We have definitely moved past the initial “wow factor” of LLMs and into a messy, high-stakes era of agentic implementation and industrial friction.

How has buying changed? Instead of seeking individual links (reference), we now expect AI to synthesize data and provide a completed shortlist (inference).

Users see twice as much content from strangers (influencers, public figures, or recommended posts) as they do from friends and family. www.ippr.org/media-office...

Status: writing about AI without the help of AI.

To win in the era of AI search, move beyond tracking "primary keywords." citability by using structured data (tables, lists), providing proprietary statistics, and ensuring content is written in a clear, extractable format that survives the "fan-out" retrieval process. www.airops.com/report/the-f...

AI models are often trained on datasets that lack diversity, favoring certain sources, narratives, or stereotypes.

Attribution is not about finding "the one true source," but about understanding the influence of various channels on the buyer’s journey www.dearstage2.com/p/how-to-bui...

I don't want to build statistics and glossary pages... I don't want to build listicles... I want to tell the stories and don't care about the format.

Ask a hundred people the same questions, and you’ll get a 100 different answers, some with hallucinations🤔

If you have AI mode in query, you rank for and wonder why the traffic has gone to shit: 64% of AI Mode users clicked nothing at all. In contrast, in Classic Search, 56% of users built their own shortlist from scratch, and 89% clicked at least one link. www.growth-memo.com/p/how-consum...

Pages ranking #1 on Google are cited 3.5x more often by AI than those outside the top 20🤔

Don’t trust outputs; verify them the same as you did with search results.

Letting an LLM write for you is like paying somebody to work out for you. alexhwoods.com/dont-let-ai-...

We keep forgetting people are influenced everywhere—not just where we measure.

Bad inputs = amplified bad outcomes.

AI doesn’t change responsibility—humans are still fully accountable for the code they ship. What AI does change is where the work happens: from writing code → reviewing and judging it. adventures.nodeland.dev/archive/who-...

With AI we are Building faster than we can understand. Ship faster than we can verify. Scale complexity faster than we can manage. Please slow down intentionally.

How does AI-generated content perform in Google Search? Google indexed most pages quickly, but without authority, unique insight, or trust signals, rankings collapsed within months. searchengineland.com/ai-generated... via @searchengineland.bsky.social

Who would have thought that a post about cereal could be fun to read? browsermedia.agency/blog/surreal...

Mobile and tablet devices accounted for 51.3% of global internet usage, overtaking desktop for the first time in October 2016 As of early 2026, bots account for approximately 51% of global web traffic, surpassing human activity for the first time in a decade. 😳

Be a human who uses AI but goes the extra mile to do the human thing.

❌CANCEL your weekend plans. Crystallize MCP is here! mcp.crystallize.com

Stop Counting Clicks: Clicks tell you someone saw you; they don't tell you if they trust you.

It is easy to preach when your belly is full.

AI answer questions without sending users to websites, which breaks traditional click-based attribution, forcing marketing to find new metrics…any new metrics worth checking?

Authenticity is the only thing you have to stand out today.

Is today just a "dejà vu" phase where content creators are once again writing for "machines" rather than just people, mirroring the clunky, formulaic tactics of the early 2000s. martech.org/writing-for-...

A Knight of the Seven Kingdoms is probably the most humane series I've watched in a long, long time. So well written. So well executed.

AI this and AI that, cool but Google search is still the main source of truth. If your content isn't visible in Google, it's hardly gonna be visible in AI as well.

Five AI agents walk into a group chat... You continue :-)

Instead of a list of links (like in classic search) where you can check who's reliable, AI gives you just one answer. AI treat information from a webpage as fact if it ranks well.

Punch the monkey and a $0 marketing masterclass 🧸..stay on top of hype things and use them www.marketingideas.com/p/the-whole-... a cool read

RAG: improves context and knowledge MCP: standardizes tool integration Agents: orchestrate autonomous workflows

MCP vs RAG vs AI Agents ... not sure of the difference? Check this one👇 open.substack.com/pub/bytebyte... via @bytebytego.bsky.social

What say you devs… is it template or boilerplate or accelerator or theme or starter?

Do you remember FrontPage?

From now on @cloudflare.social supports real-time, on-the-fly conversion of HTML to Markdown at the network edge 🤘 blog.cloudflare.com/markdown-for...

AI comes for Super Bowl ads by @caseynewton.bsky.social is an awesome overview of SB ads (scroll down...pun intended)

Hey marketiers and SEOs do you remember DMOZ?

**SHIT**💩 If the internet has trained you to wake up furious about strangers, politics, and headlines you can’t control, it’s not because you care too much. It’s because rage bait works. www.eviemagazine.com/post/rage-ba...

Apparently Google AI Overviews follow up questions jump you directly to AI Mode. This will result in less traffic to your site and more traffic to Google's AI Mode. Plus, Gemini 3 is now powering all AI Overviews globally searchengineland.com/google-ai-ov...)

A good day can give you maybe 3 to 4 hours of deep, focused coding. After that, quality and focus drop. Research in cognitive psychology also supports the pattern. newsletter.techworld-with-milan.com/p/you-can-co... Not just coding. I'd say focused work.

We live in a world where how quickly you cover something is the prize, truth doesn't matter as much as staying in the algorithms.😳

AI Is Lowering the Entrance Fee to Imagination via @hackernoon.com hackernoon.com/ai-is-loweri...

Tesla's Full Self-Driving (Supervised) from a one-time fee to subscription... no doubt we live in a subscription world. I mean, how many services are you subscribed to?

Stop blaming your tech stack for multichannel struggles. 🛑 The real culprit? Your product data model. Learn how to build a foundation that scales with your business and streamlines operations across every channel. cookieduster.hashnode.dev/multichannel...

Take a book instead of scrolling as a way to recover from stress.

Sinners is not an Oscar material movie.

The latest SWIPE argues that we are moving from "look what this bot can do" to "how do we actually ship this". swipemag.substack.com/p/the-vibe-c...

Don't use AI to do your writing. use it for research and to improve your thinking about a topic.