Search Central LiveDeep Dive Europe 2026

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

Topic · Structured data and media

Images

Images were stressed as important on both days: one in six AI Mode searches is multimodal (Day 1), and on Day 2 Google said images and videos drive a large amount of publisher traffic and that an extracted image can appear in web search, Google Images, Discover and AI features. Google finds images through img elements in the HTML (a picture element counts only through the img inside it) and through image sitemaps, cannot index an image without a src, and does not extract CSS background images; to keep images out of results, its documentation names a robots.txt disallow or a noindex X-Robots-Tag header. Alt text should describe the image for someone who cannot see it and can make the image rank for what it names; Google's image guide calls alt the most important attribute for image metadata, while Gary Illyes ranked it below src and said Google uses only three img attributes (said at the event, not in Google's docs). Day 2 confirmed part of Day 1's slide of image signals (resolution, colour and associated text; the list itself is not in Google's docs): the surrounding text is critical context for understanding and ranking an image, which Google's image guide supports. Google supports nearly all popular formats and recommends modern ones such as WebP with small files; Gary Illyes said the AVIF format currently has ingestion hiccups (heard in two independent recordings), although Google's image guide lists AVIF as supported. Day 3 added Discover and Search Console: Google's Discover slides tie click-through to image quality and recommend images at least 1,200 px wide, over 300,000 pixels and 16x9, enabled by max-image-preview:large, with no logos or text-heavy images. Search Console's multimodal search type, rolling out from 24 September 2026, reports searches with Lens, Circle to Search, uploaded images and Chrome's image search, without a query dimension. Google said image results among web results come from its image index, that an image query is searched as embeddings, and that images are indexed in hours to two days on average while changing the image shown with a text result takes 1-2 weeks (said at the event, not in Google's docs). The second recordings added more. On Day 1 Google said the search box is multimodal, that Lens was its answer to young users uploading pictures and expecting answers about them, and that Lens is used by over 1.5 billion people (Google's May 2025 post says every month); for visual search Google breaks an image into vectors and returns results from the index based on them, and Gary Illyes said searching by image or video was not possible before transformers (both said at the event). On Day 2 he said the media indexer attaches each image and video to the URL of the page that hosts it, that Googlebot-Image rules or a disallowed file location keep images out, that noimageindex also stops videos because their thumbnails are images (not in Google's docs), and that max-image-preview:large can make content do surprisingly well in Discover. On AI-generated images Google said the choice is up to the site owner, that Google shows them when users look for them, and that diffusion models are poor at text inside images, so sites should check them for hallucinations and regenerate where needed; Google's image metadata guide supports IPTC digital source types and C2PA details for AI-made images. In Lightning session F a community speaker showed LLM-rewritten alt text going wrong: for a cat anxiety medicine the model described only a cat and a vet, dropping the page's intent, and the site's image performance in Search Console fell; the safer script adds the page title to the image description and is tested on a few URLs first. Author’s view: visual search predates transformers in Google's own history (Google Images 2001, Lens 2017), so the remark is about today's multimodal AI search; and do not set noimageindex on video watch pages.

What to do

  • Put every image that should rank in an img element with a real src (inside picture if you serve several formats); keep CSS backgrounds for decorative images.
  • Write alt text that describes the image for someone who cannot see it, and place a caption or explanatory sentence next to important images.
  • Set max-image-preview:large on indexable templates unless licensing forbids it, and check that no CMS, plug-in or CDN default lowers it.
  • Keep images out of Google with a robots.txt disallow for Googlebot-Image or a noindex X-Robots-Tag header, not with CSS backgrounds.
  • If you serve AVIF, keep a WebP or JPEG file in the img src and offer AVIF through source elements inside picture while the ingestion hiccup Gary Illyes mentioned lasts, then check in Google Images that key images appear.
  • Use original images with descriptive file names, and list images Google may not find in an image sitemap.
  • Track image-led traffic with Search Console's multimodal search type, by page, country and device.
  • Review AI-written alt text before a rollout: test it on a few URLs, and give the model the page's title or intent so the text carries more than what the image shows.
  • Check AI-generated images for garbled text and other hallucinations, and regenerate them where needed.

