Where does AI get its information? And how to get cited ↗
ResearchAI gets information from channels like training data, live online information, and licensing partnerships.
Sep 01, 07:52 UTC Semrush Blog · 外部文章，将跳转至发布方网站资讯与研究
来自具名媒体机构的行业资讯（每条均链接至原文），以及奠定 GEO 领域基础的学术研究。收录不代表认可。
研究资料库
GEO: Generative Engine Optimization (the paper that coined GEO) ↗
The original research defining GEO and benchmarking which content strategies (citations, quotations, statistics) actually improve visibility inside AI answers.
Princeton · Georgia Tech · Allen Institute for AI · IIT Delhi, 2023AI features and your website (Google's official guidance) ↗
Google's own position: conventional SEO remains foundational, and there are no special technical requirements unique to AI Overviews or AI Mode.
Google Search CentralAhrefs research blog ↗
Empirical data studies on AI Overview citations, source attribution and the shift of SERP traffic to zero-click AI responses.
AhrefsSemrush research blog ↗
Large-scale query studies tracking which domains get cited in AI answers and how traffic patterns are moving.
Semrush最新头条
How We Earned 1,000+ Links For GEO/SEO via @sejournal, @hethr_campbell ↗
NewsKevin Rowe broke down the digital PR system behind 1,000+ earned citations, which data stories journalists cover, and how research wins AI Overviews spots. The post How We Earned 1,000+ Links For GEO/SEO appeared first…
Sep 01, 07:45 UTC Search Engine Journal · 外部文章，将跳转至发布方网站FTC Sues Amazon Over Alleged $20 Billion Advertising Surcharge Scheme via @sejournal, @brookeosmundson ↗
NewsFTC and 22 states sued Amazon over alleged changes to its ad auctions that the agency says overcharged advertisers by more than $20 billion. The post FTC Sues Amazon Over Alleged $20 Billion Advertising Surcharge Scheme…
Aug 31, 23:49 UTC Search Engine Journal · 外部文章，将跳转至发布方网站Rank Math SEO Plugin Pauses Controversial Feature. Says It Will Return via @sejournal, @martinibuster ↗
NewsRank Math paused its controversial feature, acknowledge a serious consent failure, and explains why it's coming back. The post Rank Math SEO Plugin Pauses Controversial Feature. Says It Will Return appeared first on…
Aug 31, 21:40 UTC Search Engine Journal · 外部文章，将跳转至发布方网站Google Search Console AI Reports Rolled Out Worldwide via @sejournal, @MattGSouthern ↗
NewsGoogle says Search Console's generative AI performance reports, which track AI Overviews and AI Mode impressions, have now rolled out to all sites worldwide. The post Google Search Console AI Reports Rolled Out…
Aug 31, 19:04 UTC Search Engine Journal · 外部文章，将跳转至发布方网站Google: We Don't Penalize For Old Outbound Links With Shady Content ↗
NewsGoogle's John Mueller was asked if Google would penalize a site for old outbound links to a site that once hosted quality content and now changed ownership and hosts shady content. John said Google won't penalize such…
Aug 31, 18:59 UTC Search Engine Roundtable · 外部文章，将跳转至发布方网站ChatGPT Is Now A “Very Large Online Search Engine” In The EU via @sejournal, @MattGSouthern ↗
NewsChatGPT is now a very large online search engine under the EU Digital Services Act after OpenAI reported about 159.1 million average monthly search recipients. The post ChatGPT Is Now A “Very Large Online Search Engine”…
Aug 31, 18:31 UTC Search Engine Journal · 外部文章，将跳转至发布方网站Google European Search Dataset Licensing Program Details ↗
NewsGoogle has updated its Google European Search Dataset Licensing Program page with details on the program. Google has been designated as a "gatekeeper" under the DMA and is thus legally required to share its search data…
Aug 31, 16:13 UTC Search Engine Roundtable · 外部文章，将跳转至发布方网站Calls and clicks keep falling as Google Maps becomes the destination ↗
NewsNew findings show rankings remain stable while customer behavior changes, making profile quality and reviews critical for local visibility.
Aug 31, 16:00 UTC Search Engine Land · 外部文章，将跳转至发布方网站Google Search Console AI performance reports and Search generative AI control rolling out globally ↗
NewsAfter a few months of slowing rolling out these features, everyone should soon have access to them.
Aug 31, 15:15 UTC Search Engine Land · 外部文章，将跳转至发布方网站How To Restructure Your Marketing Team & Budget For The AI-Search Era ↗
NewsThree role changes and a budget rebalance can move a marketing team from invisible to cited in AI search results, no new headcount required. The post How To Restructure Your Marketing Team & Budget For The AI-Search Era…
Aug 31, 14:30 UTC Search Engine Journal · 外部文章，将跳转至发布方网站5 steps to building Reddit authority for Google and ChatGPT visibility ↗
NewsReddit can reveal why people choose, reject, or question a brand. Turn those insights into better content for organic and AI search.
Aug 31, 14:00 UTC Search Engine Land · 外部文章，将跳转至发布方网站Daily Search Forum Recap: August 31, 2026 ↗
NewsHere is a recap of what happened in the search forums today, through the eyes of the Search Engine Roundtable and other search forums on the web. Google Search is making AI Overviews fully expanded for some queries…
Aug 31, 14:00 UTC Search Engine Roundtable · 外部文章，将跳转至发布方网站Microsoft Advertising rolling out new design for advertiser console ↗
NewsMicrosoft says it has "redesigned the navigation and enhanced tables for a more intuitive, efficient experience."
