Tiller
Deploy AI agents with one click.
What this SaaS is
Deploy AI agents with one click.
- 1-click deployment
- Managed hosting
- Multiple pricing tiers
- No active customers— Zero customers reported. Hard to model retention or growth.
- Non-recurring revenue— No active subscriptions. The cash isn't contractually guaranteed to repeat.
- Founded <12mo ago— Less than 12 months of operating history. Retention is unproven.
Numbers that matter
Tech stack
Score breakdown
How the composite score above splits across seven independent signals. Each axis is graded 0-100. Hover for details.
Payback period, asking price vs category median multiple, and 30-day profit margin.
30-day MRR delta, with a small bonus when historical snapshots confirm a sustained climb.
Revenue per visitor, customer count, plus live-site UX signals (pricing reachability, core pages, copyright freshness).
AI-disruption risk, presence on review platforms (G2, ProductHunt, AppSumo…), penalty when built on no-code rails.
Diversity of marketing channels, Merchant-of-Record status, cofounder count. Solo founders and no-code stacks get docked.
Listing freshness, payment provider trust, business age, customer concentration. Higher score = less risky.
Structured market read across TAM, saturation, 3-year trend, and hype cycle, blended with our category momentum signal.
Market read
- TAMmid
The target audience is broad but not expansive enough for a large TAM.
- Saturationgrowing
The market for AI agent hosting is developing but not yet fully mature.
- 3y trendgrowing
Interest in AI solutions has surged, indicating a growing trend.
- AI disruptionwrapper killable
The product appears easily replicable by solo developers, posing a risk.
- Hype cycleearly
AI agent hosting is still in the early stages of adoption.
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