Day 1: Crawling 11

Shown on screen 2

SlideNot in docsD1-C045

Ranking signals differ by result type: web pages (text, links, passages), images (resolution, colour, associated text), news (freshness, originality, diversity), local (location, type, rating, reviews, hours) and videos (language, text from speech).

Speaker Cherry Prommawin, Gary IllyesIn Day 1, 11:45 · How Search works and where's AI?Evidence slide photo, transcript

  • Repeated by D2-C537 Day 2: The text around an image is critical: Google uses it as context to understand the image and to rank it, so an…
  • Extended by D2-C656 Day 2: Freshness is a signal for queries that deserve fresh results ('query deserves freshness'): when a breaking…
  • Repeated by D3-C142 Day 3: Google's quality talk said ranking signals differ by result type: for web pages they include the text on the…

Said on stage 6

StageD1-C116

Images were stressed as important.

In Day 1 · session not recordedEvidence notes

  • Extended by D2-C523 Day 2: Gary Illyes said images and videos drive a large amount of traffic to publishers.
  • Extended by D2-C525 Day 2: An image Google has extracted can appear almost anywhere Google shows results, including Discover, image…

What Google's documentation says 1

Analysis by the author 2

AnalysisD1-C200

Visual search predates transformers in Google's own history: its Search timeline dates Google Images to 2001 and Google Lens to 2017, the year Google Research published the Transformer, so read the stage remark as being about today's multimodal AI search.

Author Ibrahim AnjroAnnotates Day 1, 11:35 · What's new in the world of Search

AnalysisD1-C117

With one in six AI Mode searches being multimodal, original images with descriptive file names, alt text and captions feed AI answers as well as image search.

Author Ibrahim AnjroAnnotates Day 1 · session not recorded

Things
  • Extended by D2-C525 Day 2: An image Google has extracted can appear almost anywhere Google shows results, including Discover, image…

Day 2: Indexing 52

Shown on screen 2

SlideConfirmed by docsD2-C087

The max-image-preview rule sets the maximum size of a page's image previews: none shows no preview, standard a default-sized one and large the largest possible, for example in Discover.

Speaker John MuellerIn Day 2, 10:30 · Controlling indexingEvidence slide photo, transcript

Used byrequirement DEV-IDX-04glossary term max-image-preview

SlideConsistent with docsD2-C104

To be as visible as possible in Google, John Mueller's closing slide recommended the robots rules max-image-preview:large and max-snippet:-1.

“To be as visible as possible in Google, use: max-image-preview:large, max-snippet:-1”

Wording checked against the slide or recording

Speaker John MuellerIn Day 2, 10:30 · Controlling indexingEvidence slide photo, video, transcript

Used byrequirement DEV-IDX-04

Said on stage 40

StageConsistent with docsD2-C089

max-image-preview:large matters mainly in Discover, where it allows a large image that draws people's attention, so the rule can make a page more visible than leaving it out, John Mueller said.

Speaker John MuellerIn Day 2, 10:30 · Controlling indexingEvidence transcript

  • Repeated by D2-C936 Day 2: Setting the max-image-preview robots meta tag to large can make content perform surprisingly well in…
  • Extended by D3-C224 Day 3: Google's Discover slide recommended large images at least 1,200 px wide, with more than 300,000 total pixels…
StageConfirmed by docsD2-C099

The noimageindex rule tells Google not to index any of the images on the page, and John Mueller said he could not see why a site would want that.

Speaker John MuellerIn Day 2, 10:30 · Controlling indexingEvidence transcript

Used byrequirement DEV-IDX-09

  • Repeated by D2-C934 Day 2: The noimageindex robots meta tag tells Google not to index the images on the page.
StageConsistent with docsD2-C446

The 'gold nuggets' that Google's feature extraction step pulls out of a page's HTML are structured data (such as JSON-LD), images and videos.

