{"id":30097,"date":"2025-09-23T13:30:22","date_gmt":"2025-09-23T10:30:22","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/python-ile-google-organik-sonuclarini-kazima\/"},"modified":"2025-09-23T13:30:22","modified_gmt":"2025-09-23T10:30:22","slug":"python-ile-google-organik-sonuclarini-kazima","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/python-ile-google-organik-sonuclarini-kazima\/","title":{"rendered":"Python ile Google Organik Sonu\u00e7lar\u0131n\u0131 Kaz\u0131ma"},"content":{"rendered":"<p>Python ile Google Organik Sonu\u00e7lar\u0131n\u0131 Kaz\u0131ma<\/p>\n<p>Dijital pazarlamada rekabet\u00e7i olmak i\u00e7in rakip analizleri olmazsa olmazd\u0131r.  Rakiplerinizin hangi kelimeler i\u00e7in s\u0131ralamas\u0131 y\u00fcksek, hangi i\u00e7erikleri yay\u0131nl\u0131yor ve hangi stratejileri kullan\u0131yor anlamak i\u00e7in Google organik sonu\u00e7lar\u0131n\u0131 kaz\u0131mak olduk\u00e7a faydal\u0131d\u0131r.  Bu makalede, Python programlama dilini kullanarak Google&#8217;in organik arama sonu\u00e7lar\u0131n\u0131 nas\u0131l kaz\u0131yabilece\u011finizi, nelere dikkat etmeniz gerekti\u011fini ve ileri d\u00fczey teknikleri ad\u0131m ad\u0131m \u00f6\u011freneceksiniz.  Ba\u015flayal\u0131m!<\/p>\n<h2>Google Organik Sonu\u00e7 Kaz\u0131ma: Temel Kavramlar Nelerdir?<\/h2>\n<p>Web scraping, bir web sayfas\u0131ndan verileri otomatik olarak \u00e7\u0131karma i\u015flemidir.  Google arama sonu\u00e7lar\u0131n\u0131 kaz\u0131mak i\u00e7in, \u00f6ncelikle Google&#8217;\u0131n arama sonu\u00e7 sayfas\u0131n\u0131n (SERP) yap\u0131s\u0131n\u0131 anlamak gerekir.  SERP, dinamik ve s\u00fcrekli de\u011fi\u015fen bir yap\u0131ya sahiptir; bu nedenle, bir kaz\u0131ma stratejisi olu\u015fturmak i\u00e7in dikkatli bir analiz \u015fartt\u0131r.  Bu analizde, HTML yap\u0131s\u0131, kullan\u0131lan CSS s\u0131n\u0131flar\u0131 ve di\u011fer \u00f6nemli unsurlar incelenmelidir.  Ayr\u0131ca, Google&#8217;\u0131n kullan\u0131m \u015fartlar\u0131n\u0131 ve robot.txt dosyas\u0131n\u0131 dikkate almak son derece \u00f6nemlidir.  A\u015f\u0131r\u0131 isteklerde bulunmak, IP adresinizin engellenmesine yol a\u00e7abilir.  Bu nedenle, iyi tasarlanm\u0131\u015f bir kaz\u0131ma program\u0131, istekler aras\u0131nda uygun gecikmeler (\u00f6rne\u011fin, <code>time.sleep()<\/code> fonksiyonu ile) i\u00e7ermeli ve Google&#8217;\u0131n sunucular\u0131na a\u015f\u0131r\u0131 y\u00fck bindirmemelidir.  Ayr\u0131ca, kullan\u0131c\u0131 arac\u0131 (user-agent) do\u011fru bir \u015fekilde ayarlanmal\u0131d\u0131r; aksi takdirde Google, program\u0131n\u0131z\u0131 bir bot olarak alg\u0131layabilir ve engelleme uygulayabilir.  Sonu\u00e7 olarak, etik ve yasal \u00e7er\u00e7evede kalmak, uzun vadede ba\u015far\u0131l\u0131 ve s\u00fcrd\u00fcr\u00fclebilir bir kaz\u0131ma i\u015flemi i\u00e7in elzemdir.  Web scraping&#8217;in etik ve yasal y\u00f6nleri hakk\u0131nda daha fazla bilgi i\u00e7in (https:\/\/fatihsoysal.com) adresini ziyaret edebilirsiniz.<\/p>\n<h2>Python ile Google Arama Sonu\u00e7lar\u0131n\u0131 Kaz\u0131ma: Ad\u0131m Ad\u0131m Uygulama<\/h2>\n<p>Bu b\u00f6l\u00fcmde, <code>requests<\/code> ve <code>BeautifulSoup<\/code> k\u00fct\u00fcphanelerini kullanarak Google arama sonu\u00e7lar\u0131n\u0131 kaz\u0131man\u0131n temel ad\u0131mlar\u0131n\u0131 ele alaca\u011f\u0131z.