01AI visibility
MentionedOn
Measures how local businesses appear in AI answers across markets, categories, and models.
John Arndt · Founder of Soxoa
Building useful software from messy business signals.
I run Soxoa and build focused products that help small teams understand what is happening, decide what matters, and act sooner.
Products
Two ways to see what changed.
MentionedOn and Intakra are operated by Soxoa. Each focuses on a different source of business evidence.
02Buying signals
Intakra
Turns cited public-market events into timely, explainable signals for business development teams.
Open research
2026 Business Signal Benchmark
Two independent aggregate snapshots covering AI visibility and cited B2B market signals. The release includes CSV files, methodology, citation metadata, and clear limitations.
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