RAGs powered by Google Search technology, Part 1 | Google Cloud Blog
When a large language model (LLM) doesn’t have enough information or has no contextual knowledge of a topic, it is more likely to hallucinate and provide inaccurate or false responses. Developers are increasingly excited about generative AI and Retrieval Augmented Generation (RAG) — an architecture pattern that combines LLMs with backend information retrieval from other information sources. This a
New and improved crawl stats for your site | Google Search Central Blog | Google for Developers
Tuesday, November 24, 2020 To help website owners better understand how Googlebot crawls their sites, we're launching a brand new version of the Crawl stats report in Search Console. The new Crawl Stats report brings the following exciting new features: Total number of requests grouped by response code, crawled file type, crawl purpose, and Googlebot type. Detailed information on host status URL e
What is Multimodal Search: "LLMs with vision" change businesses What if large language models (LLMs) had "vision", the ability to understand the meaning of images? Just like we have seen the innovation with LLMs with chatbots and text data, the ability would make another huge impact on businesses by letting LLMs look at and organize millions of images in enterprise IT systems. In this post, we wil
How Shopify improved consumer search intent with real-time ML | Google Cloud Blog
In the dynamic landscape of commerce, Shopify merchants rely on our platform's ability to seamlessly and reliably deliver highly relevant products to potential customers. Therefore, a rich and intuitive search experience is an essential part of our offering. Over the past year, Shopify has been integrating AI-powered search capabilities into our merchants’ storefronts. Shopify Storefront Search ha
What creators should know about Google's August 2022 helpful content update | Google Search Central Blog | Google for Developers
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RAGs powered by Google Search technology, Part 2 | Google Cloud Blog
In the first post of this series, we explored the concept of retrieval augmented generation (RAG) and how the same technologies that power Google Search can greatly enhance the effectiveness of the information retrieval capabilities of a RAG system. In this follow-up post, we will now take a deeper look at the other critical technologies that are essential for building a successful RAG system to h
More time, tools, and details on the page experience update | Google Search Central Blog | Google for Developers
Send feedback More time, tools, and details on the page experience update Stay organized with collections Save and categorize content based on your preferences. Monday, April 19, 2021 Last November we announced that the page experience ranking change will go live on Google Search this year, in what we're calling the "page experience update". To help publishers and site owners improve their page ex
Find anything blazingly fast with Google's vector search technology | Google Cloud Blog
Recently, Google Cloud partner Groovenauts, Inc. published a live demo of MatchIt Fast. As the demo shows, you can find images and text similar to a selected sample from a collection of millions in a matter of milliseconds: Give it a try — and either select a preset image or upload one of your own. Once you make your choice, you will get the top 25 similar images from two million images on Wikimed
Improve Gen AI Search with Vertex AI Embeddings and Task Types | Google Cloud Blog
Enhancing your gen AI use case with Vertex AI embeddings and task types Retrieval Augmented Generation (RAG) is a powerful technique for enhancing large language models (LLMs) by grounding them in external knowledge sources. This blog post looks into a common challenge in RAG implementations: achieving high-quality semantic search. We'll explore why traditional similarity search often falls short,
Timing for bringing page experience to Google Search | Google Search Central Blog | Google for Developers
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Mobile-indexing-vLast-final-final.doc | Google Search Central Blog | Google for Developers
Monday, June 3, 2024 We're embarking on our final last step (that's the plan!) of our migration to a mobile-first index for Google Search: the small set of sites we've still been crawling with desktop Googlebot will be crawled with mobile Googlebot after July 5, 2024. Don't worry, most websites don't need to do anything! As we mentioned in our last update on mobile indexing, Google crawls and inde
Evaluating page experience for a better web | Google Search Central Blog | Google for Developers
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Search and SEO Blog | Google Search Central | Google Search Central Blog | Google for Developers
Stay organized with collections Save and categorize content based on your preferences. The Google Search Central Blog is where you can find official Google Search core algorithm updates, announcements of new Google Search features, and SEO best practices. Subscribe to our RSS feed and get the latest updates in your favorite feed reader.
