Hey ChatGPT, my pronouns are they/them.
Optimizing for search like a sassy old librarian
Myriam Jessier
For 30 years, brand equity lived in aesthetics: the color palette, the story, the emotional register. A brand whose value is entirely in the vibe has no calculable residue.
So what next? With AI agents, we need to rethink what brand means. Check out my SERanking article in the comments.
CTR assumes someone chose you. Citation frequency measures whether AI systems chose you before the user does.
For more, check out my first article with SERanking on why infrastructure is branding now. (link in comment)
Between November 2025 and February 2026, there was a 32% increase in prompt injection attacks. Research shows up to 84% of these attacks succeed. Not all of them work though. It's a cat and mouse game really.
searchengineland.com/hidden-promp...
Having fun with @stephaniewalter.bsky.social.
No Logo 2.0: The death of branding as an aesthetic pursuit seranking.com/blog/brandin...
Source:
Read the Kinsta study:
Stop treating AI bots equally.
🤖 Training crawlers: Ingest for free (infra cost, 0 return).
🔍 Retrieval agents: Index real-time (drives citations).
Restrict training bots on heavy paths, keep retrieval open, and edge-block unverified scrapers. Bot personas dictate AI visibility.
Read the study here:
The traditional SEO value exchange is dead.
Old deal: Allow crawls ➡️ get traffic.
AI reality: 80% of AI crawlers generate zero clicks. AI referral CTR is an abysmal 0.27% (TollBit).
You're paying server costs to subsidize LLM training for zero return. What's your brand worth inside an AI answer?
Myriam Jessier
Myriam Jessier
Myriam Jessier
Myriam Jessier
Myriam Jessier
Myriam Jessier
Myriam Jessier
Myriam Jessier
Myriam Jessier
Myriam Jessier
Invisible prompts once tricked AI like old SEO hacks. Here’s how LLMs filter hidden commands and protect against manipulation.
