# Google Search

> Source: https://aiwiki.ai/wiki/google_search
> Updated: 2026-06-23
> Categories: AI Tools & Products
> From AI Wiki (https://aiwiki.ai), a free encyclopedia of artificial intelligence. Quote with attribution.

**Google Search** is the web search engine operated by [Google](/wiki/google), a subsidiary of [Alphabet](/wiki/alphabet), and the most widely used information retrieval service in the world, processing more than 5 trillion queries per year as of 2025 [1]. Once organized for a quarter century around ranked lists of ten blue links, it has been rebuilt since 2023 around [generative AI](/wiki/generative_ai): its AI-written answer summaries, called [AI Overviews](/wiki/ai_overviews), reached more than 2 billion monthly users across 200-plus countries by mid-2025, and a fully conversational, Gemini-powered AI Mode passed 1 billion monthly users by May 2026 [5][2]. The transformation has coincided with a landmark United States antitrust judgment that declared Google an illegal monopolist, documented declines in traffic referred to web publishers, and the first sustained competitive pressure on Google's search business in two decades from [ChatGPT](/wiki/chatgpt), [Perplexity](/wiki/perplexity_ai) and other [AI search](/wiki/ai_search) engines.

## Overview

Google Search is the core of Alphabet's business. The "Google Search & other" segment generated $198.1 billion in advertising revenue in 2024, more than half of Alphabet's total revenue [3]. According to StatCounter, Google's share of global search has remained close to 90 percent, although it slipped below that threshold in late 2024 for the first time since 2015 [4]. In March 2025 the company disclosed that Search handles over 5 trillion queries annually, up from the "more than 2 trillion" figure it had confirmed in 2016 [1].

The product's AI layer now operates at comparable scale: AI Overviews served more than 2 billion monthly users across 200 countries and territories by mid-2025 [5], and AI Mode surpassed 1 billion monthly users by May 2026 [2].

## How did Google Search begin?

Google Search grew out of BackRub, a 1996 research project by Stanford graduate students [Larry Page](/wiki/larry_page) and [Sergey Brin](/wiki/sergey_brin). Its founding innovation was [PageRank](/wiki/pagerank), an algorithm that scored web pages by the structure of links pointing to them, described in the pair's 1998 paper "The Anatomy of a Large-Scale Hypertextual Web Search Engine." Google Inc. was incorporated on September 4, 1998, and the search engine quickly displaced earlier rivals such as AltaVista and Yahoo on quality of results.

Over the following two decades Google layered new systems onto the link-based core: paid search advertising (AdWords, 2000), universal search blending images, news and video (2007), the [Knowledge Graph](/wiki/knowledge_graph) entity database (2012), and featured snippets that excerpted answers directly onto the results page (2014). These direct-answer features foreshadowed the "zero-click" debates of the AI era, but the basic contract, ten blue links that sent visitors to the open web, remained intact until the 2020s.

## How does AI rank Google Search results?

Machine learning entered the core ranking stack in 2015 and advanced roughly every two years thereafter [6]. RankBrain was the first machine-learned ranking component, confirmed on October 26, 2015; MUM, the 2021 Multitask Unified Model, is a roughly 110-billion-parameter system trained across 75 languages that Google described as 1,000 times more powerful than BERT [6][32].

| Year | System | Role in Search |
|---|---|---|
| 2015 | [RankBrain](/wiki/rankbrain) | First machine-learned ranking component, confirmed October 2015; initially applied to roughly 15 percent of queries, those Google had never seen before [6] |
| 2018 | Neural matching | Neural-network "fuzzy" matching of queries to concepts in documents [6] |
| 2019 | [BERT](/wiki/bert) | [Transformer](/wiki/transformer)-based language understanding announced October 2019, initially affecting about one in ten English queries in the US [6] |
| 2021 | MUM | Multitask Unified Model unveiled at Google I/O in May 2021; multimodal and multilingual (trained on 75 languages, roughly 110B parameters), described by Google as 1,000 times more powerful than BERT [6][32] |
| 2023 | Search Generative Experience (SGE) | Opt-in [large language model](/wiki/large_language_model) answer summaries in Search Labs, announced May 10, 2023 [7] |
| 2024 | AI Overviews | Generative summaries launched to all US users in May 2024, the production successor to SGE [8] |
| 2025 | AI Mode | Conversational, chatbot-style search tab; Labs launch March 2025, global rollout from August 2025 [9][10] |
| 2025 | [Gemini 3](/wiki/gemini_3) in Search | First day-one integration of a frontier Gemini model into Search, November 18, 2025 [11] |
| 2026 | AI-first interface | Gemini 3.5 Flash as global default in AI Mode, agentic features, redesigned search box announced at I/O 2026 [2] |

## What are AI Overviews and AI Mode?

### Search Generative Experience (2023 to 2024)

Google's first generative-AI search product was the Search Generative Experience, announced at Google I/O on May 10, 2023 as a response to ChatGPT and the [Bing](/wiki/bing) chat integration earlier that year. SGE placed an AI-composed summary with cited sources above the traditional results, but only for US English users who opted in through the Search Labs program; previews began rolling out on May 25, 2023, and by November 2023 the experiment had expanded to more than 120 countries [7][12].