Speaker Gary IllyesIn Day 2, 13:30 · Finding the gold nuggets: structured data, media, and more!Evidence transcript

  • Extended by D3-C323 Day 3: Most of Google's search features need nothing extra from the site owner; Google generates them from what it…
StageConsistent with docsD2-C447

For images, Google's feature extraction takes the img element with its src and other attributes, including inline images, and passes them on to Google's image indexing service.

Speaker Gary IllyesIn Day 2, 13:30 · Finding the gold nuggets: structured data, media, and more!Evidence transcript

  • Repeated by D2-C524 Day 2: Google extracts images and videos from the page's document object model (DOM), and finds images with a fairly…
StageConsistent with docsD2-C524

Google extracts images and videos from the page's document object model (DOM), and finds images with a fairly standard HTML parser that looks for img elements.

Speaker Gary IllyesIn Day 2, 13:50 · Using images to your advantage and Engaging Search users with videosEvidence transcript

Used byrequirement DEV-IMG-01

  • Repeats D2-C447 Day 2: For images, Google's feature extraction takes the img element with its src and other attributes, including…
StageConsistent with docsD2-C525

An image Google has extracted can appear almost anywhere Google shows results, including Discover, image search, web search and AI features, so its potential reach is immense.

Speaker Gary IllyesIn Day 2, 13:50 · Using images to your advantage and Engaging Search users with videosEvidence transcript

Things

Used byrequirement DEV-IMG-03

  • Extends D1-C116 Day 1: Images were stressed as important.
  • Extends D1-C117 Day 1: With one in six AI Mode searches being multimodal, original images with descriptive file names, alt text and…
  • Extended by D3-C319 Day 3: Image results shown among web results come from Google's image index and are roughly the same images that…
StageConsistent with docsD2-C537

The text around an image is critical: Google uses it as context to understand the image and to rank it, so an alt attribute alone is not enough.

Speaker Gary IllyesIn Day 2, 13:50 · Using images to your advantage and Engaging Search users with videosEvidence transcript

Used byrequirement DEV-IMG-03

  • Repeats D1-C045 Day 1: Ranking signals differ by result type: web pages (text, links, passages), images (resolution, colour…
  • Extended by D2-C950 Day 2: Because not every generated alt text can be checked by hand, a community speaker's safer script adds the page…
StageConfirmed by docsD2-C931

Googlebot-Image and Googlebot-Video are the Google crawlers that fetch images and videos, and robots.txt rules addressed to their user agent tokens control how Google indexes a site's images and videos.

Speaker Gary IllyesIn Day 2, 13:50 · Using images to your advantage and Engaging Search users with videosEvidence transcript

Used byrequirement DEV-IMG-06glossary term Googlebot-Image and Googlebot-Video

StageConfirmed by docsD2-C932

If robots.txt disallows the location of an image or video file, Google does not index that image or video.

Speaker Gary IllyesIn Day 2, 13:50 · Using images to your advantage and Engaging Search users with videosEvidence transcript

Used byrequirements DEV-IMG-06, DEV-VID-06glossary term Googlebot-Image and Googlebot-Video

StageConfirmed by docsD2-C934

The noimageindex robots meta tag tells Google not to index the images on the page.

Speaker Gary IllyesIn Day 2, 13:50 · Using images to your advantage and Engaging Search users with videosEvidence transcript

Used byrequirement DEV-IDX-09glossary term noimageindex

  • Repeats D2-C099 Day 2: The noimageindex rule tells Google not to index any of the images on the page, and John Mueller said he could…
StageConsistent with docsD2-C936

Setting the max-image-preview robots meta tag to large can make content perform surprisingly well in Discover, Gary Illyes said.

