Keep customers connected and coming back
Automated customer retention AI for e-commerce and SaaS businesses fighting churn.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take Engagement AI from MVP shell to operating business.
The GTM targets a defined, pain-driven audience: e-commerce and SaaS ops teams actively seeking churn solutions. The TAM is proven: 380k US SMBs spending approximately $1,000 yearly on retention tools. The pricing is defensible at $100-150 per month. Cold outbound to a specific persona works at scale once message-market fit lands, and 20 demos per month is achievable with disciplined execution and competitive targeting.
Massive incumbents like Klaviyo, Intercom, HubSpot, and Customer.io dominate this positioning with brand trust and integration networks. Generic AI messaging tools face skepticism from buyers burned by hype. LLM costs scale non-linearly with usage, and a few heavy customers can erase monthly margins before repricing kicks in. Buyers will demand measurable lift in open rates and churn reduction before paying, requiring expensive case studies to prove ROI and close deals.
An operations-focused founder or agency owner with existing relationships into e-commerce or SaaS. You understand churn as a business problem and can articulate it compellingly. Cold outreach is not new to you. You have the hustle to book 20 demos a month and the tenacity to validate messaging with real customer feedback. A prior SaaS founder or sales operator works best.
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 AI for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.