Signals
What we're seeing from the frontier.
Working notes from the Aivium Digital team: how AI engines pick the brands they cite, what moves share-of-answer, and what AI can actually automate inside a business. Written to be useful whether you hire us or not.
The best AI visibility tools in 2026 (and what none of them can do for you)
We run AI visibility audits for a living, so we have opinions about the trackers. Here are the tools worth paying for in 2026, matched to your stage, plus the uncomfortable truth about what a dashboard cannot fix.
Read the signalAI search is now part of how your customers decide. Here are the numbers.
37% of consumers now start with AI instead of Google, and 30% of Americans have used AI to inform a purchase. The July 2026 numbers on AI search and buying decisions, and what they mean for your business.
Read the signal