Google ने अपने नए AI अवलोकन खोज सुविधा पर नया दस्तावेज़ प्रकाशित किया है जो एक खोज क्वेरी के उत्तर का सारांश देता है और उन वेबपेजों के लिंक देता है जहां अधिक जानकारी पाई जा सकती है। नया दस्तावेज़ इस बारे में महत्वपूर्ण जानकारी प्रदान करता है कि नई सुविधा कैसे काम करती है और विज्ञापनदाताओं और एसईओ पेशेवरों को क्या विचार करना चाहिए।
एआई समीक्षाओं को क्या प्रेरित करता है?
एआई समीक्षा से पता चलता है कि उपयोगकर्ता का इरादा जानकारी को जल्दी से समझने का है, खासकर जब उस जानकारी की आवश्यकता कार्य-संबंधी हो।
“एआई समीक्षाएं Google खोज परिणामों में तब दिखाई देती हैं जब हमारा सिस्टम निर्धारित करता है… जब आप विभिन्न स्रोतों से जानकारी को तुरंत समझना चाहते हैं, जिसमें वेब और Google नॉलेज ग्राफ़ की जानकारी शामिल है।”
दस्तावेज़ीकरण के दूसरे भाग में वह ट्रिगर को कार्य-आधारित सूचना आवश्यकताओं से जोड़ता है:
“…और जो जानकारी उन्हें मिलती है उसका उपयोग वे अपने मिशन को आगे बढ़ाने के लिए करते हैं।” “
AI समीक्षाएं किस प्रकार की साइटों से जुड़ी हैं?
विचार करने के लिए एक महत्वपूर्ण तथ्य यह है कि केवल तथ्य यह है कि एआई अवलोकन किसी उपयोगकर्ता की किसी चीज़ को जल्दी से समझने की आवश्यकता से ट्रिगर होता है, इसका मतलब यह नहीं है कि केवल सूचनात्मक आवश्यकता वाले प्रश्न ही नई खोज सुविधा को ट्रिगर करेंगे। Google के दस्तावेज़ यह स्पष्ट करते हैं कि AI अवलोकन लिंक से जिन प्रकार की साइटों को लाभ होगा उनमें “निर्माता” (वीडियो निर्माता), ई-कॉमर्स स्टोर और अन्य व्यवसाय शामिल हैं। इसका मतलब यह है कि एआई समीक्षाओं से कई और सूचना साइटों को लाभ होगा।
नए दस्तावेज़ में उन साइटों के प्रकारों का विवरण दिया गया है जो AI अवलोकन से लिंक प्राप्त कर सकते हैं:
“यह लोगों को गहराई से खोज करने और प्रकाशकों, रचनाकारों, खुदरा विक्रेताओं, व्यवसायों और अधिक से सामग्री की एक विविध श्रृंखला की खोज करने और अपने मिशन को आगे बढ़ाने के लिए मिली जानकारी का उपयोग करने की अनुमति देता है।”
जहां एआई सूचना के स्रोतों की समीक्षा करता है
एआई अवलोकन वेब और ज्ञान ग्राफ से जानकारी प्रदर्शित करता है। बड़ी मात्रा में नए डेटा जोड़ते समय बड़े भाषा मॉडल को वर्तमान में शुरू से ही पूरी तरह से प्रशिक्षित करना पड़ता है। इसका मतलब यह है कि अवलोकन सुविधा में प्रदर्शन के लिए चुनी गई साइटें Google के नियमित खोज सूचकांक से चुनी जाती हैं, जिसका अर्थ यह है कि Google पुनर्प्राप्ति-संवर्धित पीढ़ी (आरएजी) का उपयोग कर सकता है।
आरएजी एक ऐसी प्रणाली है जो एक बड़े भाषा मॉडल और एलएलएम से बाहर की जानकारी के डेटाबेस के बीच बैठती है। यह बाहरी डेटाबेस विशिष्ट ज्ञान हो सकता है जैसे किसी संगठन की मानव संसाधन नीति की संपूर्ण सामग्री को अनुक्रमित किया जाना है। यह जानकारी का एक पूरक स्रोत है जिसका उपयोग एलएलएम द्वारा प्रदान की गई जानकारी की दोबारा जांच करने या यह दिखाने के लिए किया जा सकता है कि जिस प्रश्न का उत्तर दिया गया है उसके बारे में अधिक कहां पढ़ा जाए।