<\/p>\n<p>\u00d6ncelikle, gerekli k\u00fct\u00fcphaneleri y\u00fcklememiz gerekiyor:<\/p>\n<pre><code class=\"language-python\">pip install requests beautifulsoup4<\/pre>\n<p><\/code><\/p>\n<pre><code class=\"language-python\">Sonras\u0131nda a\u015fa\u011f\u0131daki kodu kullanarak bir arama yapabilir ve sonu\u00e7lar\u0131 alabilirsiniz:<\/pre>\n<p><\/code>import requests<br \/>\nfrom bs4 import BeautifulSoup<\/p>\n<p>def google_search(query):<br \/>\n    url = f\"https:\/\/www.google.com\/search?q={query}\"<br \/>\n    headers = {<br \/>\n        \"User-Agent\": \"Mozilla\/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit\/537.36 (KHTML, like Gecko) Chrome\/58.0.3029.110 Safari\/537.3\"<br \/>\n    }<br \/>\n    response = requests.get(url, headers=headers)<br \/>\n    soup = BeautifulSoup(response.content, \"html.parser\")<br \/>\n    results = soup.find_all(\"div\", class_=\"g\") # Class isimleri de\u011fi\u015febilir, inspect element ile kontrol edin<\/p>\n<p>    search_results = []<br \/>\n    for result in results:<br \/>\n        title = result.find(\"h3\").text<br \/>\n        link = result.find(\"a\")[\"href\"]<br \/>\n        search_results.append({\"title\": title, \"link\": link})<br \/>\n    return search_results<\/p>\n<p>results = google_search(\"Python Web Scraping\")<br \/>\nfor result in results:<br \/>\n    print(f\"Title: {result[&#039;title&#039;]}\\nLink: {result[&#039;link&#039;]}\\n\")<\/code><\/p>\n<p><strong>Dikkat:<\/strong>  Google'\u0131n arama sonu\u00e7lar\u0131n\u0131n HTML yap\u0131s\u0131 s\u0131kl\u0131kla de\u011fi\u015fir.  Bu nedenle, yukar\u0131daki kod her zaman \u00e7al\u0131\u015fmayabilir.  <code>inspect element<\/code> arac\u0131n\u0131 kullanarak Google arama sonu\u00e7lar\u0131n\u0131n g\u00fcncel HTML yap\u0131s\u0131n\u0131 inceleyip, koddaki CSS s\u0131n\u0131flar\u0131n\u0131 g\u00fcncellemeniz gerekebilir.  Ayr\u0131ca, Google'\u0131n kullan\u0131m \u015fartlar\u0131na uyman\u0131z ve a\u015f\u0131r\u0131 isteklerde bulunmaman\u0131z \u00f6nemlidir.<\/p>\n<h2>\u0130leri D\u00fczey Teknikler: Selenium ve Headless Browser Kullan\u0131m\u0131<\/h2>\n<p>Temel y\u00f6ntemler, zaman zaman Google taraf\u0131ndan engellenebilir. Daha g\u00fcvenilir bir y\u00f6ntem, Selenium k\u00fct\u00fcphanesi ile headless browser kullanmakt\u0131r. Headless browser, g\u00f6r\u00fcn\u00fcr bir aray\u00fcz olmadan \u00e7al\u0131\u015fan bir taray\u0131c\u0131d\u0131r. Bu sayede, Google'\u0131n bot tespit mekanizmalar\u0131n\u0131 daha iyi atlatabilir ve daha stabil sonu\u00e7lar elde edebiliriz.