The PLG motion for LLM Brand Governance is wild.
CMO enters their URL.
In 30 seconds they see AI hallucinating their brand.
Emotional impact: immediate.
Conversion: obvious.
We're not selling software.
We're selling a mirror that shows something terrifying.
Honest question for the SEO community:
When your client asks "why did our traffic drop 30%?"
Do you mention AI answer engines?
Or do you still pitch a technical audit and more backlinks?
The honest answer tells you everything about where the industry is right now.
#SEO#AIO
Knowledge graphs were Google's secret weapon for 10 years.
OpenAI, Anthropic and Perplexity are building their own versions right now.
The brands that get their entity data clean and structured before those graphs solidify will be impossible to dislodge. The rest will spend years
The AI search market in 2026:
Perplexity: 100M+ users
ChatGPT search: 100M+ queries/day
Google SGE: rolling out globally
Combined: they're eating Google's lunch.
And every brand's organic strategy was built for Google.
The retrofit is going to be expensive.
#AISearch#AIO
Biggest surprise: brands with massive SEO budgets scoring 15/100 on Machine Readability.
Perfect Google rankings.
Invisible to every LLM.
Two completely separate problems.
Almost nobody is solving the second one.
→ https://t.co/sNOYKFm8pn
Google rankings are one thing.
Being 'seen' by AI answer engines is another.
We are entering the era of LLM Brand Governance.
Most companies are still optimized for the web of 2020.
They have no idea how invisible they are to the web of 2026. #AIO#BrandGovernance
For the devs in the room:
JSON-LD isn't new.
https://t.co/7nQHubVLvY isn't new.
Structured data isn't new.
What's new: it's now the difference between your client's brand existing in LLM outputs or not.
The most underrated skill in web development right now.
#JSON-LD #AIO
Unpopular opinion:
The entire MarTech stack built between 2010-2023 is becoming obsolete.
Not slowly.
The moment your customer starts asking ChatGPT instead of Googling — your €500K/year tooling answers a question nobody is asking anymore.
#MarTech#AIO#Disruption
Modern SEO isn't just keywords anymore.
It's a spectrum:
- SEO: Technical/Keywords
- AEO: Answer Engine Optimization
- GEO: Generative Engine Optimization
- AIO: AI Optimization
If your strategy stops at page speed and backlinks, you're missing the future of search. #SEO#AIO
Poor "Machine Readability" = a total loss of control over your B2B narrative. That’s why we built Voktix: ensuring AI models understand and accurately reflect your brand reality. Welcome to LLM Brand Governance. 👉 Audit your AI presence: https://t.co/WY9kmTFGlk #SEO#AI
Data is business infrastructure. But how it's consumed just changed. Yesterday: Search Engines. Today: LLMs (ChatGPT, Perplexity). If your corporate data isn't formatted for AI, models hallucinate your brand. A thread on why this matters 🧵👇
@rustybrick Explaining this volatility to clients is a nightmare for agencies. The traditional SEO playbook is breaking. The fix isn't chasing the algorithm, it's shifting to LLM Brand Governance...