Dr. Sara Lin

10.8K posts

Dr. Sara Lin banner
Dr. Sara Lin

Dr. Sara Lin

@docSaraLin

Sports physiologist, PhD. Helping people stay strong, mobile, and healthy for the long game. Research → practical protocols

Katılım Aralık 2022
14 Takip Edilen107.2K Takipçiler
Dr. Sara Lin retweetledi
Aria Westcott
Aria Westcott@AriaWestcott·
Last week, I spent 3 hours with Claude tracking down money I forgot existed. Result: $1,847 in unclaimed funds found. 2 old deposits recovered. 1 class action settlement I qualified for. How I did it, step by step. Save this:
Aria Westcott tweet media
English
2
26
35
6.9K
Dr. Sara Lin retweetledi
Jaspar Carmichael-Jack
Jaspar Carmichael-Jack@jasparcjack·
Thousands joined the waitlist, and today Ava 2.0 goes GA Sales meetings delivered on autopilot with the first autonomous AI BDR $300 in free credits for everyone. No credit card required
English
62
112
220
191.9K
Dr. Sara Lin retweetledi
The AI Colony R&D
The AI Colony R&D@TheAIColonyRD·
Your slides shouldn't fight you every time you change a sentence. @Dokie_ai builds the deck around what you actually want to say. It adapts layout and design to your message, holds everything together through every edit, so your ideas get told, not just displayed. See how: theaicolony.com/customer-stori…
The AI Colony R&D tweet media
English
6
32
32
6.4K
Dr. Sara Lin retweetledi
Aria Westcott
Aria Westcott@AriaWestcott·
Most AI video tools make you babysit a dozen apps and memorize prompt tricks. Flova 1.0 turns your taste into a reusable skill. You describe it in plain English, the agent picks the models and runs the whole thing.
FlovaAI@Flovaai

Flova AI 1.0 is officially here! AI video creation is entering the Skill Era. MASSIVE PERKS DROPPING! 🚀 Follow @Flovaai, RT & comment within the first 12 hours of this post to claim 500 Credits—GUARANTEED for everyone! 💥 Plus, the first 100 users score a FREE 1-month Flova Membership! 🎉🎉 Flova 1.0 — Your Personal AI Video Agent Partner Until now, creating with AI meant learning “magic spells” and juggling a dozen tools. Flova 1.0 ends that cycle. 1️⃣Skill-ify Your Taste 🧠 Don't just generate; build. Package your prompts, model choices, and workflows into a "Skill." Your creative DNA becomes a reusable system—a content machine that actually understands you. 2️⃣Natural Language Only 💬 No prompt engineering required. Describe your vision in plain English. Flova’s Agent automatically selects the best models and executes the logic end-to-end. 3️⃣The Unified Workspace 🎬 Script, images, video, voice, and music on one timeline. All the world’s leading AI models, zero tool-switching. 4️⃣Precision Autopilot 🤝 Context-aware collaboration. You provide the creative spark; Flova handles the complex execution. Your taste is now a system. Your system is now a business. Turn your workflow and taste into skills. AI that works your way. Experience Flova AI 1.0: 🔗 flova.ai #FlovaAI #AIVideo #AIAgent #GenerativeAI #Flova1

English
0
33
37
6.8K
Dr. Sara Lin retweetledi
The AI Colony
The AI Colony@TheAIColony·
You provide the creative spark. Flova handles the messy execution. That is the whole pitch for Flova 1.0 and honestly it is the only one that matters. Stop generating clips. Start building a system that works your way.
FlovaAI@Flovaai

Flova AI 1.0 is officially here! AI video creation is entering the Skill Era. MASSIVE PERKS DROPPING! 🚀 Follow @Flovaai, RT & comment within the first 12 hours of this post to claim 500 Credits—GUARANTEED for everyone! 💥 Plus, the first 100 users score a FREE 1-month Flova Membership! 🎉🎉 Flova 1.0 — Your Personal AI Video Agent Partner Until now, creating with AI meant learning “magic spells” and juggling a dozen tools. Flova 1.0 ends that cycle. 1️⃣Skill-ify Your Taste 🧠 Don't just generate; build. Package your prompts, model choices, and workflows into a "Skill." Your creative DNA becomes a reusable system—a content machine that actually understands you. 2️⃣Natural Language Only 💬 No prompt engineering required. Describe your vision in plain English. Flova’s Agent automatically selects the best models and executes the logic end-to-end. 3️⃣The Unified Workspace 🎬 Script, images, video, voice, and music on one timeline. All the world’s leading AI models, zero tool-switching. 4️⃣Precision Autopilot 🤝 Context-aware collaboration. You provide the creative spark; Flova handles the complex execution. Your taste is now a system. Your system is now a business. Turn your workflow and taste into skills. AI that works your way. Experience Flova AI 1.0: 🔗 flova.ai #FlovaAI #AIVideo #AIAgent #GenerativeAI #Flova1

