Google Expands Generative UI to AI Overviews, Bringing Interactive Visuals to Search

Google has started expanding its generative user interface (UI) capability from AI Mode into AI Overviews, the company announced on Wednesday. The feature, which builds custom visual layouts, interactive tools, and simulations on the fly, is now beginning to appear in AI Overviews after being limited to AI Mode since November 2025.

The rollout was announced as part of a back-to-school update, which also includes practice quizzes, Lens coaching, and study notebooks in AI Mode. However, the generative UI expansion is the most significant change for search behaviour and digital marketing.

What is generative UI and how does it work?

Generative UI is a capability that uses Google’s language model to construct a tailored visual interface for a given query. Instead of a plain list of links or a traditional knowledge panel, the search result can include a custom chart, an interactive graph, a draggable visual, or even a simulation. For example, a search for “pH scale” now returns an interactive visual inside an AI Overview that lets users explore different substances. A follow-up like “show citrus fruits on the pH scale” updates the same visual dynamically.

Google has also demonstrated more practical applications, such as a mortgage calculator inside AI Mode that lets users compare loan terms. The feature is not limited to study aids; it can generate calculators, converters, comparison tools, and other interactive elements on demand.

Rollout timeline and availability

Generative UI first appeared in AI Mode in November 2025, alongside the launch of Gemini 3. At that time, Google tied broader Gemini 3 Pro access to Pro and Ultra subscribers in the US, but did not require a subscription for generative UI itself. At I/O 2026, Google confirmed that generative UI would become available to everyone in Search for free during the summer.

Wednesday’s announcement marks the next step: the feature is now live in AI Mode globally in English, and has started rolling out in AI Overviews. Google expects full availability in AI Overviews within the coming weeks. The company has not specified which types of queries will trigger generative UI, leaving publishers and SEO professionals to monitor real-world appearances.

Impact on Indian users and digital marketers

For Indian users who search in English, the change means that more queries—especially those related to comparisons, calculations, science, finance, and education—could return an interactive widget instead of a list of websites. This is a direct evolution of the zero-click search trend, where users find answers without leaving Google.

For Indian SEO professionals, digital marketers, and publishers, the expansion raises several practical concerns. Sites that rely on traffic from comparison tools, calculators, or educational infographics may see reduced visibility as Google’s generative UI answers those queries directly. Conversely, sites that optimise their content to be cited as a source for generative UI could gain brand exposure, even if the click-through rate declines.

The back-to-school framing also signals that Google sees education as a key use case. Indian edtech startups, coaching platforms, and content creators in the study-aid space should watch how Google’s practice quizzes and interactive visuals overlap with their own offerings.

Key data at a glance

Detail	Value
Feature	Generative UI (custom visuals, interactions, simulations)
Previously available in	AI Mode only (since November 2025)
Now expanding to	AI Overviews
Current language availability	English globally
Expected full rollout in AI Overviews	Within the coming weeks
Cost	Free for all users
Example use cases	pH scale interactive, mortgage calculator, study aids
Linked updates	Practice quizzes, Lens coaching, study notebooks in AI Mode

What remains unclear

Google has not disclosed the exact triggers that cause generative UI to appear. The company also has not shared performance metrics or click-through data for the AI Mode version. For Indian businesses, the most immediate unknown is how quickly the feature will reach non-English queries, given the multilingual nature of the Indian search market.

Publishers building tools, calculators, or interactive content should treat this as a signal to diversify traffic sources and focus on brand authority, as direct clicks from search may decline for queries that Google can answer with a custom widget.

Source: Search Engine Journal – https://www.searchenginejournal.com/google-expands-generative-ui-beyond-ai-mode-into-ai-overviews/586452/