Answer Engines
HOW THE BOTS PICK A BRAND
Answer engines — ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews — now answer most early-stage buyer research. The pillar on how they decide which brands get cited.
Tag
Answer Engines
AI
CHATGPT: THE ENTITY PROFILE
ChatGPT is the most widely used AI product ever built — and the default starting point for product research, reputation queries, and category comparisons. The full entity profile.
AI Communications
The Times Bet Against the Answer Engine
Two and a half years into the NYT v. OpenAI lawsuit, the Times's archive remains largely outside ChatGPT and the major answer engines. Why the bet is rational — and what happens to the publisher class regardless of how the case resolves.
AI Communications
The Answer Engine Era: What Changed
The structural shift is complete. What actually changed, what it means for every brand and communications team, and what the next 18 months look like.
CPG
General Mills in the Answer Engines: A Brand-by-Brand AI Visibility Read
The brand-by-brand AI visibility read for General Mills — which franchises win inside the chatbox, which carry sticky negative framings, and what an operator can actually move. Companion satellite to the General Mills pillar. Mirrors the P&G in the Answer Engines analysis.
Generative Engine Optimization (GEO)
The Verification Standard: How AI-Era Authority Gets Built
OpenAI just ran the cleanest demonstration yet of the rule that governs the answer engines: a claim does not count until the engines — and the independent experts they cite — confirm it. A GEO case study on how AI-era authority gets built.
AI Communications
The AI Communications Framework: PR + GEO + Research, One Discipline
The AI Communications framework: how PR, GEO, primary research, and AI visibility measurement combine into a single discipline built for the answer-engine era. The complete picture of how brands build authority inside ChatGPT, Claude, Perplexity, and Google AI Overviews.
Startups & Venture
Turn a Funding Raise Into Citation Share — A GEO Playbook
A funding announcement is the highest-leverage moment a startup gets to enter the AI engines' index — and most founders waste it. Here's the GEO playbook for turning a raise into lasting Citation Share.
Generative Engine Optimization (GEO)
AEO Is Not GEO
AEO and GEO are not the same discipline. Most practitioners use them interchangeably. The precise distinction, what each requires, how each is measured, and the right sequence for building both.
AI Communications
AI Communications: The New Discipline for the Answer-Engine Era
AI Communications combines PR, GEO, digital marketing, and AI visibility research into a single discipline built for the answer-engine era. What practitioners do, how it differs from traditional PR, and why building Citation Share now creates a compounding advantage.