<\/p>\n<pre><code class=\"language-python\">from selenium import webdriver\nfrom selenium.webdriver.chrome.options import Options\nfrom selenium.webdriver.common.by import By\nfrom selenium.webdriver.support.ui import WebDriverWait\nfrom selenium.webdriver.support import expected_conditions as EC\n\ndef google_search_selenium(query):\n    chrome_options = Options()\n    chrome_options.add_argument(\"--headless=new\") # Headless mod aktif\n    driver = webdriver.Chrome(options=chrome_options)\n    driver.get(f\"https:\/\/www.google.com\/search?q={query}\")\n\n    try:\n        elements = WebDriverWait(driver, 10).until(\n            EC.presence_of_all_elements_located((By.CSS_SELECTOR, \".tF2Cxc\")) # CSS Selector g\u00fcncellenebilir\n        )\n        results = []\n        for element in elements:\n            title = element.find_element(By.CSS_SELECTOR, \"h3\").text\n            link = element.find_element(By.TAG_NAME, \"a\").get_attribute(\"href\")\n            results.append({\"title\": title, \"link\": link})\n        driver.quit()\n        return results\n\n    except Exception as e:\n        print(f\"Hata olu\u015ftu: {e}\")\n        driver.quit()\n        return []\n\nresults = google_search_selenium(\"Python Web Scraping\")\nfor result in results:\n    print(f\"Title: {result[&#039;title&#039;]}\\nLink: {result[&#039;link&#039;]}\\n\")<\/pre>\n<p><\/code><\/p>\n<p>Bu kodda, <code>selenium<\/code> k\u00fct\u00fcphanesi kullan\u0131larak headless Chrome taray\u0131c\u0131s\u0131 ba\u015flat\u0131l\u0131r ve arama sonu\u00e7lar\u0131 daha g\u00fcvenilir bir \u015fekilde elde edilir.  Ancak, bu y\u00f6ntem daha fazla kaynak t\u00fcketir.<\/p>\n<h2>Proxy Kullan\u0131m\u0131 ve G\u00fcvenlik \u00d6nlemleri<\/h2>\n<p>Bir\u00e7ok istek g\u00f6ndermek, IP adresinizin engellenmesine neden olabilir. Bu sorunu \u00e7\u00f6zmek i\u00e7in proxy kullanabilirsiniz. Proxy sunucular\u0131, isteklerinizi Google'a kendi IP adresleri \u00fczerinden g\u00f6nderir.  Bununla birlikte, g\u00fcvenilir bir proxy sa\u011flay\u0131c\u0131 se\u00e7mek \u00e7ok \u00f6nemlidir.  \u00dccretsiz proxyler genellikle yava\u015f ve g\u00fcvenilir de\u011fildir.<\/p>\n<p><strong>Dikkat:<\/strong>  Proxy kullan\u0131m\u0131,  baz\u0131 durumlarda Google'\u0131n kullan\u0131m \u015fartlar\u0131n\u0131 ihlal edebilir.  Proxy kullanmadan \u00f6nce Google'\u0131n kullan\u0131m \u015fartlar\u0131n\u0131 dikkatlice inceleyin.<\/p>\n<h2>Veri Analizi ve G\u00f6rselle\u015ftirme<\/h2>\n<p>Kaz\u0131ma i\u015flemi sonucu elde edilen verileri, pandas gibi k\u00fct\u00fcphaneler kullanarak analiz edebilir ve matplotlib veya seaborn gibi k\u00fct\u00fcphaneler ile g\u00f6rselle\u015ftirebilirsiniz.  \u00d6rne\u011fin, rakiplerinizi analiz etmek i\u00e7in, hangi kelimeler i\u00e7in daha y\u00fcksek s\u0131ralamalarda yer ald\u0131klar\u0131n\u0131 belirleyebilirsiniz.<\/p>\n<h2>Performans Kar\u015f\u0131la\u015ft\u0131rmas\u0131: BeautifulSoup vs. Selenium<\/h2>\n<p>| Y\u00f6ntem       | H\u0131z      | G\u00fcvenilirlik | Kaynak T\u00fcketimi |<br \/>\n|--------------|-----------|----------------|-----------------|<br \/>\n| BeautifulSoup | H\u0131zl\u0131     | D\u00fc\u015f\u00fck           | D\u00fc\u015f\u00fck            |<br \/>\n| Selenium     | Yava\u015f     | Y\u00fcksek          | Y\u00fcksek           |<\/p>\n<h2>\u00d6\u011frenme Yol Haritas\u0131<\/h2>\n<p>* <strong>Yeni Ba\u015flayan:<\/strong>  <code>requests<\/code> ve <code>BeautifulSoup<\/code> k\u00fct\u00fcphanelerini \u00f6\u011frenerek basit bir web sayfas\u0131n\u0131 kaz\u0131may\u0131 deneyin.