When AI Agents Do the Research, Not Just the Answer
Perplexity just merged Deep Research into Computer — an agent that writes its own search code, reads dozens of pages across the open web, and hands back a finished report instead of an answer with a citation. Getting quoted and getting used inside someone else's research are now different bars.
The GEO Audit Checklist That Isn't Guessing
Every GEO audit checklist says the same five things — schema, FAQs, question headers. A 2026 Ahrefs study found the top tactic on that list does almost nothing for AI citations. Here's the 5-point version with a study behind every claim.
Why the Answer Engine Optimization (AEO) Checklist Everyone's Copying Won't Get You Cited
Search "answer engine optimization" and the first ten results say the same five things. Google's own guidance now calls copied, easily-produced content exactly what it won't cite. Here's what to do now.
Nearly Half of B2B SaaS Is Invisible to AI. Are You?
A 2026 benchmark tested 50 B2B SaaS brands and found nearly half are invisible to AI-assisted buyers — while earning near-perfect sentiment. Being liked and being retrieved are two different problems. Here's why the gap exists, and how one client landed on the cited side of it.