ConceptDiscovery layer

Signal Density Threshold

Signal Density Threshold is the minimum number of independent intent signals an account must show before an agency treats it as a live opportunity.

By InnovaAI ResearchPublished

What is Signal Density Threshold?

“Signal volume → confidence floor before action”

Signal count per account against the action threshold line

Signal Density Threshold is the minimum number of independent intent signals an account must show before an agency treats it as a live opportunity. One visit, one search spike, or one community post is noise; three or more signals across different sources within a 14-day window is a pattern worth a sales motion. The framework matters because agencies bill for outcomes, and chasing thin signals burns retainer hours on accounts that never convert. Bombora's co-op model illustrates the principle at scale: it reads billions of content consumption events monthly across 21,600 topics, which is exactly why a single topic surge inside that volume means little on its own. Pair the threshold with CRM stage data so a prospect showing three signals but sitting at a stalled deal stage gets deprioritized, not escalated. Set the floor per client based on deal size: a $50K retainer justifies a lower threshold than a $5K one.

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