Speaker Gary IllyesIn Day 2, 13:50 · Using images to your advantage and Engaging Search users with videosEvidence transcript

Used byrequirement DEV-IDX-04

  • Repeats D2-C089 Day 2: max-image-preview:large matters mainly in Discover, where it allows a large image that draws people's…
  • Repeated by D3-C224 Day 3: Google's Discover slide recommended large images at least 1,200 px wide, with more than 300,000 total pixels…
StageConsistent with docsD2-C941

Sites that use AI-generated images or videos should make sure they work for users, check them for hallucinations and regenerate them where needed.

Speaker Gary IllyesIn Day 2, 13:50 · Using images to your advantage and Engaging Search users with videosEvidence transcript

Used byrequirements DEV-IMG-08, DEV-SPM-05

  • Extended by D3-C700 Day 3: Google's closing slide said to use AI responsibly because AI hallucinates, and, especially when creating…
StageD2-C947

In a community speaker's case, an LLM asked to write alt text for a product image of a veterinary anxiety medicine for cats described only what it could see, a cat and a veterinarian, and dropped the stress, anxiety and medical-treatment intent of the page.

Speaker not identifiedIn Day 2, 14:00 · Lightning session F: MediaEvidence transcript

  • Extends D2-C462 Day 2: Google's guidance on generative AI content warns that AI output can contain hallucinations and says…
StageConsistent with docsD2-C950

Because not every generated alt text can be checked by hand, a community speaker's safer script adds the page title to the LLM's image description, so the alt text carries the page's intent and not only what the image shows.

Speaker not identifiedIn Day 2, 14:00 · Lightning session F: MediaEvidence transcript

Used byrequirement DEV-IMG-02

  • Extends D2-C537 Day 2: The text around an image is critical: Google uses it as context to understand the image and to rank it, so an…
StageD2-C951

A community speaker named the limits of the title-based alt-text script: it rewrites only the hero image, assumes the page title states the user's intent, had been tested in only one language or market, and runs on the free Gemini model.

Speaker not identifiedIn Day 2, 14:00 · Lightning session F: MediaEvidence transcript

Things
StageD2-C952

A community speaker warned that articles still recommend rewriting alt text with AI, called AI a tool, and said that adopting such new AI implementations without applying existing SEO knowledge can damage ranking performance.

Speaker not identifiedIn Day 2, 14:00 · Lightning session F: MediaEvidence transcript

  • Extends D2-C462 Day 2: Google's guidance on generative AI content warns that AI output can contain hallucinations and says…

What Google's documentation says 5

DocsSourceD2-C529

Google's documented ways to keep a site's images out of search results are a robots.txt disallow rule (for example for Googlebot-Image) or a noindex X-Robots-Tag HTTP header, with the Removals tool for emergencies.

Publisher Google Search CentralAnnotates Day 2, 13:50 · Using images to your advantage and Engaging Search users with videos

Used byrequirements DEV-IDX-03, DEV-IMG-06glossary term X-Robots-Tag

DocsSourceD2-C534

Google's image SEO guide calls alt text the most important attribute for providing more metadata about an image, and says Google uses it together with computer vision and the page content to understand the image.

“The most important attribute when it comes to providing more metadata for an image is the alt text”

Publisher Google Search CentralAnnotates Day 2, 13:50 · Using images to your advantage and Engaging Search users with videos

Used byrequirement DEV-IMG-02

DocsSourceD2-C543

Google's image SEO guide lists AVIF among the supported image formats (with BMP, GIF, JPEG, PNG, WebP and SVG), and Google announced in August 2024 that AVIF files need nothing special to be indexed.

Publisher Google Search Central, Search Central blog (30 August 2024)Annotates Day 2, 13:50 · Using images to your advantage and Engaging Search users with videos

Used byrequirement DEV-IMG-05

DocsSourceD2-C943

Google's image metadata guide says Google Images supports the IPTC Digital Source Type values for algorithmically created images, such as trainedAlgorithmicMedia, and can show C2PA details in 'About this image', such as whether an image was created or edited with AI tools.

