AI Mode is no longer the old SGE experiment
The earlier version of this article used the name Search Generative Experience (SGE). That terminology is now outdated. Google's current Search experiences include AI Overviews and AI Mode, alongside the familiar web results, images, videos, local results and other Search features.
Google describes AI Mode as particularly useful for complex questions, exploration and comparisons. It can use a technique Google calls query fan-out, where multiple related searches are issued across subtopics and data sources before a response is assembled with supporting links.
Travel planning with AI Mode and traditional Search
This video was recorded in 2025, so some labels and interfaces have changed. The underlying comparison remains useful: one workflow starts from individual results and websites, while the other can synthesize a broader answer and support follow-up questions.
Traditional Search and AI Mode solve different parts of the search journey
| Task | Traditional / classic results | AI Mode |
|---|---|---|
| Go to a known website | Very direct for navigational searches | Usually unnecessary for a simple destination |
| Find several independent sources | Easy to scan and open sources individually | Provides supporting links inside a synthesized response |
| Complex comparison | Often requires several searches and tabs | Designed for multi-part questions, reasoning and follow-up exploration |
| Quick factual lookup | Can be fastest when Search already has a direct result | Can add explanation when the question needs context |
| Continue with follow-up questions | Usually start another search | Conversational follow-ups are a core part of the experience |
| Evaluate a source yourself | Source selection is more visible from the start | Open the supporting links and verify important claims rather than relying only on the generated summary |
AI Overviews and AI Mode are related, but they are not the same experience
AI Overviews
AI-generated overviews can appear on a normal Google results page when Google's systems determine that an overview adds value. They provide a summary plus links for further exploration.
AI Mode
AI Mode is a more conversational search experience for deeper exploration, complex comparisons and follow-up questions, with supporting web links included in the response.
In 2026 Google also continued to bring these experiences closer together, making it easier to move from a normal results page or AI Overview into a follow-up AI Mode conversation.
A search query is no longer limited to a few typed keywords
Google's newer Search experiences increasingly support questions that combine text with visual or other context. At Google I/O 2026, Google described a reworked Search box that can use text, images, files, videos and Chrome-tab context for supported experiences.
This changes user behavior: instead of translating a problem into a short keyword phrase, people can give Search more of the original context. For website owners, that makes useful images, videos, clear text and well-organized pages increasingly important together.
Planning a hill-station trip
Traditional Search workflow:
- Search for possible destinations.
- Open travel guides and local sources.
- Search separately for weather, transport, hotels and attractions.
- Compare the information yourself.
AI Mode workflow:
- Ask one multi-part question including dates, budget, interests and constraints.
- Review the synthesized answer and supporting links.
- Ask follow-ups such as “Which option has the easiest train connection?”
- Open authoritative sources for current schedules, prices, availability and safety information before booking.
The second workflow can reduce the effort needed to frame the problem, but it does not remove the need to verify information that can change quickly.
Do you need a special “AI SEO” version of your website?
Google's current documentation says no special technical requirements are needed to appear as a supporting link in AI Overviews or AI Mode. A page must be indexed, eligible to appear in Google Search with a snippet and follow the same foundational Search requirements.
Google also says there is no special AI schema or mandatory AI-specific file for its Search features. The practical focus remains useful and original content, crawlability, internal linking, page experience, useful media and accurate structured data where supported.
For a broader publishing strategy, see content strategy for the AI-search era. For page-level checks, use the Plus2Net webpage audit framework.
Search Console now provides dedicated generative-AI visibility reporting
This is an important change from the earlier version of the article. Google announced dedicated Search Generative AI performance reports in Search Console in June 2026 and said the reports were rolled out to websites worldwide by August 31, 2026.
The reports can show generative-AI impressions, pages, countries, devices and dates. Google also added reporting for multimodal web search in September 2026.
Use the search mode that matches the job
Traditional results remain useful when you want direct navigation, visible source choice and individual websites. AI Mode is useful when the question is complex, comparative or benefits from several follow-ups. In both cases, important decisions are stronger when you open and evaluate the underlying sources.
