competitive-research-snapshot git:20260803.db14631A

Immutable. This exact content never changes and is served at /api/v1/blob/721b73fdcda57667.

---
name: competitive-research-snapshot
argument-hint: "[company/product/segment, and the decision it supports]"
description: "Research a competitive landscape with cited snapshots, a comparison matrix, and so-what implications. Use when a product decision needs competitive grounding, not a market report. 
---