Publisher Google Search CentralAnnotates Day 2, 13:50 · Using images to your advantage and Engaging Search users with videos

Used byrequirement DEV-IMG-08

Analysis by the author 5

AnalysisD2-C530

Hiding an image as a CSS background is a fragile way to keep it out of Google: it only stops extraction from that page, so the same image URL used in an img element elsewhere or listed in a sitemap can still be indexed; the documented robots.txt or noindex X-Robots-Tag methods are the reliable route.

Author Ibrahim AnjroAnnotates Day 2, 13:50 · Using images to your advantage and Engaging Search users with videos

Used byrequirement DEV-IMG-06

AnalysisD2-C545

While the AVIF ingestion hiccup Gary Illyes mentioned lasts, serve AVIF only through source elements inside picture and keep a WebP or JPEG file in the img src, which is the URL Google extracts, even though Google's documentation lists AVIF as supported; then check in Google Images that key images appear.

Author Ibrahim AnjroAnnotates Day 2, 13:50 · Using images to your advantage and Engaging Search users with videos

Used byrequirement DEV-IMG-05

Day 3: Serving: Ranking, Search Console, and Performance 24

Shown on screen 6

SlideConfirmed by docsD3-C224

Google's Discover slide recommended large images at least 1,200 px wide, with more than 300,000 total pixels and a 16x9 aspect ratio, enabled by the max-image-preview:large setting.

Speaker GoogleIn Day 3, 11:45 · Uncovering Trustworthy Experiences on DiscoverEvidence slide photo

Used byrequirements DEV-IDX-04, DEV-IMG-07

  • Extends D2-C089 Day 2: max-image-preview:large matters mainly in Discover, where it allows a large image that draws people's…
  • Repeats D2-C936 Day 2: Setting the max-image-preview robots meta tag to large can make content perform surprisingly well in…
SlideConsistent with docsD3-C226

Google's Discover slide said images are subject to the same policy requirements as the content and that misleading, exaggerated or outrageous images should be avoided.

Speaker GoogleIn Day 3, 11:45 · Uncovering Trustworthy Experiences on DiscoverEvidence slide photo

Things

Used byrequirement DEV-IMG-07

SlideConfirmed by docsD3-C454

Google's Search Console talk presented multimodal search reporting as its fifth and newest launch, under a 'Hot from the oven' badge.

“5. Multimodal search reporting”

Wording checked against the slide or recording

Speaker Ariel KroszynskiIn Day 3, 13:55 · Inside Search Console: What’s New & How to Use ItEvidence slide photo, transcript

Said on stage 14

StageNot in docsD3-C311

Google handles an image used as a search query much like a text query interpreted as an embedding: the image is broken down into vectors (embeddings) that are then searched for in the index.

Speaker Gary IllyesIn Day 3, 13:25 · How Search results are bornEvidence transcript

  • Extends D2-C740 Day 2: Besides posting lists, Google can retrieve documents through vector embeddings: parts of documents are…
  • Repeats D1-C224 Day 1: For visual search, Google breaks an image down into vectors, sends the vectors to the index and returns…
StageConfirmed by docsD3-C458

Multimodal searches reported in Search Console include searches with Google Lens, Circle to Search on Android, images uploaded to Google Search and Chrome's right-click search on an image.

Speaker Ariel KroszynskiIn Day 3, 13:55 · Inside Search Console: What’s New & How to Use ItEvidence transcript

Used byrequirement DEV-MON-07glossary term Multimodal search type

StageConsistent with docsD3-C459

To see multimodal traffic in the Search Console Performance report, select the multimodal search type instead of the default text-based one.

