As buyers increasingly ask AI assistants for recommendations instead of typing search queries, marketers need a repeatable way to see whether their brand gets mentioned, and the honest answer is that ChatGPT, Claude and Perplexity don't agree with each other nearly as often as anyone would like.
As clients start asking whether ChatGPT and Claude mention their brand, agencies need reporting they can put their own logo on, and a clear sense of what "AI visibility" actually measures.
A practical, four-step playbook for founders who want their company to show up when prospects ask ChatGPT or Claude who to buy from, and a realistic sense of how long it actually takes.
As buyers increasingly ask chatbots for recommendations before they ask Google, marketing teams are turning a manual spot-check into a repeatable weekly measurement, here's what to automate and what to leave to a human.
Traditional SEO platforms still run the show for organic traffic, but they were never built to answer whether ChatGPT or Claude mention your brand, and that gap is now a line item worth pricing out.
As AI assistants replace search boxes for buying decisions, marketers need a shared language for a channel that didn't exist three years ago, here are the 20 terms worth knowing.
Being named first by ChatGPT or Claude isn't the same as being recommended, here's how to read a citation like a pro.
A growing share of software shopping now starts with a question typed into ChatGPT or Claude, and SaaS teams are discovering that showing up in the answer is a different game than ranking on a search results page.
As buyers increasingly ask AI assistants instead of search engines, marketers are discovering that ranking and being cited are not the same game.
For innovation and CSR leaders in logistics, waste, telecom, transport and energy, the hard part of urban innovation is no longer finding startups, it's finding the right ones without wading through hundreds of pitch decks.
In a sector where sales cycles can stretch across multiple budget years, founders selling smart water solutions to city halls are learning that technical merit alone rarely closes a deal.
As climate-and-city startups multiply, founders and officials alike are weighing whether public-backed or private accelerator models offer the better path to real deployment in cities.
A field-level breakdown of which cold-email variables signal real research, which announce a mail-merge, and where AI closes the gap between the two.
The right stack looks different at 1, 5, 20 and 50 sellers, here's what to adopt, what to skip, and where teams typically hit a wall and re-platform.
A vendor-agnostic checklist, data sources, personalization depth, integration honesty, and security, plus the demo questions that separate real products from wrapped GPT calls.
Most ideal customer profiles are written for a slide deck, not a scoring engine, here's how to encode the attributes that actually tell an AI system who to prioritize today.
The best-performing cold emails in 2026 still lean on old structures, PAS, before-after-bridge, and the one-liner hook, but only when the personalization underneath is real enough to hide the skeleton.
The same pitch rarely lands twice, because analytical buyers, drivers, and expressives don't weigh evidence the same way, and AI has gotten good at telling them apart before you're on the call.
Scoring platforms promise to tell reps who to call next, but the smartest sales teams treat the ranking as a starting point, not a verdict.
A growing set of AI sales tools now reads how a prospect communicates, not just what they do, and adjusts the pitch accordingly.
On the quiet compulsion of saving links you will almost certainly never read.
Why the humble paginated webpage remains the most humane unit of reading online.
From dog-eared paperbacks to browser extensions, the urge to write in the margins refuses to die.
What a writer chooses to link, and chooses not to, is an editorial act with consequences.
Recommendation engines don't discover culture, they calcify it.
The design tricks that make you click what you didn't mean to are older than the internet.
In the age of the thread and the hot take, the long essay is having the last word.
How the small act of attribution shapes, and is quietly abandoning, the web's intellectual ecosystem.