Search Central LiveDeep Dive Europe 2026

Knowledge base v2.13.0 · Community edition · data through 2 October 2026

Topic · The state of Search

How Search is evolving

Google frames Search as never finished, driven by closed platforms, new user preferences and AI, with the stated goal of making it effortless to find helpful information. Day 2 traced the same change in the web and the results page: the web moved from plain, semantic HTML to pages built with JavaScript, and results moved from ten blue links to feature- and media-rich results because users wanted more, which extends Day 1's principle that the results page will evolve. Google also said AI Overviews and AI Mode launched as fairly text-heavy answers and have become more structured, with more images and tables, for the same reason (said at the event, not in Google's docs). A Google Trends chart showed worldwide search interest in AI rising sharply in the two to three years to mid-2025, and Google said it has climbed far higher since (not in Google's docs). Day 3 told the longer story: Google began in 1995 as BackRub, a Stanford project by Larry Page and Sergey Brin built on PageRank, and its first index in 1998 held 26 million pages, Google's own figure (25 million was said on stage). Google gave three reasons why Search keeps changing, new content formats, the growing breadth of the web and content issues such as spam (said at the event), all with the goal of satisfying users' information needs; universal search (May 2007) and exploration features such as People Also Ask followed changes in what users wanted (also said at the event). The closing talk said SEO is not dead: each change, from the Florida update in 2003 to Web Guide, a Search Labs experiment that groups results by aspects of the query, brings new opportunities. A second recording of Day 1 added the opening keynote by Lino Cattaruzzi: he called this probably the most exciting time in the history of the web and of search, named three drivers of change (AI as a profound inflection point, like mobile and social media before it; content that is instant, engaging and interactive, with user-generated content engaging young audiences most; and information quality as a core focus across Search, YouTube and Discover), and called AI-powered search the new reality of Google Search; an audio recording of the keynote added Google's claim that YouTube has surpassed Netflix as the number one streaming service, in the US and around the world. Author’s view: YouTube publishes its lead as US streaming watch time measured by Nielsen, and no published Google source backs 'around the world', so cite it that way. Google said it has made the biggest change to its search box in 25 years, an intelligent, multimodal box that takes text, speech or images and expands for long queries, and that even the ten blue links were settled only after millions of experiments (said at the event). Gary Illyes said 30 years of helping users complete their journeys has made them search more, not less, that Gen Z is a very large part of Search's users and searches differently, for example with images, and that searchers no longer have to 'speak machine'. Community speakers on Day 1 argued that search no longer happens in one place and that people increasingly hand remembering, comparing and even deciding over to search tools.

What to do

  • Plan for results and AI answers that use images, tables and other structured elements, and supply media and markup where they fit the content.
  • Use Google Trends to see how interest in your own topics has shifted over the years, reading the line as a share of all searches, not as volume.

Day 1: Crawling 26

Shown on screen 4

SlideD1-C001

The keynote showed a slide quoting Elizabeth Reid (VP, Search) saying Search is never a solved problem because the internet and the world keep changing.

“Search is never a solved problem. Old challenges evolve and new challenges are constantly popping up — because the internet and the world are always changing.”

Wording checked against the slide or recording

Speaker Lino CattaruzziIn Day 1, 11:00 · Welcome and opening keynotesEvidence slide photo, transcript

  • Extended by D1-C182 Day 1: Gary Illyes said that in about 30 years of web search, helping users complete their journeys has made them…
SlideD1-C002

Google named three forces driving the evolution of Search: new platforms (closed-garden apps taking information needs from the open web), new user preferences (personalised, authentic, visual, easy-to-parse content) and new technologies (AI and ML).

Speaker Lino CattaruzziIn Day 1, 11:00 · Welcome and opening keynotesEvidence slide photo, transcript

Said on stage 21

StageD1-C146

The keynote named AI as the first of three drivers of change in Search: like mobile and social media before it, AI will change the way users search, and the keynote called it a profound inflection point for the industry, to be handled responsibly together with the ecosystem.