English
0
34
36
5.6K
Dr. Sara Lin retweetledi
AI Frontliner
AI Frontliner@AIFrontliner·
Script, images, video, voice, music. All on one timeline, all the top models, zero tool-switching. Flova 1.0 is what AI video should have been from day one. The era of juggling tabs is over.
FlovaAI@Flovaai

Flova AI 1.0 is officially here! AI video creation is entering the Skill Era. MASSIVE PERKS DROPPING! 🚀 Follow @Flovaai, RT & comment within the first 12 hours of this post to claim 500 Credits—GUARANTEED for everyone! 💥 Plus, the first 100 users score a FREE 1-month Flova Membership! 🎉🎉 Flova 1.0 — Your Personal AI Video Agent Partner Until now, creating with AI meant learning “magic spells” and juggling a dozen tools. Flova 1.0 ends that cycle. 1️⃣Skill-ify Your Taste 🧠 Don't just generate; build. Package your prompts, model choices, and workflows into a "Skill." Your creative DNA becomes a reusable system—a content machine that actually understands you. 2️⃣Natural Language Only 💬 No prompt engineering required. Describe your vision in plain English. Flova’s Agent automatically selects the best models and executes the logic end-to-end. 3️⃣The Unified Workspace 🎬 Script, images, video, voice, and music on one timeline. All the world’s leading AI models, zero tool-switching. 4️⃣Precision Autopilot 🤝 Context-aware collaboration. You provide the creative spark; Flova handles the complex execution. Your taste is now a system. Your system is now a business. Turn your workflow and taste into skills. AI that works your way. Experience Flova AI 1.0: 🔗 flova.ai #FlovaAI #AIVideo #AIAgent #GenerativeAI #Flova1

English
1
35
35
6.9K
Dr. Sara Lin retweetledi
Alex Groberman
Alex Groberman@alexgroberman·
Google recently filed a massive lawsuit. In doing so they accidentally revealed how ChatGPT and all of AI search actually works. They also quietly exposed how SEO Stuff (seo-stuff.com) has been getting customers traffic and sales from Google and ChatGPT over the past 12 months. Let's start at the beginning. If you missed it, a few months ago Google sued SerpApi, accusing it of bypassing security controls to scrape and resell Google Search results at scale. That alone is a big deal. There have been a lot of credible reports suggesting that OpenAI used SerpApi pipelines to access Google Search results for real-time answers inside ChatGPT. Google claims SerpApi utilizes automated systems to send hundreds of millions of requests (resulting in a 25,000% increase in scraping volume over two years) to sell real-time search data and power AI models. This is all really important because it is a reminder that AI search systems didn’t magically replace search with some random thing. [Want to know how your site is showing up in ChatGPT, Claude, Google AI, Perplexity and Grok? Check here (it's free): seo-stuff.com/free-audit] Even the most advanced LLMs still need fresh information, approved sources, crawlable and extractable content and trusted third party validation. Google’s index is still the strongest dataset on the internet. If Google locks down access to that data, everything downstream changes, including how AI systems decide what to mention, what to cite and what to trust. This lawsuit is essentially about control of the retrieval layer. Your visibility inside ChatGPT, Gemini and AI Overviews still very much depends on a lot of classic SEO fundamentals. And if scraped intermediaries become less reliable or legally risky, AI systems will lean even harder on first-party authoritative content, clean entity definitions, trusted domains and structured information they can clearly extract. This is exactly why SEO Stuff (seo-stuff.com) was built the way it was. For example, the done-for-you package: seo-stuff.com/gold-plan-pack… It focuses on: Optimized content AI systems consistently cite and high-authority DR50+ PR backlinks from sites already appearing in AI search that reinforce trust signals When AI systems need ranked, trusted sources, this is the content format they pull from. Also, the content package: seo-stuff.com/premium-conten… It builds category-level coverage, deep topical authority, internal linking that maps your entire market and content that is structured in the way LLMs actually consume it. Think of it as creating a private training dataset for your brand, without relying on scraped shortcuts. And then the authority-building package: seo-stuff.com/premium-backli… Because authority still matters. Even AI systems need confidence. Backlinks from real, trusted sites tell both Google and AI engines "this source isn’t disposable.” In a world where Google is actively pushing back against scraping, that trust gap will only widen. This lawsuit confirms something fairly important: AI search has made good SEO non-negotiable. If AI can’t safely scrape its way to answers, it will default to structured content, known entities and trusted domains. SEO Stuff (seo-stuff.com) is built for how search works heading into 2026. For the layer of the web AI systems actually learn from. Want to know how your site is showing up in ChatGPT, Claude, Google AI, Perplexity and Grok? Check here (it's free): seo-stuff.com/free-audit
Alex Groberman tweet mediaAlex Groberman tweet mediaAlex Groberman tweet mediaAlex Groberman tweet media
Alex Groberman@alexgroberman

