9. Assumptions and Open Inputs
The brief template asked for target customer, pricing tiers, geography, stage, team and traction. None were supplied, and the project folder contained no files. Here's what I assumed, and how the verdict changes if each assumption is wrong.
9.1 Assumptions made
| Input | Assumption used | If actually different… |
|---|---|---|
| Target customer | "All content creators" (as the requirements imply) | If you're already focused on earning mid-tier creators or managers, probability rises toward the 8–12% band. |
| Pricing | None defined | The suggested structure is in doc 07. Without validated willingness to pay, all revenue projections are fiction. |
| Geography | Undecided / "global" | India-first: drop TikTok, price 3–5x lower, ASCI + DPDP + TDS/GST. US-first: TikTok in scope, higher ARPU, FTC + CCPA + 1099. |
| Stage | Idea. No code, no users, no revenue (the repo folder was empty) | With live users, cohort retention data would outweigh most of this document. Send it. |
| Team | 1–3 people, technical, no stated creator-industry background | A founder who was a creator, manager, or brand-side influencer marketer is the single biggest positive change to fundability. |
| Traction | None | Any paying users, even 10, change the conversation from "idea" to "evidence". |
| Funding | None raised | Existing capital doesn't change the product advice. It changes how long you can afford to be wrong. |
| Competitor and market figures | Public information up to mid-2026, approximate | Re-verify pricing and features for vidIQ, Spotter, Opus Clip, Beacons, Passionfroot, Collabstr and the native tools before pitching. |
9.2 Inputs that would change the verdict most (please supply)
- Team bios. Who's building this, and what's their connection to creators or brands?
- Launch geography, and the reason for it.
- Current stage and any numbers: waitlist size, interviews done, users, paying users, retention.
- Intended pricing and the segment it's aimed at.
- Budget and runway: months of runway, and whether you plan to raise.
- Any existing brand relationships. These decide whether the marketplace is even an option.
- Why this team wants to build it. Founder motivation predicts whether you'll accept cutting scope.
9.3 Definitions used throughout
- Success: $1M ARR within 36 months of launch, ≥70% gross margin, ≥50% month-12 logo retention.
- Mid-tier creator: 100k–1M followers on a primary platform. Emerging: 10k–100k.
- Paid churn benchmarks: healthy prosumer SaaS 3–5%/month. Typical consumer creator tools 8–15%/month.
- ARR: annualized recurring subscription revenue, excluding one-off or GMV pass-through.