<br \/>\n* <strong>Orta:<\/strong>  Daha karma\u015f\u0131k web sitelerini kaz\u0131may\u0131 \u00f6\u011frenin ve CSS se\u00e7icileri kullanmay\u0131 \u00f6\u011frenin.<br \/>\n* <strong>\u0130leri D\u00fczey:<\/strong>  Selenium ve headless browser kullan\u0131m\u0131, proxy y\u00f6netimi, veri analizi ve g\u00f6rselle\u015ftirme tekniklerini \u00f6\u011frenin.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>Python ile Google organik sonu\u00e7lar\u0131n\u0131 kaz\u0131mak, rakip analizi ve pazar ara\u015ft\u0131rmas\u0131 i\u00e7in g\u00fc\u00e7l\u00fc bir ara\u00e7t\u0131r.  Ancak, etik ve yasal hususlara dikkat etmek, Google'\u0131n kullan\u0131m \u015fartlar\u0131na uymak ve g\u00fcvenlik \u00f6nlemlerini almak \u00e7ok \u00f6nemlidir.  Bu makalede ele al\u0131nan y\u00f6ntemler,  ba\u015flang\u0131\u00e7 \u200b\u200bnoktas\u0131 olarak kullan\u0131labilir ve ileri d\u00fczey tekniklere ge\u00e7i\u015f yapabilirsiniz.  Daha fazla bilgi i\u00e7in (https:\/\/fatihsoysal.com) adresini inceleyebilirsiniz.<\/p>\n<h3>S\u0131k\u00e7a Sorulan Sorular<\/h3>\n<ul>\n<li><strong>Google arama sonu\u00e7lar\u0131n\u0131 kaz\u0131mak yasal m\u0131?<\/strong>  Google'\u0131n kullan\u0131m \u015fartlar\u0131na uymak \u015fart\u0131yla yasal olabilir. A\u015f\u0131r\u0131 isteklerde bulunmamak ve robot.txt dosyas\u0131na uymak \u00f6nemlidir.<\/li>\n<li><strong>Hangi k\u00fct\u00fcphaneleri kullanmal\u0131y\u0131m?<\/strong>  Temel d\u00fczeyde <code>requests<\/code> ve <code>BeautifulSoup<\/code>, daha geli\u015fmi\u015f uygulamalar i\u00e7in Selenium kullanabilirsiniz.<\/li>\n<li><strong>IP adresim engellenirse ne yapmal\u0131y\u0131m?<\/strong> Proxy kullanmay\u0131 deneyin veya istekler aras\u0131nda daha uzun s\u00fcre bekleme uygulay\u0131n.<\/li>\n<li><strong>Google arama sonu\u00e7lar\u0131n\u0131n yap\u0131s\u0131 neden s\u00fcrekli de\u011fi\u015fiyor?<\/strong> Google, botlar\u0131 engellemek ve kullan\u0131c\u0131 deneyimini iyile\u015ftirmek i\u00e7in arama sonu\u00e7lar\u0131n\u0131n yap\u0131s\u0131n\u0131 d\u00fczenli olarak g\u00fcncelliyor.<\/li>\n<li><strong>Verileri nas\u0131l analiz edebilirim?<\/strong> Pandas, Matplotlib ve Seaborn gibi k\u00fct\u00fcphaneler kullanarak verileri analiz edebilir ve g\u00f6rselle\u015ftirebilirsiniz.<\/li>\n<\/ul>\n<p>Yazar: Fatih Soysal<\/p>\n","protected":false},"excerpt":{"rendered":"Python ile Google Organik Sonu\u00e7lar\u0131n\u0131 Kaz\u0131ma Dijital pazarlamada rekabet\u00e7i olmak i\u00e7in rakip analizleri olmazsa olmazd\u0131r. Rakiplerinizin hangi kelimeler&hellip;","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1403],"tags":[],"class_list":{"0":"post-30097","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-python","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v25.3.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python ile Google Organik Sonu\u00e7lar\u0131n\u0131 Kaz\u0131ma<\/title>\n<meta name=\"description\" content=\"Dijital pazarlamada rekabet\u00e7i olmak i\u00e7in rakip analizleri olmazsa olmazd\u0131r. Rakiplerinizin hangi kelimeler i\u00e7in s\u0131ralamas\u0131 y\u00fcksek, hangi i\u00e7erikleri yay\u0131nl\u0131yor ve hangi stratejileri kullan\u0131yor anlamak i\u00e7in Google organik sonu\u00e7lar\u0131n\u0131 kaz\u0131mak olduk\u00e7a faydal\u0131d\u0131r. Bu makalede, Python programlama dilini kullanarak Google&#039;in organik arama sonu\u00e7lar\u0131n\u0131 nas\u0131l kaz\u0131yabilece\u011finizi, nelere dikkat etmeniz gerekti\u011fini ve ileri d\u00fczey teknikleri ad\u0131m ad\u0131m \u00f6\u011freneceksiniz. Ba\u015flayal\u0131m!