Brands cited in Google's AI Overviews get 120% more clicks per impression than brands that are not cited on the same search result. AI Overview click-through rates just grew 85% in two months. Is your website optimizing for AI Overviews? If you're not, but want to, let's break down exactly what it takes to take advantage. According to Seer Interactive's April 2026 analysis of 53 brands, 5.47 million queries, and 2.43 billion impressions, organic CTR on AI Overview queries rebounded from 1.3% in December 2025 to 2.4% in February 2026. On informational queries where AI Overviews appear, brands that are cited earn approximately 20,700 organic clicks per million impressions. Brands that are not cited earn approximately 9,400 clicks per million impressions on the same SERP. That is 120% more clicks for the cited brand. And that is what SEO Stuff (seo-stuff.com) helps businesses build. If you want to see where your site stands across Google and AI search, start here (it's free): seo-stuff.com/free-audit) As things stand, when a buyer searches a query that triggers an AI Overview, Google assembles an answer and cites sources within it. The buyer sees those cited brands at the top of the page, inside the AI answer, before they ever scroll to the organic results below. And as AI Overviews continue expanding across more queries and more categories, that gap compounds. Every query where your brand earns a citation is a query where you are pulling ahead of uncited competitors by a factor of two. According to Seer's data, comparison queries trigger AI Overviews 95.4% of the time. Question queries trigger them 85.9% of the time. These are the queries where buyers are actively evaluating options. The brands capturing that click advantage share two things. The first is content depth. AI Overviews break queries into sub-questions and pull sources for each one. The brands with comprehensive content covering the full question map in their category are the ones showing up in the AI's retrieval pool. Every sub-question your content answers is another opportunity to earn a citation. The second is authority. The AI retrieves dozens of potential sources for every answer. The ones it actually cites are the ones with the strongest authority signals. Without that authority, your content might be in the retrieval pool but it is not getting selected for the citation. Remember, if you want to see which queries in your category are triggering AI Overviews and whether your brand is earning the citation advantage on those queries, start here (it's free): seo-stuff.com/free-audit So what should you be doing? Well build the content depth that earns AI Overview citations on the queries that matter in your category. Invest in editorial authority that makes the AI choose your content for citation. The retrieval pool is crowded. This is the system SEO Stuff (seo-stuff.com) was built around. The done-for-you package: seo-stuff.com/gold-plan-pack… Expert-attributed content backed by DR50+ backlinks: the content depth and authority that earns AI Overview citations, capturing the 120% click advantage over uncited competitors on the same search results The content package: seo-stuff.com/premium-conten… 60 pages of expert-attributed content covering every question buyers ask in your category, so your brand appears in the AI's retrieval pool across the comparison and question queries that trigger AI Overviews 85% to 95% of the time The authority-building package: seo-stuff.com/premium-backli… Editorial authority from trusted publishers that makes the AI cite your content over every other source in the retrieval pool, giving you 120% more clicks than uncited competitors on the same queries Brands cited in AI Overviews get 120% more clicks than uncited brands on the same search result. AI Overview CTR just rebounded 85% in two months. The brands earning citations are pulling away. The brands that are not cited are falling behind on the queries that matter most. And remember, if you want to see which queries in your category are triggering AI Overviews and whether your brand is earning the citation advantage on those queries, start here (it's free): seo-stuff.com/free-audit

