vBot™
vBot is the natural-language query interface that runs on top of vKernel's event stream. It does not hallucinate. It answers plain-English questions about attention-to-revenue friction by querying the actual signal data, deterministically.
Common Questions
What people ask about vBot
What is vBot in the vSourceCode platform?
vBot is the natural-language query interface running over vKernel's event stream. It answers plain-English questions about attention-to-revenue friction by querying real signal data — deterministically, with no hallucination. Ask it what happened on the page; it tells you what the data shows.
How is vBot different from ChatGPT or a generic AI chatbot?
vBot does not generate language from a model — it queries the actual vKernel event store and returns determined results. The natural-language layer translates the question into a structured query; the answer comes from your own data. There is no hallucination because there is no generative inference.
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Concepts Referenced
External Sources Cited
1Schema.org2025
2Google Search Central2026