Speaker Ariel KroszynskiIn Day 3, 13:55 · Inside Search Console: What’s New & How to Use ItEvidence transcript

Used byrequirement DEV-MON-07glossary term Multimodal search type

StageConsistent with docsD3-C461

In a demo, asking Chrome about an image on a web page opened a side panel of visual matches, one of which was on Google's developers site and led on to more information about Search Console; Google described this as the full flow of the multimodal traffic now reported.

Speaker Ariel KroszynskiIn Day 3, 13:55 · Inside Search Console: What’s New & How to Use ItEvidence transcript

StageNot in docsD3-C649

Google tries to index images from news sites much faster than usual, which lowers the average image indexing time (the reading 'news sites' is likely but not certain).

Speaker Gary IllyesIn Day 3, 15:45 · How long does it take to..?Evidence transcript

What Google's documentation says 2

DocsSourceD3-C227

Google's Discover documentation says to specify the large image with schema.org markup or the og:image meta tag, which can influence the thumbnail Discover chooses, and that a vertical image cropped to 16x9 must keep its important details.

Publisher Google Search CentralAnnotates Day 3, 11:45 · Uncovering Trustworthy Experiences on Discover

Used byrequirement DEV-IMG-07

DocsSourceD3-C465

Google's announcement of 24 September 2026 says multimodal search data appears both in the Performance report for Search results and in the generative AI performance report, can be exported, and began rolling out globally that day.

Publisher Search Central blog (24 September 2026)Annotates Day 3, 13:55 · Inside Search Console: What’s New & How to Use It

Used byrequirement DEV-MON-07glossary terms Generative AI performance report, Multimodal search type

Analysis by the author 2

AnalysisD3-C230

For Discover, set max-image-preview:large on article templates, give every article a relevant image at least 1,200 px wide in og:image or schema.org markup that is neither the site logo nor text-heavy, and show clear bylines and dates.

Author Ibrahim AnjroAnnotates Day 3, 11:45 · Uncovering Trustworthy Experiences on Discover

Used byrequirement DEV-IMG-07

Across days and sessions 23

  1. Stage D1-C199 Day 1 · What's new in the world of Search

    Gary Illyes said searching by image or by video, as Search offers it today, was not possible before transformers were invented.

    extends
    Stage D1-C161 Day 1 · Welcome and opening keynotes

    Google said it created the Transformer architecture (the paper 'Attention Is All You Need', the T in ChatGPT) and published it to move the industry forward, competitors included.

  2. Stage D2-C523 Day 2 · Using images to your advantage and Engaging Search users with videos

    Gary Illyes said images and videos drive a large amount of traffic to publishers.

    extends
    Stage D1-C116 Day 1 · session not recorded

    Images were stressed as important.

  3. Stage D2-C525 Day 2 · Using images to your advantage and Engaging Search users with videos

    An image Google has extracted can appear almost anywhere Google shows results, including Discover, image search, web search and AI features, so its potential reach is immense.

    extends
    Stage D1-C116 Day 1 · session not recorded

    Images were stressed as important.

  4. Stage D2-C525 Day 2 · Using images to your advantage and Engaging Search users with videos

    An image Google has extracted can appear almost anywhere Google shows results, including Discover, image search, web search and AI features, so its potential reach is immense.

    extends
    Analysis D1-C117 Day 1 · session not recorded

    With one in six AI Mode searches being multimodal, original images with descriptive file names, alt text and captions feed AI answers as well as image search.

  5. Stage D2-C656 Day 2 · Calculating (some) signals

    Freshness is a signal for queries that deserve fresh results ('query deserves freshness'): when a breaking event hits a city, such as possible closure of Barcelona's airport, users want really fresh results, not results from two weeks ago.

    extends
    Slide D1-C045 Day 1 · How Search works and where's AI?

    Ranking signals differ by result type: web pages (text, links, passages), images (resolution, colour, associated text), news (freshness, originality, diversity), local (location, type, rating, reviews, hours) and videos (language, text from speech).

