08/01/2026
Growth burned 20,000 HubSpot credits in 30 days learning one lesson about HubSpot's AI Prospecting Agent.
The Agent isn't expensive, we learned. Setting it to chase a broad target market is.
Pointed at every ICP segment at once, the Agent did exactly what it's built to do: surfaced contacts across all of them, at about 100 credits (~$1) each.
The meter did the teaching.
The fix wasn't less capability. It was a tighter brief: one play type at a time, sharp segments, tight personas, and only the research topics that actually matter.
Our new guide shows how to calculate a credit budget before launch, plus the free Planning Kit built after that expensive month.
Grab the link in the comments ๐