Top ways to ensure your content performs well in Google's AI experiences on Search | Google Search Central Blog | Google for Developers
Send feedback Top ways to ensure your content performs well in Google's AI experiences on Search Wednesday, May 21, 2025 As a site owner, publisher, or creator, you may be wondering how to best succeed in our AI search experiences, such as AI Overviews and our new AI Mode. The underpinnings of what Google has long advised carries across to these new experiences. Focus on your visitors and provide
May 2022 core update releasing for Google Search | Google Search Central Blog | Google for Developers
Wednesday, May 25, 2022 Several times per year, we make substantial improvements to our overall ranking processes, which we refer to as core updates. Core updates are designed to increase the overall relevancy of our search results and make them more helpful and useful for everyone. Today, we're releasing our May 2022 core update. It will take about 1-2 weeks to fully roll out. Core updates are ch
Welcoming the new Search Console URL Inspection API | Google Search Central Blog | Google for Developers
Monday, January 31, 2022 Today we’re launching the new Google Search Console URL Inspection API, which gives programmatic access to URL-level data for properties you manage in Search Console. The Search Console APIs are a way to access data outside of Search Console, through external applications and products. Developers and SEO tools already use the APIs to build custom solutions to view, add, or
What web creators should know about our March 2024 core update and new spam policies | Google Search Central Blog | Google for Developers
Send feedback What web creators should know about our March 2024 core update and new spam policies Stay organized with collections Save and categorize content based on your preferences. Tuesday, March 5, 2024 Today we announced the March 2024 core update. This is designed to improve the quality of Search by showing less content that feels like it was made to attract clicks, and more content that p
Sitemaps ping endpoint is going away | Google Search Central Blog | Google for Developers
Send feedback Sitemaps ping endpoint is going away Stay organized with collections Save and categorize content based on your preferences. Monday, June 26, 2023 The Sitemaps Protocol was introduced in 2005 to help search engines with the discovery of new URLs, and also to help with scheduling new crawls of already discovered URLs. It's a wildly popular protocol that hasn't changed for over 15 years
An update to how we generate web page titles | Google Search Central Blog | Google for Developers
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【2020年12月21日更新】Google Search Consoleでインデックス登録をリクエストできない…?! コアアップデート…!? - 【ちゃんこめBlog】インド在住OLの雑記ブログ
こんにちは、Kome（@chankomeppy）です。 最近忙しくて全然ブログを更新できていなかったのですが、久々に更新していつも通りGoogle Search Console（グーグルサーチコンソール）にインデックス登録をリクエストしようとしたところ… リクエスト受付停止…!? 初めての経験でしたので、調べてみました。 ▼目次はこちら 「ページの操作が一時的に無効になっています」 リクエスト受付停止の理由は「技術的なアップデート」のため 「技術的なアップデート」とは コアアップデート対策 インデックス登録をリクエストできないとどうなる!? まとめ 追記（2020年12月更新） 「ページの操作が一時的に無効になっています」 上の方に「ページの操作が一時的に無効になっています」というメッセージがあることに気づいた。 その隣に「詳細」とあるので、クリックしてみると、ヘルプの「Data anom
New Search Console Merchant Listings report: expanding eligibility with Product structured data | Google Search Central Blog | Google for Developers
Send feedback New Search Console Merchant Listings report: expanding eligibility with Product structured data Tuesday, September 13, 2022 Google is pleased to announce expanded eligibility for enhanced product experiences in Google Search through the use of Product structured data. These enhanced product experiences were previously only open to Merchant Center users. We're also making it easier to
Our latest update to the quality rater guidelines: E-A-T gets an extra E for Experience | Google Search Central Blog | Google for Developers
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Google Cloud Next Tokyo '24 速報レポート（サイト内の検索コストを大幅削減！日本最大級のデリバリー サービス「出前館」に Vertex AI Search を導入した話） - G-gen Tech Blog
