Catch LinkedIn account risk before it wipes out your customer
Detect LinkedIn account risk for agencies before client bans wipe out revenue.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take Account Safety Alert from MVP shell to operating business.
Defined GTM targets a specific buyer: 5-50 person agencies. Clear pain point: LinkedIn bans cost them customers and revenue. Pricing mechanism ($49-99 per account monthly) is testable and straightforward. Market of 75k active automation subscribers already spending on LinkedIn tooling represents addressable demand. Cold email distribution to agency operators is proven to work for B2B software sales in this category.
LinkedIn can silently change its risk-signal patterns or restrict API access, invalidating the detection model without warning. The core customer base (LinkedIn automation subscribers) is shrinking as LinkedIn aggressively enforces anti-automation policies. Agencies currently handle account safety manually and may not treat it as a paid line item, meaning willingness to pay is unproven. Probability of meaningful success is 13 percent.
This fits an operator with agency experience or deep familiarity with LinkedIn automation tools and workflows. You need the ability to run cold email campaigns directly, technical chops to maintain the detection model, and willingness to sustain negative cash flow while proving unit economics. Prior experience selling to agencies or building SaaS in the automation space is a major advantage.
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 Account Safety Alert for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.