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Editors note: Many thanks to reader B for this share!🌹

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Aja Frost has a simple frame for AI: it’s the new internet, and if your business isn’t findable on it, you’re already behind. 

As the architect of HubSpot’s AEO strategy and the brain behind its free AEO Sensor tool, she’s built the playbooks that are now shaping how thousands of businesses think about AI visibility – and she’s got 14 million citations worth of data to back it up. 

Mindstream: If you had to explain your AI philosophy in a single sentence, what would it be? How has it evolved over time?

Aja Frost: AI is the new internet: Every business needs to be findable on it. 

When ChatGPT first hit the scene, it was obvious to me that it would radically change how customers discover and choose which products to use. It was less clear if businesses could influence AI. But AI is a system, and systems have logic. Once you’ve figured out the rules, you can increase your visibility. 

Which human skill do you think is becoming more valuable in the AI era?

The ability to edit. Edit ideas, prompts, AI output… everything, really. I see a lot of people copying and pasting — they’ll clone their competitor’s ad; they’ll take exactly what AI gave them and hit “publish”; they’ll use a prompt they found on LinkedIn with zero changes. That’s how you get AI slop.  

If you want to get differentiated, valuable, human results with AI, you need to apply a critical lens and customize it to your voice, situation, and desired outcome. 

You started in SEO. What made you realize the old model was losing ground to AEO?

I don’t see AEO replacing SEO. For as long as people use Google — and the models from OpenAI, Anthropic, et al use Google search results to formulate answers — SEO will matter. 

But AEO is obviously more important by the day, and HubSpot moved fast here. When ChatGPT launched, I pulled two of our most experimental marketers off their jobs and into a tiger team. The three of us met every day for several months. We had eight-plus experiments running at any given time. When a test noticeably moved our AI visibility, we scaled and standardized it. 

Once the playbooks were solid, I shared them with our Product team — including the AEO tooling we’d been using to measure results. HubSpot eventually acquired that software (Xfunnel) and folded our learnings into HubSpot AEO, which went into public beta in mid-April. 

Why do some brands show up in AI answers while others don’t?

AI doesn’t rank pages. It answers questions. And most brands are still optimizing for the wrong thing. 

Brands that show up publish hyper-specific content that matches exactly what their buyer is asking — think “best CRM for a logistics company going digital” versus “best CRM.” They structure that content so AI can read it: shorter, focused pages that are well-organized and include original data and insights. And they build off-site presence where AI learns — Reddit, YouTube, LinkedIn, review sites — because brand mentions are the new backlinks. 

AI is changing how people find information online. What does that mean for businesses who’ve spent years building their web presence?

That work isn’t wasted. As I said above, AI uses traditional search to find information — it just goes way deeper and narrower than most humans, who only click on the first one or two links.  

Here’s a fun fact: we analyzed 14 million AI Overview and AI Mode citations, and 62% were blog posts. Your blog isn’t dead — it’s actually one of the most-cited surfaces on the internet right now. 

But the job of the blog has changed. It’s no longer a destination for organic traffic. It’s now also training data, a citation source, and proof AI should recommend you. 

So the answer isn’t “spin it down.” It’s “evolve.” Your blog needs to coexist with a presence on social, third party sites, etc. 

How can business operators prepare for the transition to AEO?

First, start now. The transition has happened. (94% of businesses use AI in their evaluation process, according to Forrester!) Second, you can’t fix what you can’t see. Step one is figuring out where your brand currently shows up across ChatGPT, Gemini, and Perplexity — and where competitors are getting cited that you aren’t. 

What does “good content” mean in the age of AI?

The bar has shifted from comprehensive to extractable. For years, “good” meant long and thorough — “the ultimate guide to X.” That’s what Google rewarded. 

Now, good content answers one question completely, then connects that answer to what you actually sell. Don’t gloss over that second part; it’s what most businesses are missing right now. If your content educates without pointing toward your product, you’re training AI to be smarter without making it more likely to recommend you. 

The other requirement: something only you know. AI can synthesize a thousand generic takes into one paragraph. It can’t synthesize your customer data, your team’s field experience, or your actual business results. That’s what gets cited, and again, makes a buyer likelier to put you on their shortlist. 

