Describe Your Document. Get Editable PDF.
Generate client-facing PDFs from natural language descriptions for freelancers and micro-businesses.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take Describe in PDF from MVP shell to operating business.
The TAM is real: 5M US freelancers generate client documents monthly. SEO targeting high-intent keywords puts you ahead of brand-awareness competitors. Freemium-to-paid motion aligns with users' buying behavior. The 3-document trial is low-friction discovery. At $120 annual, you're priced below enterprise suites but above free tools. Product Hunt launch can generate initial user cohort for organic growth momentum.
ChatGPT and Google Docs already handle most workflows for free, creating high conversion friction. Adobe and Canva are adding PDF generation as roadmap features, not buying your solution but building it themselves. Most users actually want Word or Google Docs output, not clunky PDF editing. One-shot usage pattern means users generate documents once, cancel, then return months later, creating massive LTV gaps relative to customer acquisition costs.
An existing SaaS founder or technical co-founder with freelancer networks. Understands CAC/LTV tradeoffs and can stomach product churn during customer success iteration. Has credibility for Product Hunt launch or existing audience for early user acquisition. Comfortable with SEO content marketing and will hire writers if needed. Not suited for non-technical founders without existing distribution channels.
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 Describe in PDF for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.