Aug 31, 13:47 UTC Search Engine Land · 外部文章，将跳转至发布方网站How to map AI search prompts to every stage of the sales funnel ↗
NewsYour brand may win the shortlist and lose the buyer earlier. Map prompts to see where AI introduces, recommends, compares, or drops you.
Aug 31, 13:00 UTC Search Engine Land · 外部文章，将跳转至发布方网站Google Ads Is Automating More Decisions, Your Measurement Needs To Get Better via @sejournal, @brookeosmundson ↗
NewsAs Google Ads automates more decisions, advertisers must define success beyond platform metrics, tracking leads and sales through to actual business outcomes. The post Google Ads Is Automating More Decisions, Your…
Aug 31, 12:00 UTC Search Engine Journal · 外部文章，将跳转至发布方网站Building an AI agent for ad management: The hard part isn’t the AI ↗
NewsConfident mistakes, noisy alerts, and conversion lag reveal what it takes to build an AI agent you can trust with paid media.
Aug 31, 12:00 UTC Search Engine Land · 外部文章，将跳转至发布方网站Microsoft Advertising New Updated Design Preview ↗
NewsMicrosoft Advertising is previewing a new design and usability update for its ad platform. This update has a redesigned navigation and improved tables and layouts. This update should make managing your ad campaigns more…
Aug 31, 11:51 UTC Search Engine Roundtable · 外部文章，将跳转至发布方网站Google Merchant Center Popular Products Enhanced Coverage & Insights ↗
NewsGoogle posted a note that it has made enhancements to the Merchant Center's Popular products reports. Specifically, the coverage and insights sections were improved back in June of this year, but Google just posted…
Aug 31, 11:41 UTC Search Engine Roundtable · 外部文章，将跳转至发布方网站Microsoft Forcing Copilot Users To Login But Not For Copilot Search Answers ↗
NewsMicrosoft is now forcing all users to log in before using Copilot, but this currently does not apply to Copilot Search answers within Bing Search. When you try to go directly to Copilot, even by clicking on the Copilot…
Aug 31, 11:31 UTC Search Engine Roundtable · 外部文章，将跳转至发布方网站Google Confirms Search Spam Team Is Fighting & Well Resourced ↗
NewsRajan Patel, VP of Engineering for Google Search, has confirmed that the Google Search team is still well-resourced in its fight against search spam. The spam team continues to update its spam algorithms, such as the…
Aug 31, 11:21 UTC Search Engine Roundtable · 外部文章，将跳转至发布方网站Google AI Mode With Inline Shopping Carousel Ads & Single Ad Unit ↗
NewsGoogle is now showing shopping ads in a carousel format inline within AI Mode results. Plus, Google is also showing a similar ad unit at the bottom of the AI Mode results. We got a lot of ads in AI Mode now, and I guess…
Aug 31, 11:11 UTC Search Engine Roundtable · 外部文章，将跳转至发布方网站Google’s Mueller Shares Their Experience With Markdown For AI SEO via @sejournal, @martinibuster ↗
NewsGoogle's John Mueller shares what happened when he checked whether AI crawlers were actually asking his sites for markdown. The post Google’s Mueller Shares Their Experience With Markdown For AI SEO appeared first on…
Aug 31, 10:44 UTC Search Engine Journal · 外部文章，将跳转至发布方网站UCP Releases Spec Update With Schema Changes via @sejournal, @MattGSouthern ↗
NewsThe Universal Commerce Protocol's first spec release since April adds grocery readiness, lays groundwork for food and lodging, and brings schema changes. The post UCP Releases Spec Update With Schema Changes appeared…
Aug 31, 10:00 UTC Search Engine Journal · 外部文章，将跳转至发布方网站How to use AI tools for competitor analysis in 2026 ↗
ResearchChatGPT alone won‘t cut it. See how to use AI tools for competitor analysis the right way, with Semrush MCP and a step-by-step workflow.
Aug 31, 09:42 UTC Semrush Blog · 外部文章，将跳转至发布方网站18 SEO KPIs to measure organic & AI search performance ↗
ResearchRelevant SEO KPIs to track include AI visibility, keyword rankings, organic traffic, and brand mentions.
Aug 31, 09:23 UTC Semrush Blog · 外部文章，将跳转至发布方网站What makes a good listicle? ↗
AnalysisAuthor bios, schema markup, word count: all noise . Only freshness predicted top-three rankings.
Aug 31, 09:10 UTC Growth Memo (Kevin Indig) · 外部文章，将跳转至发布方网站Enterprise SEO: What it is & how to build a winning strategy ↗
ResearchEnterprise SEO involves optimizing a website’s visibility at scale, using templated and automated approaches.
Aug 31, 09:09 UTC Semrush Blog · 外部文章，将跳转至发布方网站How to rank in ChatGPT search: 8 steps to improve visibility ↗
ResearchRank in ChatGPT search by making your content easy for AI systems to extract and by building off-site consensus.
Aug 31, 08:45 UTC Semrush Blog · 外部文章，将跳转至发布方网站Claude Searches Web Differently From Claude Code, Data Shows via @sejournal, @MattGSouthern ↗
NewsNew data finds Claude and Claude Code search at different rates, mention different brands, and send their agents to different types of pages. The post Claude Searches Web Differently From Claude Code, Data Shows…
Aug 31, 08:30 UTC Search Engine Journal · 外部文章，将跳转至发布方网站