Can you walk through a real example of content that performs well in AI answers, and why?

Our AEO guide (written by Dani Lopez and Amanda Sellers) is now the second-most cited page in the AEO space for the prompts we track.  

It’s written and structured to match the way AI pulls information. 

The guide opens with a TL;DR summarizing the main points. Every section leads with the answer, then expands. The SEO vs. AEO comparison table gives AI something clean to extract and quote directly. Each section stands alone — pull any paragraph out of context and it still makes complete sense. 

There’s also an FAQ covering the subqueries someone typically asks alongside the main question. That’s deliberate. AI doesn’t just answer the prompt you typed — it answers a cluster of related questions. Cover the cluster and you show up more. 

What’s one simple thing a small business can do this week to improve their visibility in AI tools?

Pick the top ten questions your customers ask before buying. (If you’re not sure what those are, HubSpot AEO will analyze your website and industry and suggest them for you.) Run each question through ChatGPT, Gemini, and Perplexity. See which brands and websites come up. 

The responses you’re not present in? That’s your week-one project. Find the most-cited source for that question and figure out how to be there next time — through a guest post, a Reddit answer, a thoughtful LinkedIn post. 

You need to show up where the AI is looking. 

Will websites ever matter as much as they once did, or will answers live almost entirely inside AI tools going forward?

Websites will matter more than ever… the role has just shifted. 

The website’s job now is to talk to AI on your behalf — I call this B2B2C, business to bot to consumer — and to serve as your conversion engine when the consumer shows up, ready to take the next step. 

Both jobs are critical. Your content feeds the agents recommending you. Your funnel converts the humans who arrive ready to buy. The websites that win the next decade will be the ones built deliberately for both. 

Aja Frost is HubSpot’s senior director of global growth and a key driver behind its free AEO Sensor tool, which helps companies understand how they show up in AI search.

If you want to learn more about how AEO has replaced SEO, get our free guide on how LLMs read and understand websites!

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Editors note: Many thanks to reader J for this share!🌹

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Editor note: Many thanks to blogger E for this share!🌹

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 YOUR SMARTPHONE LISTENS 24/7. BUT NOT FOR ADS. FOR EMOTIONAL PROFILING.

You’ve noticed it. You mention a product in conversation — it appears as an ad within hours. You told yourself it was coincidence. Then it happened again. And again. You accepted it was “targeted advertising.”

It’s not advertising. That’s the cover story. The listening is real. But ads are the least important thing they’re collecting.

A former NSA signals analyst — 19 years in domestic surveillance architecture — testified that every smartphone manufactured after 2012 contains a secondary microphone. Not the one you use for calls. A second one. Hardwired to a chip that operates independently of the phone’s main processor. It cannot be turned off. It cannot be disabled by software. It functions when the phone is “off.” It only stops when the battery is physically removed — which is why they eliminated removable batteries.

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The secondary mic doesn’t record words. It records tone. Pitch. Cadence. Breathing patterns. Vocal stress indicators. Micro-tremors in speech that reveal emotional states invisible to the conscious mind.

Every conversation you’ve had near your phone for the last 14 years has been emotionally analyzed in real-time. Not by humans. By a system called VOICEPRINT — an AI that processes 4.7 billion vocal streams simultaneously and categorizes every speaker into one of 64 emotional-psychological profiles.

Your profile determines what you see online. What news reaches you. What content is promoted to you. What is hidden from you. Not based on your interests — based on your psychological vulnerabilities.

A person profiled as “authority-trusting” sees content that reinforces institutional credibility. A person profiled as “anxiety-dominant” sees content that maintains their fear state. A person profiled as “awakening-adjacent” sees content designed to discredit the specific truths they’re approaching.

Your entire digital reality is customized — not to serve you, but to manage you. Based on what your voice reveals about your mind.

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The system doesn’t just profile. It predicts. VOICEPRINT can detect a psychological shift 72 hours before the person becomes consciously aware of it. A change in vocal micro-patterns that indicates someone is about to question their beliefs. About to research something dangerous. About to wake up.

When the system flags a “pre-awakening” vocal signature, the individual’s entire digital environment shifts within hours. Search results change. Social media feeds restructure. “Debunking” content floods their recommendations. Friends who might encourage the awakening see their messages delayed or suppressed.