Speaker Lino CattaruzziIn Day 1, 11:00 · Welcome and opening keynotesEvidence transcript

StageNot in docsD1-C158

Google said that even the classic ten-blue-links layout was settled only after millions of experiments, as part of using as much data as possible for product decisions.

Speaker Lino CattaruzziIn Day 1, 11:00 · Welcome and opening keynotesEvidence transcript

  • Extended by D2-C452 Day 2: Search results have moved from ten blue links to feature-rich, media-rich results because users wanted more.
  • Extended by D3-C147 Day 3: Google's quality talk said that at any moment thousands of Search experiments are probably running.
StageConsistent with docsD1-C497

Google said YouTube has surpassed Netflix as the number one streaming service, in the US and around the world.

Speaker Lino CattaruzziIn Day 1, 11:00 · Welcome and opening keynotesEvidence transcript

Things
  • Extended by D1-C498 Day 1: Cite YouTube's lead as US streaming watch time measured by Nielsen: that is the figure YouTube publishes, and…
StageD1-C182

Gary Illyes said that in about 30 years of web search, helping users complete their journeys has made them search more, not less, unlike a product whose problem is solved once and for all.

Speaker Gary IllyesIn Day 1, 11:35 · What's new in the world of SearchEvidence transcript

  • Extends D1-C001 Day 1: The keynote showed a slide quoting Elizabeth Reid (VP, Search) saying Search is never a solved problem…

Analysis by the author 1

AnalysisD1-C498

Cite YouTube's lead as US streaming watch time measured by Nielsen: that is the figure YouTube publishes, and no published Google source backs the keynote's 'around the world'.

Author Ibrahim AnjroAnnotates Day 1, 11:00 · Welcome and opening keynotes

Things
  • Extends D1-C497 Day 1: Google said YouTube has surpassed Netflix as the number one streaming service, in the US and around the world.

Day 2: Indexing 6

Said on stage 6

StageD2-C452

Search results have moved from ten blue links to feature-rich, media-rich results because users wanted more.

Speaker Ryan LeveringIn Day 2, 13:35 · What is Structured Data and why we need it on the internet.Evidence transcript

  • Extends D1-C011 Day 1: Ecosystem principle 2, the SERP will evolve: besides organic links and ads, it will hold other elements such…
  • Extends D1-C158 Day 1: Google said that even the classic ten-blue-links layout was settled only after millions of experiments, as…
StageNot in docsD2-C453

AI Overviews and AI Mode launched as fairly text-heavy answers with little image content and few tables, and they have become more structured over time because that is what users want.

Speaker Ryan LeveringIn Day 2, 13:35 · What is Structured Data and why we need it on the internet.Evidence transcript

  • Extends D1-C011 Day 1: Ecosystem principle 2, the SERP will evolve: besides organic links and ads, it will hold other elements such…

Day 3: Serving: Ranking, Search Console, and Performance 33

Shown on screen 2

SlideNot in docsD3-C243

Google's slide said that as content formats and types become more widespread, search users might start looking for them, and if enough people become interested Google might launch one or more Search features for those formats.

Speaker GoogleIn Day 3, 12:00 · What are quality updatesEvidence slide photo, transcript

Said on stage 22

StageConsistent with docsD3-C231

Google began as a Stanford research project in 1995: Larry Page and Sergey Brin built a search engine on an algorithm they invented, PageRank, and called the engine BackRub.

Speaker GoogleIn Day 3, 12:00 · What are quality updatesEvidence transcript

Things

Used byglossary term PageRank and BackRub

StageConsistent with docsD3-C250

Every kind of Search update, whether a feature launch, a core update or a spam update, has the same goal: satisfying users' information needs with better results.

Speaker GoogleIn Day 3, 12:00 · What are quality updatesEvidence slide photo, transcript

StageConsistent with docsD3-C707

Google presented Web Guide as an alternative to AI Mode: it groups the search results into categories with a short summary for each, while the classic text results remain.

