Answer Engine Optimization

topic on 8 shows · 19 statements across 12 episodes

Mixergy More or Less Latent Space Lenny's Podcast the Official SaaStr Podcast the Startup Ideas Podcast Invest Like the Best 20VC

18 statements about Answer Engine Optimization, every show

SAASTR Insight
Lemkin: Software vendors will lose if AI cannot autonomously execute APIs
“You're going to lose in the vendor war if you're not the one that not just is recommended in AO, but where the agent says, I will just do it with this API.”
Jason Lemkin Aug 28, 2026 ▶ 51:25 Who Owns Your Data Now? Agents vs. Systems of Record on The Agents #013
Isenberg: Web optimization has evolved from SEO to AEO to WebMCP
“If you think about SEO, right? It was like, can Google understand the page? And then we had AEO, which is can AI cite the answer? And now we're entering this web MCP era, which is basically, can the agent finish the job?”
Greg Isenberg Aug 26, 2026 ▶ 5:38 WebMCP: Let AI Agents pay you money
20VC Insight
Swulinski: YouTube reviews are top citation sources for ChatGPT and AEO
“YouTube reviews, because they're long form, and they rank long tail. They'll essentially beep, they're one of the main things that get picked up by the answer engine. So you'll have your website, PR, external sources talking about you, and one of the biggest, …”
Matt Swulinski Aug 14, 2026 ▶ 48:11 How to Build a $100M Growth Engine: Lessons from Wispr Flow & Superhuman | Matt Swulinski
20VC Insight
Swulinski: PR now primarily drives AI answer engine citations, not traffic spikes
“Really, that PR is made for citations, right, around AEO. Like, how many external credible sources are writing about you? Then you'll see your AEO traffic significantly increase, because the more of a not-owned narrative is being talked about positively about …”
Matt Swulinski Aug 14, 2026 ▶ 49:18 How to Build a $100M Growth Engine: Lessons from Wispr Flow & Superhuman | Matt Swulinski
AI Engine Optimization is fundamentally no different from traditional SEO
“So I don't think it's very different, honestly, no, because What the AI does is, is it searches the web and like finds answers and then it gives it to you. So it is very similar.”
Yasser Elsaid May 2, 2026 ▶ 38:06 ⚡️ Competing with ChatGPT and Sierra, building a $10M ARR company — Yasser Elsaid, Founder, Chatbase
STARTUP IDEAS Prediction Not checkable as stated
Isenberg: Answer Engine Optimization first movers will dominate niches for years
“If AEO is in 2026 is where SEO was in 2010, first movers will own these niches for years.”
Greg Isenberg Mar 30, 2026 ▶ 13:40 Stop Vibe Coding. Start Getting Customers.
INVEST LIKE THE BEST Prediction Not checkable as stated
Startups Building Ad Optimization Tools for ChatGPT Will Ultimately Fail
“There's going to be almost certainly a cottage industry of companies that are going to come and say, I'm going to help you optimize ads in ChatGPT. There's already companies that help you optimize placement In what is called these answer engines called AEO ins…”
Gokul Rajaram Jan 29, 2026 ▶ 47:23 He Built The Revenue Engines for Google, Facebook & Square · Invest Like The Best
MIXERGY Opinion
Carson: Resend won by mastering Answer Engine Optimization for AI agents
“You know, what's funny is I think they crushed it on AEO answer engine optimization. Because when I was talking to AMP about this, you know, like, hey, I want to send emails, you know, programmatically, it was like, why not resend?”
Ryan Carson Jan 26, 2026 ▶ 8:39 #2295 Ryan Carson: How AI does my marketing for me
20VC Prediction Not checkable as stated
O'Driscoll: Answer Engine Optimization (AEO) will be a major market
“The SEO, the AEO, the answer engine optimization Is going to be a vitally important business. All those companies are going to matter.”
Rory O'Driscoll Jan 22, 2026 ▶ 55:21 Elon Musk vs Sam Altman | The Implosion of Thinking Machines | Can VC Survive Public Pricing? · 20VC with Harry Stebbings
Grosser: Web performance drives SEO, which feeds Answer Engine Optimization
“Performance drives SEO. SEO is an input into AEO.”
Jeanne DeWitt Grosser Nov 30, 2025 ▶ 57:10 What world-class GTM looks like in 2026 | Jeanne DeWitt Grosser (Vercel, Stripe, Google)
MIXERGY Insight
Ethan Smith: Winning AEO requires optimizing YouTube and Reddit, not pure AEO
“So actually to do answer engine optimization really well, I think it's not doing pure answer engine optimization. It's doing all of these other channels, but doing YouTube and Reddit with the intention of helping you on answer engine optimization.”
Ethan Smith Nov 11, 2025 ▶ 7:49 #2285 AEO: How to make ChatGPT promote you
MIXERGY Insight
Smith: Help center optimization is critical for AEO, unlike SEO
“Help center is actually a great place to do that because help center is you talking about how your product works and what it does when it does not do. And so help center optimization is not something you would focus on for SEO, but you would for answer engine …”
Ethan Smith Nov 11, 2025 ▶ 10:30 #2285 AEO: How to make ChatGPT promote you
Smith: Everything that works in SEO works in AEO
“Everything that works in SEO works in AEO, but there are additional things beyond SEO that also work in AEO.”
Ethan Smith Sep 14, 2025 ▶ 10:38 The ultimate guide to AEO: How to get ChatGPT to recommend your product | Ethan Smith (Graphite)
LENNY'S PODCAST Assertion Not checkable as stated
Smith: Early-stage startups can rank in AEO immediately through citations
“That's not the case for answer engine optimization because you can get mentioned by a citation tomorrow and start showing up immediately. You can have a Reddit thread. You can have a YouTube video. You can be mentioned on a blog, like a, you know, a brand new …”
Ethan Smith Sep 14, 2025 ▶ 12:31 The ultimate guide to AEO: How to get ChatGPT to recommend your product | Ethan Smith (Graphite)
Smith: Answering unaddressed subtopic questions drives LLM search retrieval
“The more you answer all the questions, the better. If you don't answer a question, then you're probably not going to show up, and if you answer a question, this follow-up question and subtopic that somebody else is not answering, you're gonna be more likely to…”
Ethan Smith Sep 14, 2025 ▶ 22:51 The ultimate guide to AEO: How to get ChatGPT to recommend your product | Ethan Smith (Graphite)
Smith: Majority of SEO and AEO best practices are incorrect
“SEO and AEO are both interesting in that the majority of the information and best practices are not correct. And the reason why is because people don't do analysis. Somebody will say something and then it will get repeated and everyone, and then it becomes bes…”
Ethan Smith Sep 14, 2025 ▶ 32:06 The ultimate guide to AEO: How to get ChatGPT to recommend your product | Ethan Smith (Graphite)
Smith: LLM answer volatility requires control groups in AEO testing
“We are seeing a fair amount of variance in answers just without doing anything at all. So you definitely want a control group.”
Ethan Smith Sep 14, 2025 ▶ 44:33 The ultimate guide to AEO: How to get ChatGPT to recommend your product | Ethan Smith (Graphite)
Tony Conrad: AI answer engines favor direct press releases over earned media
“In AO, it's just the opposite. It is about actually putting value disproportionate amount of value of whatever's coming from the horse's mouth. Right? So whatever it is that we're putting out there. So a press release, you may not have done one lately because …”
Tony Conrad Aug 29, 2025 ▶ 41:20 #114 Seed Rounds at $2B? The Dangers of AI Hype in VC With Tony Conrad · More or Less Podcast

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