### AI Overviews (2024)

At Google I/O on May 14, 2024, Google graduated SGE into AI Overviews and switched the feature on for all US users, with a stated goal of reaching over a billion people by year-end [8]. Within days the launch produced widely shared failures: AI Overviews told users to add about an eighth of a cup of nontoxic glue to pizza sauce (sourced from an eleven-year-old joke comment on Reddit) and suggested that eating rocks has health benefits (derived from a satirical article by The Onion) [13]. Faked screenshots compounded the controversy, but enough errors were genuine that Google's head of Search, Liz Reid, published a response on May 30, 2024 acknowledging "odd, inaccurate or unhelpful AI Overviews," restricting satire, forum content and certain health queries as grounding sources, and stating that content-policy violations appeared on fewer than one in 7 million unique queries with AI Overviews [14]. Google kept the feature and expanded it: to six more countries in August 2024, past 1 billion monthly users in late 2024, and to more than 2 billion monthly users in over 200 countries and 40 languages by July 2025 [5].

### AI Mode (2025 to 2026)

AI Mode, announced March 5, 2025, went further than AI Overviews by replacing the results page entirely with a chatbot-style interface built on a custom version of [Gemini 2.0](/wiki/gemini_2_0). It uses a "query fan-out" technique, issuing many related searches concurrently and synthesizing the results, and supports multi-part questions and follow-ups. It launched as a Labs experiment for Google One AI Premium subscribers [9][15]. At I/O in May 2025 Google began rolling AI Mode out to all US users as a dedicated tab, without Labs enrollment [16]; in August 2025 it reached 180 countries in English [10], and language support expanded from September 2025 onward to roughly 100 languages by early 2026 [2].

Adoption figures rose quickly: about 100 million monthly active users in the US and India in July 2025 [5], more than 75 million daily active users globally when Alphabet reported third-quarter 2025 earnings [17], and over 1 billion monthly users by May 2026, with queries more than doubling every quarter [2].

Search also became the day-one deployment surface for Google's frontier models. [Gemini 3](/wiki/gemini_3) launched on November 18, 2025 and powered AI Mode and AI Overviews immediately, the first time a new [Gemini](/wiki/gemini) model shipped into Search at release, bringing "generative UI" answers with dynamically coded interactive tools and layouts [11]. Gemini 3 Flash subsequently became the global AI Mode default in early 2026 [18], and at I/O 2026 (May 19, 2026) Google made Gemini 3.5 Flash the default, introduced a redesigned multimodal search box, and announced agentic capabilities including persistent web-monitoring agents and booking agents for local services [2].

## How have AI Overviews affected publishers?

The shift from links to answers measurably reduced traffic to the open web. A Pew Research Center analysis of 68,879 Google searches from a panel of US adults, published in July 2025, found that users clicked a traditional result link on only 8 percent of searches that displayed an AI Overview, versus 15 percent of searches without one; only 1 percent of AI Overview impressions produced a click on a source cited inside the summary, and users ended their browsing session entirely after 26 percent of AI Overview pages, compared with 16 percent of conventional result pages [19].

Data from Similarweb pointed the same direction for news publishers: the share of news-related searches ending without any click rose from 56 percent in May 2024, when AI Overviews launched, to 69 percent in May 2025, and organic search traffic to news sites fell from a mid-2024 peak of over 2.3 billion visits to under 1.7 billion, while ChatGPT referrals grew far too slowly to offset the loss [20]. Google disputes the third-party studies; Reid wrote in August 2025 that total organic click volume from Search to websites had remained "relatively stable" year over year and that AI-era clicks were of higher quality, attributing reported declines to other factors and flawed methodologies [21].

The dispute moved into court. Education company Chegg, whose traffic and stock price collapsed as AI answers absorbed its homework-help queries, filed an antitrust suit against Google over AI Overviews in February 2025, and Penske Media Corporation, publisher of Rolling Stone, Variety and Billboard, sued in September 2025, alleging that Google conditions search visibility on allowing content to be used in AI Overviews and citing an affiliate-revenue decline of more than a third [22]. An alliance of independent publishers filed a parallel complaint with the European Commission in July 2025.

