The bridge between what AI engines read and what your brand has built.
Why AIWorthy exists.
Most consultants entering the AI visibility space understand the new tools. They know the platforms and the prompts. What they don't understand is the underlying system — how institutional authority gets built, how citation ecosystems compound over time, how media coverage becomes machine-readable credibility, and how AI systems actually decide who to trust.
That system is why I built AIWorthy. I spent a decade building organic authority for brands with billions in revenue at enterprise scale.
What I kept seeing, inside organizations and consulting for them, is that the biggest obstacle to fixing visibility problems isn't technical knowledge — it's organizational willingness to look at the data honestly. Companies become defensive when findings feel like verdicts on past decisions. The ones that move fastest are the ones that can look at where they stand without it becoming a referendum on whether they've been doing things right. That's the conversation AIWorthy is built to have — specific, honest, and framed around where the environment has moved, not where anyone fell short.
AIWorthy exists because mid-market companies deserve access to that expertise. Not a junior team running templates. Not an enterprise tool priced out of reach. A senior strategist who will tell you the truth, build the right foundation, and show up every week to execute it.
"AI systems don't invent reputation — they synthesize it from the web's authority ecosystem. Understanding that system is the entire foundation of what AIWorthy does."
The foundation isn't hypothetical.
Spent years as a senior brand director inside organizations navigating real brand-versus-business tradeoffs — the decisions where business priorities override brand governance and the team builds workarounds to protect equity on the back end. AI search is less forgiving than traditional SEO. It often makes those workarounds useless, and exposes the tradeoffs that were made years earlier.
Managed content architecture and organic authority programs for brands doing billions in annual revenue — building the same citation signals AI systems now use to decide who gets recommended.
Founder and publisher, Mid-Market AI Visibility Report — the only independent monthly research tracking named mid-market companies across five AI platforms in defined regional markets.
15 years as a tech journalist — with firsthand understanding of how editorial systems evaluate sources, validate credibility, and decide what gets cited. The same mechanisms AI systems draw on.
Managed international media relations across Brazil, India, China, and the US — generating the third-party institutional citations that form the backbone of AI visibility.