What if earbuds understood every dialect perfectly? Inside is the Google Cloud AI architecture our Agents of Change, Mivi uses to make it realWhat if earbuds understood every dialect perfectly? Inside is the Google Cloud AI architecture our Agents of Change, Mivi uses to make it realWhat if earbuds understood every dialect perfectly? Inside is the Google Cloud AI architecture our Agents of Change, Mivi uses to make it real.
Google is now explicitly telling businesses to focus on AI search traffic alongside SEO.
This comes straight from Google’s John Mueller.
Someone asked him a question a lot of businesses are worried about right now:
“Is SEO still enough, or do we need to start thinking about GEO too? Ranking on Google doesn’t guarantee your brand will show up in ChatGPT, Gemini, or Perplexity.”
Mueller’s response speaks for itself.
He said:
“If you have an online business that makes money from referred traffic, it's definitely a good idea to consider the full picture.”
Translation:
Google no longer views old-school Google Search as the only distribution channel that matters.
And solving that problem is a big reason why SEO Stuff (https://t.co/wKpf0EILTx) is coming off another record month.
Then came the line from Mueller that a lot of people skimmed past:
“Thinking about how your site’s value works in a world where AI is available is worth the time.”
That is an acknowledgment that AI already changes how traffic, visibility and attribution work.
Ranking still determines eligibility, but AI does play an increasingly large role in site amplification.
(If you want to see where your site stands across Google and AI search, start here:
https://t.co/Pn764BHwyL)
This past week Google laid out what Search will look like from this point going forward.
The new Search box will accept text, images, files, videos, etc. And it'll anticipate your intent before you even finish asking your question.
It is already powered by the most advanced Gemini model ever put into search, and then layered on top of that, agents will now be able to run 24/7 in the background on behalf of the buyer.
The new Search process works like this:
Step 1: The buyer describes their problem, their category, their needs in full.
Step 2: The agent breaks that down into sub-topics and maps out a plan.
Step 3: It determines what intel is needed right now versus later.
Step 4: It monitors blogs, news sites, and social posts continuously for relevant changes.
Step 5: It sends the buyer a synthesized update with links and the ability to take action.
All of which is to say, blue links are not going away in the short-term, but AI's influence over Search isn't magically going to start decreasing.
If your business depends on referred traffic, pretending AI doesn’t exist is no longer realistic.
This all matters because AI systems don’t rank pages from scratch.
They pull from the existing ecosystem and favor:
Pages that already rank well.
Sites with clear entity definitions.
Content that explains and compares
Brands that are consistently referenced and attributable.
Search in 2026 understands the topic and it needs to understand your business too.
And that’s also why SEO Stuff is structured the way it is.
Take the done-for-you plan, for example.
https://t.co/yEFyM0Ze7W
AI systems summarize and compare.
They repeatedly pull from:
Best X for Y pages.
X vs Y comparisons.
Decision-stage buyer guides.
Clear answers under question-based H2s.
The done-for-you plan optimizes content, builds authority and is engineered to:
Rank in Google first.
Be cleanly summarized by AI systems.
Answer questions directly and extractably.
Tie answers back to a specific brand.
Then there’s the done-for-you content package, which is for sites who have strong authority but aren't capitalizing on it.
https://t.co/4CAnUt07PO
Search in 2026 thinks in categories, entities and relationships.
If your site doesn’t clearly answer:
Who you are.
What category you belong to.
When you should be mentioned.
AI systems won’t include you consistently.
This package patiently builds:
Full topical coverage.
Entity reinforcement across use cases.
Category-level authority.
Freshness through expansion and updates.
This is how you start being a recognized entity.
And finally, the "authority-only" package, for sites that can handle optimizing content on their own but lack the authority necessary to be respected by Google and AI search.
https://t.co/Z9m9D7TjES
Every serious study we’ve covered shows the same thing.
AI systems are conservative.
They reuse sources they already trust.
Yes, backlinks from real, authoritative domains help rankings, but they also tell AI systems:
“This source is safe to repeat.”
Look, if your SEO foundation is weak, AI will expose it faster.
If your foundation is strong, AI will amplify it across:
Google Search.
AI Overviews.
Gemini.
ChatGPT.
Perplexity.
And so forth.
Google is literally telling you to understand how visibility actually works now.
You should listen.
And if you want to see where your site stands across Google and AI search, start here (it's free):
https://t.co/Pn764BHwyL
Transform unstructured chaos into actionable business intelligence in seconds.
Learn how to forecast with AI Agents in this codelab → https://t.co/8JBEAbdO4e
Meet Cue.
A macOS app that brings AI to every text field on your mac.
Slack. iMessage. Gmail. Linear. Notes. Terminal. Anywhere.
No tab switch, no copy-paste, no losing threads.
https://t.co/5rTzLNsob7
Anthropic engineer showed how one person can run 5 AI agents, that code, test, review, and deploy at the same time.
In 30 minutes they built the whole thing live in one session.