## Why was Google ruled an illegal monopoly?

In United States v. Google, filed by the Department of Justice in October 2020, Judge [Amit Mehta](/wiki/amit_mehta) of the US District Court for the District of Columbia ruled on August 5, 2024 that "Google is a monopolist" that had illegally maintained monopolies in general search services and general search text advertising under Section 2 of the Sherman Act, largely through exclusive default agreements such as the arrangement that made Google the default engine in Apple's Safari, reportedly worth more than $20 billion to Apple in 2022 alone [23]. The court found that Google held nearly 90 percent of the general-search market and about 95 percent on mobile [23].

In the remedies ruling issued September 2, 2025, Mehta declined the government's most aggressive requests: Google was not required to divest [Chrome](/wiki/google_chrome) or [Android](/wiki/android), and it may continue paying partners such as [Apple](/wiki/apple) for placement, provided the agreements are not exclusive. Google was, however, barred from exclusive distribution contracts for Search, Chrome, Google Assistant and the [Gemini](/wiki/gemini) app, ordered to share portions of its search index and user-interaction data (though not ads data) with qualified competitors, required to offer search and search-ads syndication, and placed under a technical committee's oversight for six years [24]. Mehta wrote that "the emergence of generative AI changed the course of this case," reasoning that products like ChatGPT already constrain Google in ways the original complaint did not anticipate [24]. Alphabet shares jumped about 9 percent on the ruling, which investors read as a victory [25]. The final judgment was entered on December 5, 2025, with most provisions taking effect 180 days later, in mid-2026 [26]; Google filed an appeal challenging the remedies, and appellate proceedings continue as of June 2026 [27].

## Who competes with Google Search?

Google's first credible search challengers in two decades are AI answer engines. [OpenAI](/wiki/openai) launched [ChatGPT search](/wiki/chatgpt_search) on October 31, 2024, evolving its SearchGPT prototype into a web-search layer inside ChatGPT, and extended it to free users soon after [28]. [Perplexity](/wiki/perplexity_ai), founded in 2022, built its product entirely around cited AI answers. Both companies also shipped agentic browsers aimed at Chrome, Perplexity's Comet in July 2025 and OpenAI's ChatGPT Atlas in October 2025.

The pressure became visible in unusual places. Testifying in the antitrust remedies trial in May 2025, Apple services chief Eddy Cue said Google searches in Safari had declined in April 2025 for the first time in 22 years. "For the first time ever in over 20, I think we have been at this for 22 years, last month our search volume actually went down," Cue testified, adding: "It's because people are using ChatGPT. They're using Perplexity" [29]. He named ChatGPT, Perplexity and [Anthropic](/wiki/anthropic)'s [Claude](/wiki/claude) as the services drawing users away. Alphabet shares fell about 7.5 percent that day, erasing roughly $150 billion in market value, and Google publicly countered that total queries, including from Apple devices, were still growing [29][30]. StatCounter data showing Google's global share dipping below 90 percent in late 2024 reinforced the narrative of erosion at the margins [4], although Google retains an overwhelming share of conventional search and its Gemini assistant app, with more than 650 million monthly users as of October 2025, has become one of ChatGPT's strongest rivals [31]. Google's strategic answer, folding its most capable models, agents and a redesigned interface directly into Search while query volume keeps growing, has so far kept the product dominant, but the company now competes on answers rather than links.