  6. Stage D2-C930 Day 2 · Using images to your advantage and Engaging Search users with videos

    Google's media indexer processes the images and videos that feature extraction passes to it and attaches them to the URL of the page that hosts them.

    extends
    Stage D2-C448 Day 2 · Finding the gold nuggets: structured data, media, and more!

    For videos, Google's feature extraction takes the video itself and the data around it, to get a better sense of what happens in the video, and passes them to Google's media indexing engine.

  7. Stage D2-C947 Day 2 · Lightning session F: Media

    In a community speaker's case, an LLM asked to write alt text for a product image of a veterinary anxiety medicine for cats described only what it could see, a cat and a veterinarian, and dropped the stress, anxiety and medical-treatment intent of the page.

    extends
    Docs D2-C462 Day 2 · What is Structured Data and why we need it on the internet.

    Google's guidance on generative AI content warns that AI output can contain hallucinations and says AI-generated metadata, including structured data and image alt text, should be fact-checked before publishing and the markup validated.

  8. Stage D2-C950 Day 2 · Lightning session F: Media

    Because not every generated alt text can be checked by hand, a community speaker's safer script adds the page title to the LLM's image description, so the alt text carries the page's intent and not only what the image shows.

    extends
    Stage D2-C537 Day 2 · Using images to your advantage and Engaging Search users with videos

    The text around an image is critical: Google uses it as context to understand the image and to rank it, so an alt attribute alone is not enough.

  9. Stage D2-C952 Day 2 · Lightning session F: Media

    A community speaker warned that articles still recommend rewriting alt text with AI, called AI a tool, and said that adopting such new AI implementations without applying existing SEO knowledge can damage ranking performance.

    extends
    Docs D2-C462 Day 2 · What is Structured Data and why we need it on the internet.

    Google's guidance on generative AI content warns that AI output can contain hallucinations and says AI-generated metadata, including structured data and image alt text, should be fact-checked before publishing and the markup validated.

  10. Slide D3-C224 Day 3 · Uncovering Trustworthy Experiences on Discover

    Google's Discover slide recommended large images at least 1,200 px wide, with more than 300,000 total pixels and a 16x9 aspect ratio, enabled by the max-image-preview:large setting.

    extends
    Stage D2-C089 Day 2 · Controlling indexing

    max-image-preview:large matters mainly in Discover, where it allows a large image that draws people's attention, so the rule can make a page more visible than leaving it out, John Mueller said.

  11. Stage D3-C311 Day 3 · How Search results are born

    Google handles an image used as a search query much like a text query interpreted as an embedding: the image is broken down into vectors (embeddings) that are then searched for in the index.

    extends
    Stage D2-C740 Day 2 · How does the index look like?

    Besides posting lists, Google can retrieve documents through vector embeddings: parts of documents are associated with embeddings, which form a vector space used for retrieval.

  12. Stage D3-C319 Day 3 · How Search results are born

    Image results shown among web results come from Google's image index and are roughly the same images that Google Images shows for the same query.

    extends
    Stage D2-C525 Day 2 · Using images to your advantage and Engaging Search users with videos

    An image Google has extracted can appear almost anywhere Google shows results, including Discover, image search, web search and AI features, so its potential reach is immense.

  13. Stage D3-C323 Day 3 · How Search results are born

    Most of Google's search features need nothing extra from the site owner; Google generates them from what it extracted from the page during indexing.

    extends
    Stage D2-C446 Day 2 · Finding the gold nuggets: structured data, media, and more!

    The 'gold nuggets' that Google's feature extraction step pulls out of a page's HTML are structured data (such as JSON-LD), images and videos.

  14. Stage D3-C562 Day 3 · Mastering the messy middle

    Google's research also counted easy access as part of AI's ease benefit: multimodal input, such as taking pictures, and low friction lower the barrier to entry.

    extends
    Slide D1-C018 Day 1 · What's new in the world of Search

    One in six AI Mode searches is multimodal, using voice or images.