G-gen の堂原です。当記事では、Google Cloud Next Tokyo '24 セッション「サイト内の検索コストを大幅削減！日本最大級のデリバリー サービス「出前館」に Vertex AI Search を導入した話」に関する速報レポートをお届けします。 他の Google Cloud Next Tokyo '24 関連記事は Google Cloud Next Tokyo '24 の記事一覧からご覧いただけます。 概要 会社紹介 Vertex AI Search for Retail 比較検討 導入効果 関連記事 概要 本セッションでは、デリバリーサービス「出前館」の検索エンジンを Vertex AI Search for Retail に移行した際の検証・導入効果について紹介されました。 会社紹介 株式会社出前館様は Web サイトやアプリを通して、料理・食品・日用品の宅配
Analyzing Google Search traffic drops | Google Search Central Blog | Google for Developers
Send feedback Analyzing Google Search traffic drops Stay organized with collections Save and categorize content based on your preferences. Tuesday, July 20, 2021 Suppose you open Search Console and find out that your Google Search traffic dropped. What should you do? A drop in organic Search traffic can happen for several reasons, and most of them can be reversed. But it may not be straightforward
Optimizing website performance with a Search Console bubble chart | Google Search Central Blog | Google for Developers
Send feedback Optimizing website performance with a Search Console bubble chart Stay organized with collections Save and categorize content based on your preferences. Wednesday, April 06, 2022 Analyzing Search performance data is always a challenge, but even more so when you have plenty of long-tail queries, which are harder to visualize and understand. In this post, we'll provide tips to help you
Search Quality Raters Guidelines update | Google Search Central Blog | Google for Developers
Thursday, November 16, 2023 As of November 16, our Search Quality Rater Guidelines have been updated to simplify our guidelines. Specifically, we've simplified the "Needs Met" scale definitions, added more guidance for different kinds of web pages and modern examples including newer content formats such as short form video, removed outdated and redundant examples, and expanded rating guidance for
New in structured data: discussion forum and profile page markup | Google Search Central Blog | Google for Developers
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Crawling December: The how and why of Googlebot crawling | Google Search Central Blog | Google for Developers
You may have heard that Google Search needs to do a bit of work before a web page can show up in Google Search results. One of these steps is called crawling. Crawling for Google Search is done by Googlebot, a program running on Google servers that retrieves a URL and handles things like network errors, redirects, and other small complications that it might encounter as it works its way through th
Image Search with Natural Language Queries | Google Cloud Blog
This post shows how to build an image search utility using natural language queries. Our aim is to use different GCP services to demonstrate this. At the core of our project is OpenAI's CLIP model. It makes use of two encoders - one for images and one for texts. Each encoder is trained to learn representations such that similar images and text embeddings are projected as close as possible. We will
GA4 と Google Search Consoleデータをつなげた分析｜Dentsu Digital Tech Blog
1.概要この記事では、Google Analytics 4（GA4）とGoogle Search Console（GSC）のデータを組み合わせて分析する方法や分析に必要なSQLについて記載します。 GA4のデータ、GSCのデータの結合の仕方や可視化、解釈の仕方の一例としてご覧ください。 なお、分析に際してBigQueryを使用しています。 GA4、GSCデータのBigQuery連携方法は以下ページを参考にしてください 2.GA4 と GSC のデータをつなげてわかることGA4のデータは自社サイト内のパフォーマンス、ユーザー行動を収集しています。 GSCのデータは、自社サイトがGoogleの検索結果として表示されたページ、検索キーワードを収集しています。 大前提として、GA4とGSCのデータは同じユーザーを識別できるデータを持っていません（2024年1月時点）。 そのため、特定の検索キーワー
Crawling December: HTTP caching | Google Search Central Blog | Google for Developers
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Introducing recommendations in Google Search Console | Google Search Central Blog | Google for Developers
Monday, August 05, 2024 We are excited to announce Search Console recommendations, a new feature that provides websites with optimization opportunities and suggests actions they can take to improve their presence on Google Search. Recommendations are based on a variety of Google Search systems data, like indexing, crawling and serving. The data was already available to you on Search Console, but n
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Multimodal generative AI search | Google Cloud Blog