LLM copywriting best practice #5: vagueness is a disqualifier. Does your copy name a specific subject? Does it quantify the claim? Does it state the condition under which it's true? If not, the retrieval system has nothing to grab. Want to improve? Check how to write for AI search.

LLM copywriting best practice #4: label your sections. H2s and H3s are retrieval signals for machines. A heading above a paragraph improves its relevance score for AI systems by up to 17.54%. No new content required, just correct the structural wrapper (your headings) around what already exists.

LLM copywriting best practice #2: write for fragments not sequence. Most mid-page copy fails because it was written to be read in sequence, not extracted in fragments. The isolation test is the fastest way to find where your content has a utility gap. The test is easy & free.

LLM copywriting best practice #3: state relationships, don't list entities. LLMs need 4 things: a named entity, an explicit relationship, a preserved condition, and a specific detail. "Our platform makes project management easier" fails all four. Read on to find concrete examples.

LLM copywriting best practice #1: don't write more, write tighter. Content density beats length in AI retrieval. You get around 380 words to make an impression. A single self-contained sentence with a named entity, a stated relationship, and a specific condition outperforms 3 paragraphs of fluff.

Aesthetic Study · Dawn of the Eurozone This little blurb: If your local coffee shop has started to look like a Ryanair gate in 2003, you’re not alone. We’re in the era of Barcelonacore with folks cosplaying European summer as defined by Puma Speedcats, low-rise cargos, and sheer tanks.

Absolutely freakin’ loving this: the awesome and insanely smart and funny @myriam.dopamine.builders wrote about my utility-writing framework: searchengineland.com/ai-search-pl...

Parametric memory is the vast repository of information an LLM "absorbs" and stores directly within its internal weights and parameters during training, essentially acting as the model's built-in, long-term intuition. That's it. Now you know more about AI "memory".

Physics says time is a static block, not a river. Humans project "flow," but LLMs don't. To an AI, a 2017 brand disaster is happening RIGHT NOW. Stop waiting for time to heal your reputation; the machine has no clock. There is no 'fading into the past' inside a training set. Read about brand drift:

Most people want a "good grade." Pros want to find the bugs, figure out what doesn't work, get better, build something worthwhile. Assume bugs. Entropy is part of the journey. feeds.feedblitz.com/~/939887294/...

A hallucination cost a company 25 million in sales. The solar contractor Wolf River Electric dealt with Gemini hallucinations. Gemini hallucinated a non-existent lawsuit from the Attorney General. Competitors used that fake news. It snowballed from there. That's another brand drift issue.

AI memory is a recursive trap. It draws on a "cached" version of you from months ago, locking you in a cocoon of familiar, safe, same...same...same. I don't want to be defined by my past biases. Growth requires letting go.

My brain beats an AI because it's lossy. Perfect recall isn't the target. We can only simulate the future because our past isn't fixed in stone. Forgetting is what makes imagination possible. True intelligence isn't defined by what you store, but by how efficiently you discard the noise to hone in.

Infinite memory is a prison. To grow, we must forget. Tech giants want AI to have infinite memory but high-performance intelligence requires curated erasure. We need tools built for revision, not just retention. If AI doesn't know how to let go, it's an anchor dragging us down.

The first "Schema.org" involved a tomato in 1750 Carl Linnaeus gave us binomial nomenclature, the original language for nested hierarchies. Taxonomy isn't just for plants or librarians. I think 2026 is going to be about structuring the web to make it clearer for humans, crawlers and AI agents.

Musing inspired by Carl Linnaeus. He invented index card because he was drowning in global data. Systems aren't for productivity; they’re for survival. Stop storing info. Start arranging it, remixing it. The value isn't in what you know. It's in how expertly you can remix it.

Update: I got the pattern in my head now, so I can just be in the flow and continue working on it. Also apparently I now rewrite patterns on a napkin to adapt it for my niece, who have I become? Please enjoy said niece, looking fab in a dinosaur hat. ROAR.

Executives are professional rationalizers. They are paid to remain calm. If you present a "declining trend" or a "inefficiency," their psychological immune system kicks in to explain it away ("it's seasonal," "market headwinds," "we're pivoting"). That is Region Beta.

When Google’s AI happily invents special deals, that’s AI brand drift: the gap between what you actually offer and what the machines confidently say you do. AI systems will define your brand for you...and not always in ways that are accurate, fair, or even commercially viable. ​

LinkedIn AI content musing: if you don't write it, you don't understand it. If it’s not worth writing yourself, it’s probably not worth reading IMO. Your "messy" original thought is the asset. AI text is a "Frankenstein’s monster" of other people's data. It's a commodity with no authorial intent.

The art of delivering bad news in a nutshell: 1. Don't bury the lead or minimize the loss. 2. Explain the context with data. 3. Numbers come with feelings attached. Validating frustration neutralizes the emotional impact. 4. Go from "we failed" to "we learned X, so now we do Y."

so he doesn't have a fractured hand. the clinic's AI hallucinated it. literally thousands in lost flight, a painful trip to the ER, a cast-like bandaid forrrrrrrrrr nothing. the fractured hand had healed normally.