Here's what they cover:
> when to use one agent vs a full team
> how to split work so agents don't step on each other > the exact framework for deciding what each agent handles
that's exactly why, I put together a guide on building agent teams that actually work.
full guide in the article below 👇
AI anime storytelling is crazy now
I used ChatGPT Image 2.0 to create an entire anime short film storyboard.
Then Seedance 2.0 turned it into a cinematic animated scene in minutes.
step by step tutorial with prompts: 👇
stumbled onto something genuinely impressive today
https://t.co/5prVIolWzn - real-time interactive AI avatars with 180ms latency
let me break down why I think this is one of the more underrated AI products right now 👇
most AI agents are either a chat box or a robotic voice.
anam gives them a face. photorealistic. micro-expressions. no looping, no mouth-dubbing nonsense.
the numbers are hard to ignore:
→ +44% engagement when your agent has a face vs text/voice only
→ CARA-3 (their latest model) is #1 across ALL avatar benchmarks in 2025
→ 33% faster than the next-best competitor
→ 180ms avg response time, literally faster than a blink → 70+ languages with native voices
→ plug in your own LLM, your own voice, your own avatar image
use cases they're already disrupting: customer support, sales, medical services, language tutoring, skill training
and it's actually developer-friendly. clean SDK, LiveKit + Pipecat integrations, no-code option if you don't want to touch the API
if you're building AI products or advising companies on AI strategy, this is one to watch
Grok foundation model V9-Medium (1.5T) has finished training. Evals look good. A lot of Cursor data was added in supplementary training and there is more to come.
Fine-tuning is underway and reinforcement learning begins in a few days. 2 to 3 weeks to public release.
This will be a major improvement over the 0.5T v8-small that currently serves all Grok production traffic, especially for difficult coding tasks.
Claude vient de sortir les "Skills".
On en a créé 10 pour le SEO.
Voici comment transformer Claude en équipe SEO complète :
(sans code, sans clé API)
La plupart des gens utilisent l'IA pour le SEO comme un chatbot.
Tu poses une question, tu obtiens un conseil générique, tu copies-colles, tu recommences.
Le souci : ce conseil n'est pas basé sur TES données, et il ne fait pas le boulot à ta place.
Seul souci : La plupart des gens font encore leur SEO à l'ancienne, lentement, à la main.
Voilà ce qui se passe généralement :
→ Ils jonglent avec 5+ outils SEO qui ne communiquent pas entre eux
→ Ils paient 100€+/mois pour des dashboards qu'ils n'ouvrent presque jamais → Ils copient-collent entre ChatGPT, Search Console et des Google Sheets toute la journée
→ Ils obtiennent des "best practices" génériques qui marchent pour personne → Résultat : des heures de boulot inutile, zéro mouvement réel sur les positions
Ce n'est PAS comme ça que le SEO devrait marcher en 2026.
Les Claude Skills changent tout. Chaque skill est un expert SEO spécialisé qui lit tes vraies données et fait le boulot. Toi tu fais juste glisser, déposer, et demander.
Les 10 skills que tu reçois :
On-page & contenu :
→ meta-optimizer : réécrit les title tags + meta descriptions qui se font vraiment cliquer
→ internal-linker : trouve les pages orphelines et suggère des liens depuis ton contenu existant
→ content-gap : compare ta page au top 10 des SERP, te dit ce qui manque
→ schema-generator : génère un balisage schema valide pour n'importe quel type de page
→ cannibalization-finder : repère les pages qui se battent pour le même mot-clé
Technique & GSC :
→ gsc-auditor : récupère tes données Search Console, fait remonter les quick wins
→ ctr-booster : trouve les pages avec beaucoup d'impressions mais un faible CTR
→ robots-checker : détecte les problèmes d'indexation avant qu'ils te coûtent du trafic
→ keyword-clusterer : regroupe tes requêtes en clusters thématiques → backlink-analyzer : note ton profil de liens, repère les liens toxiques
Comment les utiliser :
→ Glisse le dossier que je t'envoie dans Claude
→ Connecte ta Google Search Console
→ Dis-lui ce dont tu as besoin
→ Il lit la skill, puis s'occupe de ton SEO
Pas de setup compliqué. Pas de clé API. Pas de code. Juste glisser, déposer, demander.
Ce que c'est : 10 experts SEO spécialisés qui tournent dans Claude, gratuitement.
Ce que c'est PAS : une énième liste de "meilleurs prompts ChatGPT pour le SEO".
-----
Tu veux les 10 skills ?
1. Follow moi
2. Commente "CLAUDE" en-dessous
3. Reposte ça
Google promised that Gemini Omni Flash would change the game, but when you put it side-by-side with Seedance 2.0... it’s not even a fair fight. Fingers crossed for Veo4
Chinese cities are beginning to roll out AI-powered robot barber kiosks that use 3D scanning to map a customer’s head and cut hair with millimeter-level precision.
At around 60 yen per session, the idea points to a future where everyday services become automated, cheaper, and available on demand.
The AI Impact Summit showcased the prowess of 1.4 billion Indians.
India will keep making strides in this world in the times to come.
Also shared 2 aspects that caught the attention of world leaders.
#MannKiBaat