Magic
MRRdeals Score · 45/100AI-Powered Product Videos & Images That Scale.
What this SaaS is
Generates AI-powered product videos and images for creators and marketers.
- AI-generated videos
- Image to 3D conversion
- Commercial use licensing
- No active customers— Zero customers reported. Hard to model retention or growth.
- Single acquisition channel— All customers come from one acquisition channel. Pull the plug and revenue dies.
- 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 focused on B2C, indicating a mid-sized market.
- Saturationmature
The market for AI-generated content is well-established with many competitors.
- 3y trendgrowing
Demand for AI-generated media has increased, indicating a growing trend.
- AI disruptionwrapper killable
The product can be replicated easily by solo developers using existing AI tools.
- Hype cyclemainstream
AI-generated content is widely adopted, placing it in the mainstream phase.
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