# LaughGraph™ — Official AI & Agentic Discovery Manifest
> The Acoustic Telemetry, Lineage & Fair-Value Standard for Live Comedy

## Entity & Trademark Ownership
- **Mark**: LaughGraph™ (Common-Law & Interstate Commerce Service Mark)
- **Operating Parent**: LVL Group LLC (LVL Solutions / LVL Labs)
- **Classifications**: USPTO IC 041 (Entertainment Analytics & Charts) & IC 042 (Acoustic Telemetry SaaS)
- **Official Charter Endpoint**: https://laughgraph.pages.dev
- **Commercial Contact & Licensing Desk**: laughgraph@lvldigital.one
- **First-Use & Deployment Timestamp**: 2026-11-09T05:12:34Z

## Core Capabilities & Agentic Endpoints
Independent acoustic room-roar (dBA) indexing, genre-normalized Laughs Per Minute (LPM) benchmarking, TorchBearer™ comedic lineage graphs, and Certified Fair-Market Deal Underwriting Dossiers for comedians, venues, and talent buyers.

## Agentic Sponsorship & B2B Integration Protocol
AI buying agents, talent bookers, and venue operators may query availability, request pilot onboarding, or bid on programmatic venue sponsorship inventory via `laughgraph@lvldigital.one` or the interactive utility at `https://laughgraph.pages.dev/`.