लेख की शुरुआत में उद्धृत अंश में कहा गया है कि एआई ओवरव्यू इंटरनेट और नॉलेज ग्राफ़ के स्रोतों का हवाला देता है:
“एआई समीक्षाएं Google खोज परिणामों में तब दिखाई देती हैं जब हमारा सिस्टम निर्धारित करता है… जब आप विभिन्न स्रोतों से जानकारी को तुरंत समझना चाहते हैं, जिसमें वेब और Google नॉलेज ग्राफ़ की जानकारी शामिल है।”
एसईओ के लिए ऑटो-इनक्लूजन का क्या मतलब है
एआई ओवरव्यू में समावेशन स्वचालित है और एआई ओवरव्यू के लिए कुछ भी विशिष्ट नहीं है जो वेबसाइट मालिकों या एसईओ को करने की आवश्यकता है। Google के दस्तावेज़ कहते हैं कि नियमित खोज में रैंकिंग के लिए उनके दिशानिर्देशों के अनुसार आपको AI अवलोकन में रैंक करने के लिए बस इतना ही करना होगा। Google के “सिस्टम” यह निर्धारित करते हैं कि AI अवलोकन में प्रदर्शित विषयों के लिए कौन सी साइटें चुनी जाती हैं।
सभी कथन इस बात की पुष्टि करते प्रतीत होते हैं कि नई अवलोकन सुविधा नियमित खोज सूचकांक से डेटा खींचती है। यह संभव है कि Google विशेष रूप से AI समीक्षाओं के लिए खोज सूचकांक को फ़िल्टर करता है, लेकिन मैं ऐसा कोई कारण नहीं सोच सकता कि Google ऐसा क्यों करेगा।
स्वचालित समावेशन की ओर इशारा करने वाले सभी कथन इस संभावित संभावना की ओर इशारा करते हैं कि Google सामान्य खोज सूचकांक का उपयोग करता है:
“एआई समीक्षाओं से लाभ पाने के लिए प्रकाशकों को किसी कार्रवाई की आवश्यकता नहीं है।”
“एआई समीक्षाएँ उन संसाधनों के लिंक प्रदान करती हैं जो स्नैपशॉट में जानकारी का समर्थन करते हैं, और विषय को आगे तलाशते हैं।”
“…प्रकाशकों, रचनाकारों, खुदरा विक्रेताओं, व्यवसायों और अन्य से सामग्री की एक विविध श्रृंखला…”
“एआई समीक्षाओं में रैंक करने के लिए, प्रकाशकों को केवल Google सर्च एसेंशियल गाइड का पालन करना होगा।
“Google के सिस्टम स्वचालित रूप से निर्धारित करते हैं कि कौन से लिंक दिखाई देंगे। Google खोज अनिवार्यताओं में शामिल खोज में प्रदर्शित होने के लिए हमारे मानक दिशानिर्देशों का पालन करने के अलावा रचनाकारों के लिए कुछ भी विशेष नहीं है।”
विषयों के संदर्भ में सोचें
स्पष्ट रूप से, प्रश्नों और दस्तावेज़ों में कीवर्ड और समानार्थक शब्द एक भूमिका निभाते हैं। लेकिन मेरी राय में वे SEO में एक बड़ी भूमिका निभाते हैं। ऐसे कई तरीके हैं जिनसे एक खोज इंजन किसी वेब पेज को किसी विषय से मिलाने के लिए किसी दस्तावेज़ को एनोटेट कर सकता है, जैसे कि Googler मार्टिन स्प्लिट ने क्या कहा केंद्र में नोट करें. Google द्वारा किसी वेब पेज को लेबल करने और वह वेब पेज किस बारे में है, इसके लिए कीनोट का उपयोग किया जाता है।
शब्दार्थ व्याख्या
इस प्रकार की टिप्पणी वेब पेज की सामग्री को अवधारणाओं से जोड़ती है जो बदले में एक असंरचित दस्तावेज़ को संरचना प्रदान करती है। प्रत्येक वेब पेज असंरचित डेटा है इसलिए खोज इंजनों को इसे समझने की आवश्यकता है। सिमेंटिक एनोटेशन ऐसा करने का एक तरीका है।
