Qualify SaaS leads before outreach using multi-signal intent scoring

Qualify SaaS leads before outreach using multi-signal intent scoring targets a $18.0B = 3,000,000 sales & SDR orgs x $6,000 ACV total addressable market with medium saturation and a year-over-year growth rate of 15-25% (sales engagement & intent data growth).

Key trends driving demand: AI-enabled intent inference -- LLMs and embeddings let you infer intent from noisy, multi-source signals.; Signal commoditization -- many raw data feeds exist (job boards, product trackers, traffic APIs) enabling rapid feature assembly.; Shift to quality over volume -- teams prioritize conversion rates as outbound costs and SDR burnout rise.; Privacy-first analytics -- regulation & cookie deprecation push vendors toward aggregated/public signals and event-based models..