Stop using "Explain Like I'm 5." It insults your audience. Instead, treat them like a smart peer on their first day: capable of understanding, but lacking context. Your goal is to orient, not dumb down.

Emotion is the new moat. Features are easy to copy. Feelings aren't. Andrew Hogan argues that "resonance" is the only sustainable competitive advantage left. If your product doesn't make users feel something, it is vulnerable to the next clone.

Musing of the day: connecting dots across domains is now more valuable than deep expertise in just one.

Digital PR is not just "SEO with better storytelling." It focuses on audience, narrative, and brand authority. 1. The "Why": Are you fixing a reputation or building one? 2. The Audience: Who are we talking to? 3. The Timeline: 3-month pilots rarely work. You need 6-12 months for impact.

Hey @johnmu.com weird question. I see the "catch-22" for sites when it comes to stuff like the Stanley toolkit: being penalized for something that we can't technically fix on our servers. This has ome "security as UX vibes". Curious to know what you think. www.darkreading.com/remote-workf...

Forget 4K, for AI search optimization, visual anchors are priority #1. Don't block UIs with your head in Loom demos, rotate products slowly for 3D modeling, and keep labels camera-facing. Consistent brand codes help models identify you across different videos. Get more good advice here:

The "semantic gap" between image and text is gone. Google’s Gemini 3 Flash uses reasoning to zoom, inspect, and perform visual math. Read my article on image AI search optimization best practices: searchengineland.com/image-seo-mu...

I'm a #UKContentAwards judge this year! My judging lens for quality content this year: 1. Does the content actually support a clear business goal? 2. No fluff: is the content noise or something that can be scanned by humans and machines? 3. Does it deliver zero-click value and high-intent utility?

"Brand Drift" happens when AI doesn't have enough facts about you, so it assumes you're like your competitors. High-quality video provides the "ground truth" proof to stop AI hallucinations. There are many reasons for that, check out why here and get tips on how to optimize videos in 2026.

Jump cuts are killing your AI search efforts. AI models sample video at ~1 frame per second. If your info flashes too fast, the AI misses it and "hallucinates" your brand details based on competitors. Slow down your roll, quite literally. Want video optimization tips that work in 2026? Read this

I have a world war II question: too many old undetonated things from the war end up in men's rectums and they go to the ER in France. Is this just a French thing. Also why does it keep happening?

Your voice is a highlighter for AI. Use audio bolding: 1. Enunciate: Speak key terms and brand names clearly. 2. A short pause before and after a main point acts like a "comma" or a "period" for the AI. The cadence of speech influences the tokenization. Check out this article on the topic:

Most SEOs chase volume. The good ones chase value.

"Magical Thinking" (the belief that thoughts = reality) is a strategy killer. It breeds confirmation bias: you ignore red flags because they ruin the "vision." I know we are dealing with a lot more CEO "manifesting" AI...so the more you know.

For the French, the press didn't just report on the Republic; it created the Republic. Normalizing behavior in the press is propaganda. Calling it out matters for a proper democracy. And no you can't sue and call it fake news. The 1881 law there makes it hard to censor the press.

Locksmith stickers are annoying but great marketing: 1. They remove the "Search Tax". No need to Google or ask an AI. The sticker provides it with zero friction. 2. The locksmith sticker is where the user is. 3. They capitalize on "Low-Cognition" moments. No thinking, just dial.

x.com/grok/status/... I have been avoiding Twitter and the Grok bits. Ugh.

Stop sending your boss spreadsheets full of SEO stuff. Most of them don't care. Build your SEO roadmap like a product manager: Kill the audit dump. Prioritize by revenue impact Align with business goals, not just algo updates. A roadmap is a strategic argument for resources, not a to-do list.

Hot take: if your Total Addressable Market is 1,000 companies, stop looking for statistical significance. Start looking for patterns in customer interviews. Good judgment beats bad data every time.

We should obsess over the constraints. Dave Kiss wanted to win a WD-40 brand contest. His odds looked terrible. He found a loophole: "Video Format" was weighted 2.5x higher. He didn't need to be good. He just needed to be a video. Find the path of least resistance.

There's a rolling fog in my area. Time for me to go walk in the cemetery and practice Duolingo, thus terrifying people walking their dogs there. They can't see me but they can hear my French accent. French people are buried in that place so they assume I'm a ghost asking unhinged questions.

The Pinterest 2026 Trends Report is interesting: 1.Cabbage Crush Food Searches for "cabbage dumplings" are up 110%, the economy impacts palates. 2. Pen Pals Gen Z is actively rejecting "instant" for "intentional." 3. Darecations : Adventure tourism is up 75%. Watch what people buy & why

Checked and my dog is the same length as the burger receipt.

Your April Fool’s joke might damage your brand. Brands are finding their April Fool's pranks surfacing in AI answers as historical facts. You are feeding the machine that narrates your brand. Audit your "Shadow Brand": the old content, jokes, and lawsuits that treated as gospel by LLMs.

Don't ask WHY, ask HOW futurism.com/artificial-i...

Nope. Not working today.

Ah yes. AI art and the good old piss filter. www.reddit.com/r/isthisAI/c...

I wish some folks would lose everything they lied so hard to get. I'm petty like that.