RoastGPT
What this SaaS is
Generates playful roasts and comebacks using AI.
- AI-generated roasts
- AI-generated comebacks
- no-customers
- wrapper-killable
- Wrapper-killable— Essentially a UI over OpenAI/Anthropic. Any solo dev could rebuild it in a weekend.
Numbers that matter
Mobile app
Apple and Google keep 15–30% of subscriptions: check whether the revenue and margin above are before or after the store commission, and plan the transfer of the app and its subscriptions through App Store Connect or Google Play.
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
The app targets a niche audience with limited appeal, indicating a small TAM.
- Saturationmature
The market for humor and entertainment apps is mature with many existing solutions.
- 3y trendgrowing
Interest in AI-generated content has grown, boosting user engagement in this niche.
- AI disruptionwrapper killable
The concept is simple enough that it could be easily replicated by solo developers.
- Hype cyclemainstream
AI-powered humor apps are now mainstream, but not groundbreaking.
Run the numbers
Before you make an offer
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