engagement
Evaluation Audit
ENG-1status · active2026-07-13
- Business problem
- We spend on SEO, content, PR, and AI tools, but we don't know if any of it is helping us win.
A structured look at your company through the tools we have today: how AI systems describe you, when they recommend you, what proof they ask for, and where their confidence in you visibly breaks down. We tell you how many tests we ran and how much the results varied.
The rule never changes: we measure and diagnose, we never manipulate. You receive evidence and a prioritized set of decisions, not a promise about what any AI system will do next.
Deliverables
An executive report, an executive presentation, and a strategy session.
Created from the Upstream Zero commercial catalog. Raw evaluation outputs are retained privately and are not published.
Explicit non-promises
- We do not promise improved rankings, inclusion, or "AI visibility"
- We do not promise becoming the number one recommendation
- We do not promise that observed behavior will persist across model updates
Authors
Upstream Zero
Machine rendering