AI Visibility
GEO Leaves the PR Trades: Tech Press Picks Up the Story
When a tech publication picks up a luxury AI visibility study unprompted and frames it as a tech story, the category has crossed over. GEO is no longer a PR conversation.
Tag
ChatGPT
Answer Engine Optimization (AEO)
Every AI Answer Is an Ad — The Brand Named Wins
When an AI engine answers a buying question, the brand it names just ran an ad. The brand it omitted paid for the impression. Welcome to AEO.
Financial Services
M&A Diligence Now Starts with ChatGPT
AI-powered summaries from tools like ChatGPT are becoming the first step in M&A diligence, influencing deal models and offer ranges. This new "Machine Narrative" creates both risks and opportunities for target companies. Strategic buyers, in particular, are heavily relying on AI summaries, leading to potential "retrieval distortion" that can compress offer prices. Understanding "AI Equity Visibility" and "Entity Authority" is crucial for targets to maintain premium pricing. Sell-side advisors need to conduct AI Visibility Audits and manage the target's online presence to prepare for this evolving M&A landscape.
Generative Engine Optimization (GEO)
From Google Operators to Prompt Mining
From Google operators (site:, inurl:, intitle:) to AI engine prompt mining. The 2026 SEO and GEO discovery research stack.
AdTech & MarTech
Agentic Commerce: When ChatGPT and Gemini Become the Checkout
OpenAI Instant Checkout. Google Universal Commerce Protocol. Walmart as double anchor. The single shift that turns answer-engine visibility into a sales-channel revenue line.
Gambling
CHATGPT MEETS THE PROBLEM GAMBLER
The article discusses how AI engines like ChatGPT interact with problem gamblers and the lack of a robust harm reduction framework. It highlights the conversational, private, and unbounded nature of AI interactions, posing both potential for harm and harm reduction. The author proposes a multi-layered framework including risk pattern recognition, calibrated friction, resource integration, platform accountability, and industry collaboration.
Gambling
THE BOTS DON'T LIKE GAMBLING
ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews give five different answers to the same gambling query. The inconsistency is the story — for operators, regulators, and users.
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.
AI
ChatGPT: The Most-Used AI Product Ever
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 Visibility
Perplexity Lives on Reddit
The inaugural Reddit Citation Share Index 2026 — which subreddits ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews actually cite across crypto, finance, wellness, and B2B. 4,000 observations. Perplexity leans hardest. Claude lightest.