Top VCs now audit founder Citation Share before term sheets. The five-prompt protocol, the four graph patterns investors price in, and what founders should do before the next raise.
A podcast without a published transcript is invisible to AI engines. Which shows publish transcripts, how to negotiate one, and the owned-channel fallback.
Beauty has the deepest AI citation graph of any consumer category. The celebrity-founder advantage and the five moves non-celebrity founders use to close the gap.
Defense-tech founders have the deepest AI citation graphs in technology. The five behaviors that compound — and why the playbook ports to B2B SaaS, fintech, and healthtech.
AI engines don't cite all founders equally. After running thousands of founder queries, a pattern is visible. Five archetypes dominate the citation graph — and each one has its own playbook.
Israeli tech is blaming AI for layoffs the shekel actually caused. The communications problem just started — and the credibility bill comes due later.
A user asks ChatGPT which mattress is best for back pain.The answer they receive — confident, conversational, specific — has been shaped, in part, by a Reddit thread from 2021. Three anonymous side sleepers. A moderator in r/Mattress who has spent six years correcting misinformat…
94% of AI citations come from earned media. Engines weight LLM-training signal plus retrieval authority. Tier-1 placement is now a GEO asset, not an impressions metric.
