The discovery layer for universities has moved. AI engines like ChatGPT and Google AI Overviews are the new first impression, requiring a shift from traditional SEO to Generative Engine Optimization (GEO) to ensure universities appear in AI search results.
The job description has changed. A communications leader at a Fortune 500 firm now has to answer a question that didn't exist three years ago: when a buyer asks ChatGPT about our category, do we show up — and what does it say about us?This is not a marginal concern. Reuters Insti…
The first meaningful interaction with potential buyers now happens inside AI platforms like ChatGPT. Tech companies must adapt their strategies to prioritize AI engine visibility, as buyers are researching and forming impressions there before ever reaching a company's website. This shift compresses the sales funnel and requires a new approach to PR, SEO, and content marketing to ensure accurate and prominent AI citations.
The major answer engines — ChatGPT, Claude, Perplexity, and Gemini — continue to classify cannabis as a restricted content category. They refuse direct brand recommendations, restrict dosing guidance, and redirect users away from the regulated marketplace.
Citation isn't a black box. Five concrete moves that drive measurable lift in 90 days.
Three tools. Roughly the same price — about $20 a month each. Not the same tool. A team that picks one and stops leaves capability on the table. A team that buys all three for everyone wastes budget. The useful question isn't which is best. It's which does which job.
ChatGPT reads your earnings call. It cuts the caveats. The optimism asymmetry between AI summaries and the actual disclosure — and the credibility tax that follows.
HubSpot invented inbound marketing. Now HubSpot is publicly arguing that AI search is rewriting it — and quietly rebuilding for a world where the chatbox replaces the search box.
Walters v. OpenAI was the first U.S. defamation lawsuit against ChatGPT. Three years on, the unresolved questions it raised now define how brands operate around AI.