English
2
50
79
19.9K
Dr. Sara Lin retweetledi
Metav3rse
Metav3rse@themetav3rse·
AI assistants can now be hacked with hidden sounds. Your music, calls and audios aren't safe anymore. Here's the full story:🧵
Metav3rse tweet media
English
1
24
29
3.4K
Dr. Sara Lin retweetledi
Uncover AI
Uncover AI@uncover_ai·
An AI engineer just built an "I got fired" panic button that leaks his company's private codebase in one click. Here's the full story:🧵
Uncover AI tweet media
English
2
25
30
3.2K
Dr. Sara Lin retweetledi
Entrepreneurs on X
Entrepreneurs on X@entreprneursonx·
The story of how Bette Nesmith Graham became one of the wealthiest woman in America. Read the full STORY:🧵
Entrepreneurs on X tweet media
English
1
26
45
5.6K
Dr. Sara Lin retweetledi
High Signal AI
High Signal AI@HighSignal_AI·
Andrej Karpathy On The Software 3.0 Paradigm Andrej Karpathy explains why most apps we're building today shouldn't exist: @karpathy recounts building what he calls "menu gen" an app born from a simple frustration at restaurants. "You come to a restaurant, they give you a menu, there's no pictures usually, so I don't know what any of these things are." His solution was to vibe-code an app that takes a photo of a menu and shows you what each dish looks like. He explains how it worked: "I built, I vibe-coded this app that basically lets you upload a photo and it does all this stuff and it runs on Vercel and it basically re-renders the menu and it gives you all the items and it gives you a picture... it uses an image generator to basically OCR all the different titles, use the image generator to get pictures of them and then shows it to you." A clever app. Until he saw the Software 3.0 version of the same idea. It changed everything. "I saw the software 3.0 version of this which blew my mind, which is literally just take your photo, give it to Gemini and say use Nanobanana to overlay the things onto the menu. And Nanobanana basically returned an image that is exactly the picture of the menu that I took, but it actually put into the pixels. It rendered the different things in the menu. And this blew my mind." "All of my menu gen is spurious. It's working in the old paradigm. That app shouldn't exist." Andrej then articulates the broader shift: "The software 3.0 paradigm is a lot more raw. Neural network is doing more and more of the work and your prompt or context is just the image and the output is an image and there's no need to have any of the app in between." His takeaway for builders: "People have to reframe not to work in the existing paradigm of what things existed and just think about it as a speed up of what exists. It's actually like new things are available now."
English
0
10
11
1K
Dr. Sara Lin retweetledi
History Nerd
History Nerd@_HistoryNerd·
Walter Cronkite's final sign-off as CBS Evening News anchor: After almost two decades of meeting Americans in their living rooms every evening, Walter Cronkite delivered his last broadcast on Friday, March 6th, 1981. He opened with characteristic understatement: "This is my last broadcast as the anchor man of the CBS Evening News. For me, it's a moment for which I long have planned, but which nevertheless comes with some sadness. For almost two decades, after all, we've been meeting like this in the evenings, and I'll miss that." But Cronkite wasn't one for sentimentality. He immediately pushed back against those treating his departure as monumental: "But those who have made anything of this departure, I'm afraid, have made too much. This is but a transition, a passing of the baton." He framed his exit not as the end of an era, but as a continuation of something larger than himself. He pointed to Doug Edwards, who came before him, and Dan Rather, who would follow, describing both as great broadcasters. Then came the line that captured his entire philosophy on the work: "The person who sits here is but the most conspicuous member of a superb team of journalists, writers, reporters, editors, producers, and none of that will change." The anchor chair gets the spotlight. But the news, Cronkite reminded viewers, is built by a team. He also made clear he wasn't disappearing: "I'm not even going away. I'll be back from time to time with special news reports and documentaries and beginning in June every week with our science program, Universe. Old anchormen, you see, don't fade away. They just keep coming back for more." And then, for the final time in that chair, his signature sign-off: "And that's the way it is. Friday, March 6th, 1981. I'll be away on assignment and Dan Rather will be sitting in here for the next few years. Good night."
English
1
14
68
7K
Dr. Sara Lin retweetledi
Black Edge
