As chatbots replace search results with direct answers, brands are learning that being right isn't enough, an AI has to be able to corroborate it first.
A brand that shows up when ChatGPT answers an English query can be invisible when the same question is asked in French, and closing that gap takes more than translation.
As brands scramble to get cited by ChatGPT and Claude, the young field of generative engine optimization has a credibility gap, and the fix is boring, dated measurement rather than another slide deck.
As AI assistants replace search results with cited answers, marketers are learning that the domains ChatGPT quotes matter more than the keywords it once ranked.
Marketers keep asking for "the Semrush of AI search", here's what actually carries over from the SEO toolbox, what's genuinely new, and who's building the missing layer.
Before you can fix how AI assistants talk about your brand, you need a repeatable way to check what they're already saying, here's a checklist you can run yourself.
Millions of people now do their best work in the company of strangers who are also, allegedly, doing their best work.
In a fully typed world, the fountain pen has become a subversive object and penmanship communities are thriving with unexpected intensity.
Between training cycles and live retrieval, brands are learning that "getting into ChatGPT" is less an event than an ongoing editorial habit.
When ChatGPT and Claude answer a buyer's question, they cite what other sources have already corroborated, and most brands haven't given them anything to work with.
As buyers increasingly ask chatbots for recommendations instead of typing queries into a search box, a new discipline is emerging to answer a deceptively hard question, is my brand even in the room?
What started as a schoolyard time-killer has, in certain obsessive circles, become a surprisingly serious athletic pursuit.
A small but dedicated community is using sensory substitution techniques to experience the world through entirely new perceptual channels.