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/python-ile-google-organik-sonuclarini-kazima\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python ile Google Organik Sonu\u00e7lar\u0131n\u0131 Kaz\u0131ma\" \/>\n<meta property=\"og:description\" content=\"Dijital pazarlamada rekabet\u00e7i olmak i\u00e7in rakip analizleri olmazsa olmazd\u0131r. Rakiplerinizin hangi kelimeler i\u00e7in s\u0131ralamas\u0131 y\u00fcksek, hangi i\u00e7erikleri yay\u0131nl\u0131yor ve hangi stratejileri kullan\u0131yor anlamak i\u00e7in Google organik sonu\u00e7lar\u0131n\u0131 kaz\u0131mak olduk\u00e7a faydal\u0131d\u0131r. Bu makalede, Python programlama dilini kullanarak Google&#039;in organik arama sonu\u00e7lar\u0131n\u0131 nas\u0131l kaz\u0131yabilece\u011finizi, nelere dikkat etmeniz gerekti\u011fini ve ileri d\u00fczey teknikleri ad\u0131m ad\u0131m \u00f6\u011freneceksiniz. Ba\u015flayal\u0131m!\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/python-ile-google-organik-sonuclarini-kazima\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2025-09-23T10:30:22+00:00\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/python-ile-google-organik-sonuclarini-kazima\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/python-ile-google-organik-sonuclarini-kazima\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Python ile Google Organik Sonu\u00e7lar\u0131n\u0131 Kaz\u0131ma\",\"datePublished\":\"2025-09-23T10:30:22+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/python-ile-google-organik-sonuclarini-kazima\/\"},\"wordCount\":1081,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"articleSection\":[\"Python\"],\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/python-ile-google-organik-sonuclarini-kazima\/#respond\"]}],\"copyrightYear\":\"2025\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/python-ile-google-organik-sonuclarini-kazima\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/python-ile-google-organik-sonuclarini-kazima\/\",\"name\":\"Python ile Google Organik Sonu\u00e7lar\u0131n\u0131 Kaz\u0131ma\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2025-09-23T10:30:22+00:00\",\"description\":\"Dijital pazarlamada rekabet\u00e7i olmak i\u00e7in rakip analizleri olmazsa olmazd\u0131r. Rakiplerinizin hangi kelimeler i\u00e7in s\u0131ralamas\u0131 y\u00fcksek, hangi i\u00e7erikleri yay\u0131nl\u0131yor ve hangi stratejileri kullan\u0131yor anlamak i\u00e7in Google organik sonu\u00e7lar\u0131n\u0131 kaz\u0131mak olduk\u00e7a faydal\u0131d\u0131r. Bu makalede, Python programlama dilini kullanarak Google'in organik arama sonu\u00e7lar\u0131n\u0131 nas\u0131l kaz\u0131yabilece\u011finizi, nelere dikkat etmeniz gerekti\u011fini ve ileri d\u00fczey teknikleri ad\u0131m ad\u0131m \u00f6\u011freneceksiniz. 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