Black Edge@BlackEdgeFund·
Warren Buffett on building Berkshire's earning power: At the latest Berkshire shareholder meeting, Brevie Paneida, an economics teacher in London, asked Warren about his estimate of Berkshire's earning power and what factors increased or decreased it relative to reported net income. Warren's answer revealed something more important than a number. It revealed his entire mental framework for how earning power gets built over time. He started with what hurt: "I think our underlying earning power was affected negatively here a while back by what happened in the utility field." But then he made a key point. The real engine of Berkshire's growth isn't steady organic compounding. It's opportunistic deployment of capital when others are panicking: "Our earning power is not enlarged by any large acquisitions that come along but they come along periodically so we will see something at some point that well could be, you know, one that was 10 billion we would have added to earning power. I mean why else would we do it." The catch is that these opportunities depend entirely on market psychology: "We will make our best deals when people are the most pessimistic. You know, that's been true ever since I was born in 1930. When I was born, things got much more attractive over the next two years." Warren then revealed the emotional architecture that lets him act when others can't: "I don't get fearful by things that other people are afraid of in a financial way. You know, the idea that if Berkshire went down 50% next week, I would regard that as a fantastic opportunity and it wouldn't bother me in the least. Most people just react differently." It's about where emotions get processed: "It's not that I don't have emotions, but I don't have emotions about the prices of stocks. Those decisions get all the way to my brain whereas emotions can get bogged down some other place." His closing line captures the entire philosophy of value investing in one sentence: "The investment business is that everything isn't properly appraised. And the sillier other people get, the better your opportunities get."
English
1
10
20
2.8K
Dr. Sara Lin retweetledi
Future Stacked
Future Stacked@FutureStacked·
Ferrari just changed the entire conversation around electric cars. The Luce is Ferrari’s first all-electric vehicle and it does not arrive apologetically. 1,050 horsepower. Four motors. One per wheel. 0 to 60 in 2.4 seconds. 0 to 124 in 6.8 seconds. Top speed of 193 mph. This is not Ferrari making an EV because they had to. This is Ferrari deciding what an EV should actually be. The interior was co-designed by Jony Ive’s LoveFrom studio and it shows. OLED screens replace the usual wall of displays. The space is clean, intentional, and unmistakably considered. When the former head of design at Apple touches something it tends to look like nothing else in its category. The sound system deserves its own conversation. There are no synthetic motor sounds. Instead an accelerometer captures real vibrations from the electric motors and rear chassis. An algorithm filters out the unpleasant frequencies and amplifies only the musical ones. The result can be heard inside and outside the car. Ferrari found a way to give an electric vehicle a voice that is entirely its own. The paddle shifters on the steering wheel control how aggressively torque is delivered across five levels. The 122 kWh battery delivers a 330 mile range. The 800V architecture supports charging up to 350 kW, taking the car from 10 to 80 percent in under 25 minutes. The trunk offers 21.1 cubic feet of space, the largest luggage capacity Ferrari has ever put in a car. Starting price is $640,000. First deliveries begin October 2026 with US deliveries following in Q2 2027. The Ferrari Luce is not Ferrari entering the EV market. It is Ferrari redefining what is possible inside it.
Future Stacked tweet mediaFuture Stacked tweet mediaFuture Stacked tweet mediaFuture Stacked tweet media
English
19
65
113
13.8K
Dr. Sara Lin retweetledi
Aria Westcott
Aria Westcott@AriaWestcott·
Huawei just dropped something that could reshape how chips get built. They call it the Tau Scaling Law, and it measures progress by how fast a signal travels instead of how small a transistor is. The method behind it is LogicFolding, which cuts signal delay and keeps both transistor density and system performance climbing without shrinking anything physically. They are targeting 1.4nm equivalent chips by 2031. Moore's Law has been slowing for years and the gains keep getting more expensive. Huawei is betting the whole industry, academia included, lands on time scaling as the guiding principle for what comes next.
Huawei@Huawei

