
Knightvision
⭐MRRdeals Score · 61/100 · Top 28%What this SaaS is
Analyzes social media ads and generates AI videos, scripts, and UGC-style ad variations.
- Ad analysis and AI reports
- AI video generation
- Script runner and UGC automation
- TikTok, Instagram, and Facebook analysis
- 1,500 monthly credits
- Founded <12mo ago— Less than 12 months of operating history. Retention is unproven.
Numbers that matter
Score breakdown
How the composite score above splits across seven independent signals. Each axis is graded 0-100. Hover for details.
Payback at the stated margin, asking multiple vs the category median, and profit margin. The heaviest axis: what you pay for what it earns.
Revenue trend over the last ~90 days from our daily snapshots (30-day figure when history is short), capped so one spike can't dominate, minus a penalty for erratic revenue.
Paying customers, revenue scale and traffic (log scales), plus live-site health (reachable pricing page, core pages, maintained site).
AI-disruption risk, organic search presence, recurring B2B revenue; penalties for thin AI wrappers and no-code lock-in.
How turnkey the takeover is: diversity of marketing channels, Merchant-of-Record status, team.
Higher = safer. Business age, breadth of the customer base (concentration risk), recurring vs one-off revenue, known payment provider.
Structured market read across TAM, saturation, 3-year trend, and hype cycle, blended with our category momentum signal.
Market read
- TAMmid
The content creation market has a moderate size with various established players.
- Saturationmature
Many competitors exist, indicating a mature market with limited room for new entrants.
- 3y trendgrowing
The demand for AI-driven content tools has been increasing, suggesting a growing trend.
- AI disruptionvulnerable
The product appears to be a wrapper around existing technologies, making it vulnerable to disruption.
- Hype cyclemainstream
AI content tools have gained traction and are now widely adopted, placing them in the mainstream phase.
Run the numbers
Before you make an offer
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