Lancer.app
What this SaaS is
Automates Upwork job filtering and proposal submission for freelancers and agencies using AI.
- AI job filtering
- Automated proposal submission
- AI cover letters
- Multiple Upwork account support
- Unified inbox and sales pipeline
Numbers that matter
Founders
Tech stack
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 target market of freelancers on platforms like Upwork is sizable but not enormous.
- Saturationgrowing
The market for job application automation tools is growing but not yet saturated.
- 3y trendgrowing
Interest in AI tools for freelancing has been increasing over the past three years.
- AI disruptionwrapper killable
The product could be easily replicated by a solo developer due to its narrow focus.
- Hype cycleearly
AI tools for freelancing are still in the early stages of adoption.
Run the numbers
Before you make an offer
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