HUAWEI's Tau (τ) Scaling Law is a new principle for guiding the future development of semiconductors. By 2031, HUAWEI's high-end chips are expected to feature a transistor density equivalent to 14 Å (1.4 nm) processes. Watch the livestream to learn more! twitter.com/i/broadcasts/1…

English
0
42
64
10.7K
Dr. Sara Lin retweetledi
AI Highlight
AI Highlight@AIHighlight·
🚨 The work apps on your phone collect more data than almost anything else you have installed. Gmail collects 26 types. Teams collects 25. Both pull your precise location. New research broke down all 10. Here is what they take and how to limit it:
AI Highlight tweet media
English
2
48
73
8.9K
Dr. Sara Lin retweetledi
Business Nerd
Business Nerd@Business_Nerd_·
Jensen Huang on the Brutal Truth About Building a Company Nvidia CEO Jensen Huang on whether he'd start his company again knowing what he knows now: "I wouldn't do it." His reasoning is striking in its honesty: "Building a company and building @nvidia turned out to have been a million times harder than any of us expected it to be at that time. If we realize the pain and suffering and just how vulnerable you're going to feel and the challenges that you're going to endure, the embarrassment and the shame and the list of all the things that go wrong, I don't think anybody would start a company. Nobody in their right mind would do it." But then he reveals what he sees as the entrepreneur's secret weapon: "I think that's the superpower of an entrepreneur. They don't know how hard it is and they only ask themselves how hard can it be. And to this day, I trick my brain into thinking how hard can it be. You have to get yourself to believe that it's not that hard because it's way harder than you think." Jensen admits that even now, with all his experience, he wouldn't want to relive the journey: "If I go taking all of my knowledge now and I go back and I said I'm going to endure that whole journey again, I think it's too much. It is just too much." When asked how he got through the emotional trauma of building Nvidia, his answer wasn't about grit or mindset hacks. It was about people: "Family and friends and all the colleagues we have here. I'm surrounded by these people that never one time gave up on me. To be able to go home and to have your family be fully committed to everything that you're trying to do and they're proud of you and proud of the company. You need that. You need the unwavering support of people around you." He closes with an observation that applies to nearly every founder who has built something meaningful: "I'm pretty sure that almost every successful company and entrepreneurs that have gone through some difficult challenges, they had that support system around them."
English
0
12
12
1.5K
Dr. Sara Lin retweetledi
Alex Groberman
Alex Groberman@alexgroberman·
Brands cited in Google's AI Overviews get 120% more clicks per impression than brands that are not cited on the same search result. AI Overview click-through rates just grew 85% in two months. Is your website optimizing for AI Overviews? If you're not, but want to, let's break down exactly what it takes to take advantage. According to Seer Interactive's April 2026 analysis of 53 brands, 5.47 million queries, and 2.43 billion impressions, organic CTR on AI Overview queries rebounded from 1.3% in December 2025 to 2.4% in February 2026. On informational queries where AI Overviews appear, brands that are cited earn approximately 20,700 organic clicks per million impressions. Brands that are not cited earn approximately 9,400 clicks per million impressions on the same SERP. That is 120% more clicks for the cited brand. And that is what SEO Stuff (seo-stuff.com) helps businesses build. If you want to see where your site stands across Google and AI search, start here (it's free): seo-stuff.com/free-audit) As things stand, when a buyer searches a query that triggers an AI Overview, Google assembles an answer and cites sources within it. The buyer sees those cited brands at the top of the page, inside the AI answer, before they ever scroll to the organic results below. And as AI Overviews continue expanding across more queries and more categories, that gap compounds. Every query where your brand earns a citation is a query where you are pulling ahead of uncited competitors by a factor of two. According to Seer's data, comparison queries trigger AI Overviews 95.4% of the time. Question queries trigger them 85.9% of the time. These are the queries where buyers are actively evaluating options. The brands capturing that click advantage share two things. The first is content depth. AI Overviews break queries into sub-questions and pull sources for each one. The brands with comprehensive content covering the full question map in their category are the ones showing up in the AI's retrieval pool. Every sub-question your content answers is another opportunity to earn a citation. The second is authority. The AI retrieves dozens of potential sources for every answer. The ones it actually cites are the ones with the strongest authority signals. Without that authority, your content might be in the retrieval pool but it is not getting selected for the citation. Remember, if you want to see which queries in your category are triggering AI Overviews and whether your brand is earning the citation advantage on those queries, start here (it's free): seo-stuff.com/free-audit So what should you be doing? Well build the content depth that earns AI Overview citations on the queries that matter in your category. Invest in editorial authority that makes the AI choose your content for citation. The retrieval pool is crowded. This is the system SEO Stuff (seo-stuff.com) was built around. The done-for-you package: seo-stuff.com/gold-plan-pack… Expert-attributed content backed by DR50+ backlinks: the content depth and authority that earns AI Overview citations, capturing the 120% click advantage over uncited competitors on the same search results The content package: seo-stuff.com/premium-conten… 60 pages of expert-attributed content covering every question buyers ask in your category, so your brand appears in the AI's retrieval pool across the comparison and question queries that trigger AI Overviews 85% to 95% of the time The authority-building package: seo-stuff.com/premium-backli… Editorial authority from trusted publishers that makes the AI cite your content over every other source in the retrieval pool, giving you 120% more clicks than uncited competitors on the same queries Brands cited in AI Overviews get 120% more clicks than uncited brands on the same search result. AI Overview CTR just rebounded 85% in two months. The brands earning citations are pulling away. The brands that are not cited are falling behind on the queries that matter most. And remember, if you want to see which queries in your category are triggering AI Overviews and whether your brand is earning the citation advantage on those queries, start here (it's free): seo-stuff.com/free-audit
Alex Groberman tweet mediaAlex Groberman tweet mediaAlex Groberman tweet mediaAlex Groberman tweet media
Alex Groberman@alexgroberman

