In an analysis of its own agent, Amplitude found higher later retention among first-time users who had a positive session and saved output than among those with failure signals. This is an observation from one product, not a universal multiplier.
The demo compares illustrative retention curves by first-session save behavior. Forced saves could improve the metric without improving value, so inspect actual reuse and failure experiences too.
When to use
Use it to connect first agent experience quality with later return.