Who's actually ready to buy? Real engagement signals, not guesses.
Identify high-intent leads before competitors do using real engagement signals.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take Engagement Scoring from MVP shell to operating business.
Cold outreach to mid-market SaaS is a proven motion with real unit economics: $550 MRR × 3 closes/month at reasonable CAC beats comparable engagement tools. The 74,000-company TAM is sizable and already actively buying standalone scoring solutions. If you can credibly claim 10x better accuracy on high-intent signals than native Salesforce/HubSpot AI, you have a differentiation wedge that justifies premium pricing.
The core risk is cold-start accuracy: your model is weakest on new customers with sparse engagement history, but early proof of ROI is exactly when you need to win trust. HubSpot and Salesforce won't sit still. They'll bury you with native lead scoring and $0 friction. Your only escape is demonstrably better accuracy, but without third-party intent data like Bombora or G2, you're fighting with one hand tied.
Ideal operator is a former VP Sales or sales engineer at a mid-market SaaS who has buyer relationships and credibility. You need to understand cold outbound mechanics, RevOps pain, and be able to sell into your former peers. A solo founder with an existing customer base or network works. Pure technologists without GTM experience or buyer relationships will struggle to gain traction.
From contract signing to operating business.
Three ways in, depending on how much you want to build yourself.
Read the full buyer brief on every product in the catalog. All Fermi math, all agent specs, all sales kits, all skeptic memos. Cancel any time.
The full asset bundle transfers to your accounts. Brand, domain, landing, agent spec, financial model, sales kit, founder persona, video. You own it.
A Roll Digital chief operator builds Engagement Scoring for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.