Speaker Gary IllyesIn Day 3, 16:00 · Wrapping all up: AI, Search, and making sense of everything.Evidence transcript

Things

Used byglossary term Web Guide

What Google's documentation says 6

DocsSourceD3-C712

Google's July 2025 blog post introduced Web Guide as a Search Labs experiment that uses a custom version of Gemini and a query fan-out technique to group web links by aspects of the query.

Publisher Google blog (24 July 2025)Annotates Day 3, 16:00 · Wrapping all up: AI, Search, and making sense of everything.

Used byglossary term Web Guide

Analysis by the author 3

AnalysisD3-C114

Of the two updates named on stage as letting Google see past a site's facade, only Panda targeted content quality; Penguin targeted link spam, and both have been part of Google's core ranking systems since 2015 and 2016, so neither runs as a separate system today.

Author Ibrahim AnjroAnnotates Day 3, 10:45 · Lightning session K: Facets of quality

AnalysisD3-C308

Google's 2007 launch post explained universal search by the growing number of separate search tools and traced it to a 2001 results-page mockup; the 2005-2006 image-seeking queries named on stage are a further motivation the post does not mention, and they predate the May 2007 launch.

Author Ibrahim AnjroAnnotates Day 3, 13:25 · How Search results are born

Across days and sessions 7

  1. Stage D1-C182 Day 1 · What's new in the world of Search

    Gary Illyes said that in about 30 years of web search, helping users complete their journeys has made them search more, not less, unlike a product whose problem is solved once and for all.

    extends
    Slide D1-C001 Day 1 · Welcome and opening keynotes

    The keynote showed a slide quoting Elizabeth Reid (VP, Search) saying Search is never a solved problem because the internet and the world keep changing.

  2. Stage D1-C187 Day 1 · What's new in the world of Search

    Google presented the intelligent search box as one of its recent Search launches; it accepts long queries and keeps expanding to make room for them.

    extends
    Stage D1-C150 Day 1 · Welcome and opening keynotes

    Google said it has made the biggest change to its search box in the last 25 years.

  3. Analysis D1-C498 Day 1 · Welcome and opening keynotes

    Cite YouTube's lead as US streaming watch time measured by Nielsen: that is the figure YouTube publishes, and no published Google source backs the keynote's 'around the world'.

    extends
    Stage D1-C497 Day 1 · Welcome and opening keynotes

    Google said YouTube has surpassed Netflix as the number one streaming service, in the US and around the world.

  4. Stage D2-C452 Day 2 · What is Structured Data and why we need it on the internet.

    Search results have moved from ten blue links to feature-rich, media-rich results because users wanted more.

    extends
    Slide D1-C011 Day 1 · Welcome and opening keynotes

    Ecosystem principle 2, the SERP will evolve: besides organic links and ads, it will hold other elements such as videos and cards.

  5. Stage D2-C452 Day 2 · What is Structured Data and why we need it on the internet.

    Search results have moved from ten blue links to feature-rich, media-rich results because users wanted more.

    extends
    Stage D1-C158 Day 1 · Welcome and opening keynotes

    Google said that even the classic ten-blue-links layout was settled only after millions of experiments, as part of using as much data as possible for product decisions.

  6. Stage D2-C453 Day 2 · What is Structured Data and why we need it on the internet.

    AI Overviews and AI Mode launched as fairly text-heavy answers with little image content and few tables, and they have become more structured over time because that is what users want.

    extends
    Slide D1-C011 Day 1 · Welcome and opening keynotes

    Ecosystem principle 2, the SERP will evolve: besides organic links and ads, it will hold other elements such as videos and cards.

  7. Stage D3-C147 Day 3 · How Google thinks about Quality

    Google's quality talk said that at any moment thousands of Search experiments are probably running.

    extends
    Stage D1-C158 Day 1 · Welcome and opening keynotes

    Google said that even the classic ten-blue-links layout was settled only after millions of experiments, as part of using as much data as possible for product decisions.

Sources 12