  15. Stage D3-C688 Day 3 · Wrapping all up: AI, Search, and making sense of everything.

    Generative models, including image diffusion models, make things up when they lack information or because of issues in their training.

    extends
    Stage D2-C939 Day 2 · Using images to your advantage and Engaging Search users with videos

    The diffusion models that generate images were built to generate images, not text, so they are typically poor at rendering text inside an image.

  16. Slide D3-C700 Day 3 · Wrapping all up: AI, Search, and making sense of everything.

    Google's closing slide said to use AI responsibly because AI hallucinates, and, especially when creating content briefs with AI, to make sure not to add to the sea of AI slop already flooding the internet.

    extends
    Stage D2-C941 Day 2 · Using images to your advantage and Engaging Search users with videos

    Sites that use AI-generated images or videos should make sure they work for users, check them for hallucinations and regenerate them where needed.

  17. Stage D2-C524 Day 2 · Using images to your advantage and Engaging Search users with videos

    Google extracts images and videos from the page's document object model (DOM), and finds images with a fairly standard HTML parser that looks for img elements.

    repeats
    Stage D2-C447 Day 2 · Finding the gold nuggets: structured data, media, and more!

    For images, Google's feature extraction takes the img element with its src and other attributes, including inline images, and passes them on to Google's image indexing service.

  18. Stage D2-C537 Day 2 · Using images to your advantage and Engaging Search users with videos

    The text around an image is critical: Google uses it as context to understand the image and to rank it, so an alt attribute alone is not enough.

    repeats
    Slide D1-C045 Day 1 · How Search works and where's AI?

    Ranking signals differ by result type: web pages (text, links, passages), images (resolution, colour, associated text), news (freshness, originality, diversity), local (location, type, rating, reviews, hours) and videos (language, text from speech).

  19. Stage D2-C934 Day 2 · Using images to your advantage and Engaging Search users with videos

    The noimageindex robots meta tag tells Google not to index the images on the page.

    repeats
    Stage D2-C099 Day 2 · Controlling indexing

    The noimageindex rule tells Google not to index any of the images on the page, and John Mueller said he could not see why a site would want that.

  20. Stage D2-C936 Day 2 · Using images to your advantage and Engaging Search users with videos

    Setting the max-image-preview robots meta tag to large can make content perform surprisingly well in Discover, Gary Illyes said.

    repeats
    Stage D2-C089 Day 2 · Controlling indexing

    max-image-preview:large matters mainly in Discover, where it allows a large image that draws people's attention, so the rule can make a page more visible than leaving it out, John Mueller said.

  21. Stage D3-C142 Day 3 · How Google thinks about Quality

    Google's quality talk said ranking signals differ by result type: for web pages they include the text on the page, links and passages, while for news, probably, freshness, diversity and originality become more important.

    repeats
    Slide D1-C045 Day 1 · How Search works and where's AI?

    Ranking signals differ by result type: web pages (text, links, passages), images (resolution, colour, associated text), news (freshness, originality, diversity), local (location, type, rating, reviews, hours) and videos (language, text from speech).

  22. Slide D3-C224 Day 3 · Uncovering Trustworthy Experiences on Discover

    Google's Discover slide recommended large images at least 1,200 px wide, with more than 300,000 total pixels and a 16x9 aspect ratio, enabled by the max-image-preview:large setting.

    repeats
    Stage D2-C936 Day 2 · Using images to your advantage and Engaging Search users with videos

    Setting the max-image-preview robots meta tag to large can make content perform surprisingly well in Discover, Gary Illyes said.

  23. Stage D3-C311 Day 3 · How Search results are born

    Google handles an image used as a search query much like a text query interpreted as an embedding: the image is broken down into vectors (embeddings) that are then searched for in the index.

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    Stage D1-C224 Day 1 · How Search works and where's AI?

    For visual search, Google breaks an image down into vectors, sends the vectors to the index and returns results based on them.

Built on these claims 15

Developer requirements 15

Sources 23