Build Log

Visibility OS baseline: score, gaps, and loops in one surface

Shipped the core operating loop: measure AI brand visibility, surface message gaps, and open owned loops that teams can close.

What changed

  • Brand Visibility score across AI models
  • Gap detection for missing or competitor-owned narratives
  • Loops as the unit of work with owners and status
  • Strategist Chat grounded in project knowledge
  • Executive lens for leadership without channel noise

Why it matters

Most AI-visibility tools stop at screenshots of ChatGPT. GetLoopLoop turns detection into an operating system: score → gap → loop → impact.

Who it helps

Marketing

Owns narrative gaps with clear next actions, not just dashboards.

SEO / Growth

Sees prompt-level opportunities adjacent to classic SERP work.

CEO / Founder

One signal for whether brand discovery is improving week over week.

Pain closed

AI mentions are anecdotal; nobody owns the fix; leadership gets screenshots, not a system.

What's next on the roadmap

  • Deeper competitor conversation maps
  • Scheduled visibility runs and alerts
  • Board pack export with loop ROI narrative