## References

1. [Google now sees more than 5 trillion searches per year](https://searchengineland.com/google-5-trillion-searches-per-year-452928) - Search Engine Land, March 2025
2. [Google Search's I/O 2026 updates: AI agents and more](https://blog.google/products-and-platforms/products/search/search-io-2026/) - Google Blog, May 19, 2026
3. [Alphabet Inc. Form 10-K for fiscal year 2024](https://abc.xyz/investor/) - Alphabet Investor Relations
4. [Google's search market share drops below 90% for first time since 2015](https://searchengineland.com/google-search-market-share-drops-2024-450497) - Search Engine Land, January 2025
5. [Google's AI Overviews have 2B monthly users, AI Mode 100M in the US and India](https://techcrunch.com/2025/07/23/googles-ai-overviews-have-2b-monthly-users-ai-mode-100m-in-the-us-and-india/) - TechCrunch, July 23, 2025
6. [How Google Search uses AI](https://searchengineland.com/how-google-search-uses-ai-446639) - Search Engine Land
7. [How Google is improving Search with generative AI](https://blog.google/products/search/generative-ai-search/) - Google Blog, May 10, 2023
8. [Fake Google AI Overview screenshots go viral after new feature's rollout](https://www.snopes.com/news/2024/05/29/google-ai-feeling-depressed/) - Snopes, May 29, 2024
9. [Expanding AI Overviews and introducing AI Mode](https://blog.google/products/search/ai-mode-search/) - Google Blog, March 5, 2025
10. [Google launches AI Mode in 180 countries and territories](https://searchengineland.com/google-launches-ai-mode-in-180-countries-and-territories-461040) - Search Engine Land, August 2025
11. [Google brings Gemini 3 AI model to Search and AI Mode](https://blog.google/products-and-platforms/products/search/gemini-3-search-ai-mode/) - Google Blog, November 18, 2025
12. [Google starts rolling out Search Generative Experience (SGE) in preview](https://9to5google.com/2023/05/25/google-search-generative-experience/) - 9to5Google, May 25, 2023
13. [Google doubles down on AI Overviews after telling users to eat rocks and put glue on pizza](https://www.tomsguide.com/ai/google-gemini/google-says-ai-overviews-produced-unhelpful-results-but-doubles-down-on-them-anyway) - Tom's Guide, May 2024
14. [AI Overviews: About last week](https://blog.google/products/search/ai-overviews-update-may-2024/) - Google Blog, May 30, 2024
15. [Google Search's new 'AI Mode' lets users ask complex, multi-part questions](https://techcrunch.com/2025/03/05/google-searchs-new-ai-mode-lets-users-ask-complex-multi-part-questions/) - TechCrunch, March 5, 2025
16. [Google's AI Mode rolls out to US, will add support for deeper research, comparison shopping, and more](https://techcrunch.com/2025/05/20/googles-ai-mode-rolls-out-to-us-will-add-support-for-deeper-research-comparison-shopping-and-more/) - TechCrunch, May 20, 2025
17. [Google Q3 report: AI Mode, AI Overviews lift total search usage](https://www.searchenginejournal.com/google-q3-report-ai-mode-ai-overviews-lift-total-search-usage/559597/) - Search Engine Journal, October 2025
18. [Google rolls out Gemini 3 Flash to AI Mode in Search globally](https://searchengineland.com/google-gemini-3-flash-ai-mode-in-search-globally-466373) - Search Engine Land, 2026
19. [Google users are less likely to click on links when an AI summary appears in the results](https://www.pewresearch.org/short-reads/2025/07/22/google-users-are-less-likely-to-click-on-links-when-an-ai-summary-appears-in-the-results/) - Pew Research Center, July 22, 2025
20. [ChatGPT referrals to news sites are growing, but not enough to offset search declines](https://techcrunch.com/2025/07/02/chatgpt-referrals-to-news-sites-are-growing-but-not-enough-to-offset-search-declines/) - TechCrunch, July 2, 2025
21. [AI in Search is driving more queries and higher quality clicks](https://blog.google/products/search/ai-search-driving-more-queries-higher-quality-clicks/) - Google Blog, August 2025
22. [Rolling Stone owner Penske Media sues Google over AI summaries](https://techcrunch.com/2025/09/14/rolling-stone-owner-penske-media-sues-google-over-ai-summaries/) - TechCrunch, September 14, 2025
23. [In landmark decision, D.C. federal court holds Google maintained an illegal monopoly in internet search and advertising markets](https://www.whitecase.com/insight-our-thinking/landmark-decision-dc-federal-court-holds-google-maintained-illegal-monopoly) - White & Case, August 2024
24. [In a major antitrust ruling, a judge lets Google keep Chrome but levies other penalties](https://www.npr.org/2025/09/02/nx-s1-5478625/google-chrome-doj-antitrust-ruling) - NPR, September 2, 2025
25. [Google stock jumps as judge rules it can keep Chrome in antitrust case](https://www.cnbc.com/2025/09/02/google-antitrust-search-ruling.html) - CNBC, September 2, 2025
26. [Judge finalizes remedies in Google antitrust case](https://www.cnbc.com/2025/12/05/judge-finalize-remedies-in-google-antitrust-case.html) - CNBC, December 5, 2025
27. [Google files appeal challenging six-year search remedies](https://ppc.land/google-files-appeal-challenging-six-year-search-remedies/) - PPC Land, 2026
28. [OpenAI launches its Google challenger, ChatGPT Search](https://techcrunch.com/2024/10/31/openai-launches-its-google-challenger-chatgpt-search/) - TechCrunch, October 31, 2024
29. [Searches on Safari dipped for the first time in 22 years, Apple's Eddy Cue admits](https://fortune.com/2025/05/08/apple-eddy-cue-testimony-google-alphabet-safari-ai-search-features/) - Fortune, May 8, 2025
30. [Alphabet shares sink 7% after Apple's Cue says AI will replace search engines](https://www.cnbc.com/2025/05/07/alphabet-shares-sink-on-report-apple-may-add-ai-search-to-its-browser.html) - CNBC, May 7, 2025
31. [Gemini app hits 650+ million monthly users](https://9to5google.com/2025/10/29/gemini-app-650-million-users/) - 9to5Google, October 29, 2025
32. [Google previews MUM, its new tech that's 1,000x more powerful than BERT](https://searchengineland.com/google-previews-mum-its-new-tech-thats-1000x-more-powerful-than-bert-348707) - Search Engine Land, May 2021