As many orgs learned the hard way this year, winners won't be teams with the most extensive AI implementations. Rather, go-to-market success will be measured by the ability to ship workflows into production, measure lift, and control how much damage occurs when things go wrong.
Read More
Source: Profound.
The Trial of Traditional SEO
Arguing that GEO is "just SEO" because both involve structured content is like arguing soccer is "just basketball" because both involve a ball.
Read More
The Next Trillion-Dollar AI Opportunity is GTM. SaaS Won't Capture It.
The next generation of unicorns will be services-as-software: companies deploying engineers and intelligence into organizations, building and running systems on top of their own platforms.
Read More
GTM Teams Still Can't Answer the Most Basic Question
Most GTM stacks are a loose federation: dozens of tools, partial APIs, data living in silos, and every team working off a slightly different picture of reality. Until teams unify internal data with external buyer signals, the entire system is guessing.
Read More
The AI Bubble and the Curve We’re Not Measuring
At the macro level, AI still looks like a giant question mark. But at the micro level, inside the bellies of actual businesses, at this very moment, it’s changing how work gets done.
Read More
Atomic Content: How to Make Your Pages Citable in AI Search
A content atom is the smallest, self-contained unit a model can cleanly cite. One concept, one claim, one answer per URL. Most sites ship sprawling pages with no internal structure; atomic content removes the guesswork by making each claim independently extractable.
Read More
The Discovery Wars: Why AI Answers Are Replacing Search
AI answers are where shortlists form. If you want the buyer, win the mention. The Discovery Wars will be won by those who understand that what matters now is whether the models know you exist when the buyer asks.
Read More
How B2B Buyers Build Shortlists: GEO For AI Overviews, ChatGPT, And Perplexity
A procurement manager opens ChatGPT: “SOC 2 compliant tools with Okta SSO, US-only data residency, under $80 per user.” Thirty seconds later she has five vendor names with links. Maybe she clicks one or two. Maybe she just screenshots the list and closes the tab. Three days later she types your brand name directly into Google. By Thursday she's on a demo. You never saw the referral from ChatGPT, but that's where she built her shortlist.
Read More
The Dark Traffic Effect: Measuring Invisible Demand from AI Answers
A growing share of everyday decisions will begin in an AI chat box and end without a referral click, so your job is to be present inside the summaries people trust and to account for the lift that presence creates in exposure, in recall, and, ultimately, in pipeline.
Read More
When the Flame Stays Lit
The ancient Greeks imagined immortality as an act of the gods: Heracles ascending to Olympus, the soul escaping the flesh. Silicon Valley imagines it as a service tier: your mind backed up, your memories monetized, your "you-ness" sold back to you in a subscription-based SaaS bundle.
Read More