tool to SERP APIs and no-code platforms, on cost, AI Overview support and reliability","protected":false},"author":80,"featured_media":41849,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[212,205],"class_list":["post-41835","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-comparisons-reviews","tag-web-scraping"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.1 (Yoast SEO v28.1) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Best Google Search Scrapers in 2026: 12 Tools Compared<\/title>\n<meta name=\"description\" content=\"Compare the best Google search scrapers for 2026. Cost per 1,000 searches, AI Overview support, no-code options and a free open-source pick\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/nodemaven.com\/zh\/blog\/best-google-search-scrapers\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"12 Best Google Search Scrapers and SERP APIs (2026)\" \/>\n<meta property=\"og:description\" content=\"Compare the best Google search scrapers for 2026. 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