Refs
MRRdeals Score · 46/100What this SaaS is
Catalogs launch-video examples with shot-by-shot measurements, blueprints, formulas, and prompts for use with Claude and other coding agents.
- Searchable launch-video archive
- Shot-by-shot measurements and cut timelines
- Blueprint plates and field notes
- Copy-ready agent prompts
- MCP access for Claude Code, Codex, and Cursor
Numbers that matter
Tech stack
Marketing channels
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
- TAMsmall
A consumer tool for supplying Claude with video references serves a narrow creator niche with limited standalone spending.
- Saturationmature
Reference libraries, prompt tools, and AI-assisted video products already compete for creators’ attention.
- 3y trendgrowing
Generative video adoption is expanding demand for examples and shot-level guidance among creators.
- AI disruptionwrapper killable
A reference-search interface around Claude can be replicated quickly by a solo developer or absorbed into model products.
- Hype cyclemainstream
AI-assisted content creation is mainstream, while specialized reference tools remain a niche extension.
Run the numbers
Before you make an offer
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