Prospecting

How prospect research credits work

Understand how Ruvio uses plan credits for assistant research and why broader or more complex requests can cost more.

Updated September 11, 2026
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Your plan’s prospect research credits pay for the research behind an assistant brief. Smaller requests generally use less; broader requests can use more.

What do prospect research credits pay for?

Prospect research credits pay for the research Ruvio performs after you approve an assistant brief. They cover the work of finding and checking potential buyers against your requested criteria. They are separate from contact unlock credits, which apply when you save supported contact details.

Why does one request use more than another?

The assistant sizes research to the nature of your request. A small, focused request generally uses fewer credits. A broader or more complex request—such as several locations, more prospects, or additional evidence checks—can use more. The estimate is based on the reviewed buyer brief and territory, not just the number of contacts you ultimately keep.

When will I see the cost?

Ruvio shows the research ceiling before you approve a search. It reserves that amount from your plan while the work runs, then returns unused reserved credits when the run completes. Research may still use credits when no suitable prospects are found, because the research work was performed.

Are there automatic overage charges?

No. Research stops when the available allowance is reached. Limits are shared across your workspace and reset according to your plan. Narrow the brief or upgrade when you need more research capacity.