A pre-built business engine, ready to operate.
Ready-to-launch AI tool automating product listings for marketplace sellers.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take Seller AI from MVP shell to operating business.
The marketplace seller population already budgets for specialized tools, creating a pre-qualified buyer base. Community-driven distribution through Reddit and Facebook groups avoids costly paid acquisition channels. A free trial design converts qualified intent into paid subscriptions. Listings and keyword optimization remain high-stakes problems sellers consistently invest in solving. Targeting sellers doing $50k+ revenue provides a measurable, sustainable TAM.
Helium 10 and Jungle Scout control the installed base of serious sellers with proven trust and distribution. Amazon's Seller Central is shipping AI-assisted listing and PPC features natively, closing the differentiator window fast. Amazon SP-API access has been restricted multiple times without warning, breaking third-party integrations overnight. Policy changes could eliminate core features or the entire product viability. An 11% success probability reflects these structural headwinds.
This suits an operator with existing seller tool or SaaS experience, distribution credibility in marketplace communities, or an active seller network. Ideal founders have shipped product before and can own technical implementation or partner effectively with developers. Passive investment appeal is low given the negative Year 1 take-home and competitive window. Best fit: hands-on founder ready to execute GTM immediately.
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 Seller AI for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.