Evidence before execution
See the competitive shape before you enter.
Find direct, indirect, and substitute competitors, then understand where customers still have unresolved friction.
Open your workspaceCompetitor analysis should expose crowded promises, switching barriers, weak positions, and open wedges—not produce a longer company list.
Separate real market signals from attractive assumptions.
Turn research into a clear build, test, pivot, or stop decision.
Leave with one bounded validation task and a measurable threshold.