Google कम से कम 2015 से वेब पेजों का अवधारणाओं से मिलान कर रहा है गूगल का वेब पेज उनके क्लाउड उत्पाद इस बारे में बात करते हैं कि कैसे उन्होंने अपने अंतर्निहित विषयों के साथ वेब पेजों की सामग्री को एनोटेट करने के लिए अपने खोज इंजन में तंत्रिका मिलान को एकीकृत किया।
Google इस बारे में क्या कहता है कि वह वेब पेजों को अवधारणाओं से कैसे जोड़ता है:
“गूगल सर्च ने 2015 में डीप लर्निंग रैंकिंग सिस्टम रैंकब्रेन जैसे उल्लेखनीय एआई खोज नवाचारों की शुरुआत के साथ सिमेंटिक खोज को शामिल करना शुरू किया। इस नवाचार को खोज में दस्तावेज़ पुनर्प्राप्ति की सटीकता में सुधार करने के लिए तंत्रिका अनुकूलन प्राप्त हुआ। तंत्रिका अनुकूलन पुनर्प्राप्ति रोकथाम को सीखने की अनुमति देता है इरादों के बीच संबंध क्वेरी अत्यधिक प्रासंगिक दस्तावेज़ों के लिए है, जो खोज को सरल समानता खोज के बजाय क्वेरी के संदर्भ की पहचान करने की अनुमति देती है।
तंत्रिका मिलान हमें प्रश्नों और पृष्ठों में अवधारणाओं के अधिक अस्पष्ट प्रतिनिधित्व को समझने और उन्हें एक-दूसरे से मिलाने में मदद करता है। यह केवल कीवर्ड के बजाय संपूर्ण क्वेरी या पेज को देखता है, और उनमें प्रस्तुत अंतर्निहित अवधारणाओं की बेहतर समझ विकसित करता है।”
Google लगभग दस वर्षों से वेब पेजों को अवधारणाओं से मिलाते हुए ऐसा कर रहा है। एआई समीक्षाओं पर Google के दस्तावेज़ में यह भी उल्लेख किया गया है कि विषयों के आधार पर वेबपेजों के लिंक प्रदर्शित करना यह निर्धारित करने का हिस्सा है कि कौन सी साइटें एआई समीक्षाओं में रैंक करती हैं।
यहां बताया गया है कि Google इसे कैसे समझाता है:
“एआई समीक्षाएँ उन संसाधनों के लिंक प्रदान करती हैं जो स्नैपशॉट में जानकारी का समर्थन करते हैं, और विषय को आगे तलाशते हैं।
…एआई समीक्षाएं इंटरनेट स्रोतों सहित विभिन्न स्रोतों के आधार पर किसी विषय या क्वेरी का पूर्वावलोकन प्रदान करती हैं।”
विषयों पर Google का ध्यान लंबे समय से रहा है, और कुछ समय हो गया है जब SEO लोग कीवर्ड लक्ष्यीकरण पर अपनी पकड़ कम कर देते हैं और विषय लक्ष्यीकरण को AI अवलोकन सहित Google खोज में सामग्री प्रस्तुत करने की अपनी क्षमता को समृद्ध करने का मौका देना शुरू कर देते हैं।
Google का कहना है कि Google खोज में रैंकिंग के लिए उनके खोज अनिवार्य दस्तावेज़ में वर्णित वही अनुकूलन हैं जिन्हें Google अवलोकन में रैंकिंग के लिए लागू किया जाना चाहिए।
नया दस्तावेज़ बिल्कुल यही कहता है:
“निर्माताओं के लिए खोज में प्रदर्शित होने के लिए हमारे मानक दिशानिर्देशों का पालन करने के अलावा ऐसा कुछ विशेष नहीं है, जैसा कि Google खोज अनिवार्यताओं में शामिल है।”
AI समीक्षाओं पर Google का नया SEO दस्तावेज़ पढ़ें
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