They don’t wait for you to wake up and then react. They hear it in your voice before you feel it in your mind. And they intervene before the thought fully forms.

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The Alliance gained access to VOICEPRINT’s architecture in 2023. They didn’t shut it down — they reversed it. The same system that identified “pre-awakening” signatures is now being used to protect those individuals instead of suppress them.

Content that accelerates awakening is now being promoted to flagged individuals instead of buried. Suppression algorithms are being inverted. The digital cage is being turned inside out — using the same infrastructure, the same AI, the same profiles — but serving the opposite purpose.

Your phone is still listening. But what it hears is no longer being used against you. The system changed hands. The microphone didn’t change. The intention behind it did.

CODE: VOICEPRINT / SECOND-MIC / 64-PROFILES / INVERSION-ACTIVE

They heard you waking up. They tried to stop it. Now the same system that suppressed you is accelerating you. The tool changed sides.

Your phone heard every doubt, every question, every moment you almost woke up. It was used against you. Not anymore. 

Share this. https://t.me/MrKidPool17

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By: Angel Adams

You know the saying “once in a blue moon”?

Tonight, it’s literally happening.

A Blue Moon is rising.

Not blue in color, but blue in rarity.

This is the second Full Moon in the same calendar month—a cosmic glitch that only occurs every 2 to 3 years.

And this one?

It’s in wild, untamed Sagittarius.

The cosmic archer.

The truth-seeker.

The sign that would rather burn bridges than live a lie.

If you’ve felt a sudden, almost violent urge to speak your truth this week…

If you’ve been replaying old conversations in your head, wishing you had said what you really meant…

If you’re feeling a restless, suffocating need to break free from something (or someone) that’s been draining you…

That’s the Blue Moon energy building.

Sagittarius doesn’t whisper.

She roars.

And tonight, as this rare lunar event peaks in the early morning hours, she’s going to roar the truth you’ve been avoiding straight into your consciousness.

Here’s what most people don’t understand about Blue Moons:

They’re cosmic course corrections.

Because they happen when two Full Moons squeeze into one month, they represent a doubling of lunar power—a celestial reset button.

This particular Blue Moon is here to expose the polite lies you’ve been telling yourself about your love life.

The ones that sound like:

• “I’m fine being alone.”
• “They’ll change eventually.”
• “I don’t need that much affection anyway.”
• “This is just how relationships are.”

Tonight, under this rare Sagittarius Moon, those lies are going to feel unbearable.

And that’s the gift.

Because you can’t change a pattern you won’t acknowledge.

The Sun in Gemini (communication) is directly opposing this Moon in Sagittarius (brutal honesty), creating a cosmic tug-of-war between what you say you want and what your soul is screaming for.

Add in the volatile Mars-Pluto opposition happening right now, and you have a recipe for explosive truth-telling.

Relationships that have been “fine” will suddenly feel suffocating.

People you thought you needed will suddenly feel… optional.

And the future you’ve been tolerating will suddenly feel like a prison.

This is not a breakdown.

This is a breakthrough.

But here’s what you need to understand, Cynthia…

Your personal Moon Sign—the zodiac sign the Moon was in when you were born—determines how you process this intensity.

Some Moon Signs will want to run.
Some will want to fight.
Some will freeze and shut down completely.

If you don’t know your Moon Sign, you’re navigating this rare Blue Moon event completely blind.

Get your free personalized Moon Reading before the Blue Moon peaks tonight.

Let the stars show you:

• What truth this Blue Moon is forcing to the surface
• Why you keep choosing partners who can’t meet your emotional needs
• The exact type of love your soul is hungering for

This is a once-in-a-blue-moon opportunity (literally).

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High in the sky tonight, the bright and glowing moon is peaking to shine a brilliant light on your deepest craving for authenticity and meaning. 

As this luminous energy washes over you, a sudden realization might beautifully shift the way you see your world. 

You are being gently reminded of what truly matters to your heart and what you can finally let go of. 

Let this fresh, warm clarity guide your next steps without a single ounce of fear holding you back. 

Truth is not something that limits you, but rather a gentle breeze that sets your spirit completely free. 

Follow the path that feels most authentic to your soul, and let it safely carry you forward into brighter days.

– The Universe

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