Last week Google announced that Search was undergoing its biggest change in 25 years. Two days later they launched a core algorithm update on top of it. Here is exactly what happened, what it means for your brand, and what to do next: The new Google Search box accepts text, images, files, videos, and open Chrome tabs. It expands dynamically as you type and anticipates your intent before you finish asking. It is powered by the newest Gemini model, now the default model for AI Mode globally. [Want to know where your site stands across Google AI, ChatGPT, Claude, Grok, etc? Check here (it's free): seo-stuff.com/free-audit] Nearly 50% of all Google searches now display an AI answer at the top of the page, up from 34.5%in December 2025. Information agents, which run 24/7 in the background scanning the web on your buyer's behalf, are launching this summer for Google AI Pro and Ultra subscribers. On May 21, two days after saying that Search was changing, Google launched its May 2026 core update. This is the second broad core update of the year and fourth *confirmed* ranking update of 2026. Early observations show thin informational content losing visibility, but not as much as during the last core update. Sites with strong topical authority and named expert voices are holding or gaining, but again, movements aren't as pronounced as the last core update (yet). But back to the new Search box. Google came out and said in a statement that it is not replacing traditional search (yet). Blue links are staying (for now). But the brands that only show up in blue links are now competing for a shrinking share of clicks. Meanwhile the brands being cited inside AI answers are pulling ahead. In fact, brands cited inside AI Overviews earn more organic clicks and more paid clicks than non-cited competitors on the same queries. And with information agents launching this summer, the brands in that cited source pool will be recommended continuously, automatically, to buyers who are actively monitoring their category 24 hours a day. So what should you do? The core update and the Search redesign are rewarding the same signals. Content depth matters, a lot. Cover every sub-question a buyer in your category asks. Every page that answers one of those sub-questions is another chance to get cited. Editorial authority matters a lot, too. Backlinks from trusted websites are what signal credibility to every retrieval system Google has ever built. They lift your entire domain, making every page more likely to appear in AI retrieval for sub-queries. The May core update is rewarding this signal. The information agents launching this summer depend on it. If you need help with all of the above, SEO Stuff (seo-stuff.com) was specifically designed to build this system out. The done-for-you package: seo-stuff.com/gold-plan-pack… 10 pieces of optimized content built to cover the sub-questions Google's AI systems pull from in your category. 3 DR50+ contextually relevant backlinks to build authority. Full SEO and AI search visibility audit and roadmap. The "just content" package: seo-stuff.com/premium-conten… 60 pages of expert-attributed content covering the full question map in your category. The strongest driver of AI citations and topical authority simultaneously. Google is changing. It's time to prepare accordingly. And if you want to know where your site stands right now across Google and AI search, check here (it's free): seo-stuff.com/free-audit There is a reason more than 80 percent of SEO Stuff customers reorder. The results continue long after the work is done.

English
0
37
53
30.9K
Dr. Sara Lin retweetledi
Shensi Ding
Shensi Ding@shensi·
Introducing Merge Gateway - Build Your Own Router. You're three sprints into your coding assistant. You pick the most hyped model, integrate, test, deploy. A month later, a new model drops. Now you re-test, re-integrate, re-deploy. Your product didn't change, but the benchmark did. That's how most AI teams operate. Chasing a "best" defined by people who've never seen their product. There is no best model. There's only the right one for your product, users, and use-cases. Build Your Own Router runs on your definition of good. Pick your benchmarks, weigh them, add your own evals. @merge_api routes every request to your winner. 👉$100 in credits to the first 200 people that comment merge.dev/gateway
English
182
410
1.7K
3.1M