Tracking Brand Mentions Across ChatGPT, Claude and Perplexity: A Method
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.
White-Label AI Visibility Reporting: An Agency Buyer's Guide
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.
How to Get Your Startup Recommended When Buyers Ask ChatGPT for Vendors
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.
Automating Weekly AI Brand Scans: A Practical Setup
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.
Do You Need an SEO Suite, an AI Visibility Tool, or Both?
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.
The GEO Glossary: 20 Terms Marketers Need in 2026
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.
The Anatomy of an AI Citation: Position, Context, and Why Both Matter
Being named first by ChatGPT or Claude isn't the same as being recommended, here's how to read a citation like a pro.
GEO for SaaS: Getting Recommended When Buyers Ask AI for Tools
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.
LLM SEO vs Traditional SEO: What Actually Changes
As buyers increasingly ask AI assistants instead of search engines, marketers are discovering that ranking and being cited are not the same game.
How Large Corporations Source Urban-Tech Startups Without Drowning in Noise
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.
Smart Water Management: How Startups Reach Their First City Contract
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.
Public or Private? How Accelerators Are Shaping the Urban Transition
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.
Signal-Based Prospecting: Reaching Out When It Actually Matters
Personalization Tokens That Work, and the Ones That Backfire
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.
Choosing Sales Tools by Team Size: Solo Founder to Scale-Up
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.
How to Evaluate an AI Sales Tool Before You Buy
A vendor-agnostic checklist, data sources, personalization depth, integration honesty, and security, plus the demo questions that separate real products from wrapped GPT calls.
Defining Your ICP Well Enough for AI to Use It
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.
Cold Email Frameworks That Still Work (and Why)
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.
Tailoring Your Pitch to How Each Buyer Decides
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.
AI Sales Intelligence: How to Identify Your Next Best Customers
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.
Personality Analysis in Sales: Tools That Tailor Your Pitch to Each Buyer
A growing set of AI sales tools now reads how a prospect communicates, not just what they do, and adjusts the pitch accordingly.
The Folder That Never Empties
On the quiet compulsion of saving links you will almost certainly never read.
Against the Endless Scroll: Bring Back the Page
Why the humble paginated webpage remains the most humane unit of reading online.
The Annotated Web: Marginalia's Digital Afterlife
From dog-eared paperbacks to browser extensions, the urge to write in the margins refuses to die.
Hyperlink as Argument
What a writer chooses to link, and chooses not to, is an editorial act with consequences.
The Taste Monopoly: When Algorithms Become Gatekeepers
Recommendation engines don't discover culture, they calcify it.
Dark Patterns, Bright Interfaces
The design tricks that make you click what you didn't mean to are older than the internet.
The Essay's Revenge
In the age of the thread and the hot take, the long essay is having the last word.
The Via Link: Credit as Culture
How the small act of attribution shapes, and is quietly abandoning, the web's intellectual ecosystem.