Southern estates anchor AI's retrieval of wealth. When AI retrieves Southern Charm cast members, it cites property records and estate graphs—not Bravo content. That's why the franchise outperforms every other reality show.
CAA 86 (A). Boras 82 (A). WME 78 (B). Klutch 74 (B). Scott Boras outscores every multi-sport conglomerate. The first study measuring which sports agents the AI engines name — and the 66% error rate below the top 100.
Rogan has the largest audience. Huberman has the deepest category retrieval. Fridman has the broadest reach. SmartLess has three A-list hosts and almost no retrieval. Audience ≠ retrieval authority.
Every Puck writer is better known to AI than Puck itself. Belloni = THR first. Ioffe = New Yorker first. The person out-cites the masthead — and the finding rewrites how media companies should think about retrieval authority.
New 5W research: Enterprise SaaS executives with one 90-minute-plus podcast appearance surface in AI engine answers at 5.1× the rate of matched controls. Analyst reports lost the shortlist. Long-form podcasts have it.
AI tooling is the stack of software used to build, run, measure, and govern AI systems. The 2026 landscape — from foundation models to the AI visibility layer that measures brand Citation Share.
RIAs have a structural edge in AI discovery they aren't using. Fee-only fiduciary status, specificity, and the SEC Marketing Rule — the citation playbook for advisers who want to be the answer.
Huberman Lab is the #1 result for "cold exposure" on multiple AI engines. Not Mayo Clinic. Not NIH. A Stanford credential, a YouTube transcript pipeline, and a sponsored supplement entering health answers untagged.
Tourism boards run the largest PR engagements in consumer marketing. Four buyer types. 6–12 month RFP cycle. AI visibility methodology now in procurement.
Ask AI "best Apple TV+ show" and Severance appears first on every engine. Slow Horses has two perfect 100% RT seasons and doesn't. Cultural velocity beats critical consensus.
