Works with the AI tools you already use
Claude Code
Cursor
Codex CLI
GitHub Copilot
Gemini CLI+20 moreClaude CodeCursorCodex CLIGitHub CopilotGemini CLI
OpenClaw
Manus
Grok+17 agentsSaaS Growth Economics Assistant
Audit SaaS health with a dashboard for CAC, LTV, churn, and payback modeling.
$9.99
SaaS Growth Economics Assistant
Example session with this skill installed
Analyze our unit economics: MRR $50k, 200 customers, $15k monthly marketing spend, 5 new customers/mo, 80% gross margin, and 3% monthly churn. Show me the dashboard and a churn reduction scenario.
- Read your context and instructions
- Compiled the saas growth economics
I have analyzed your SaaS unit economics based on a $50,000 MRR and 200 customers.
SaaS Unit Economics Dashboard
| Metric | Value | Status | Calculation / Source |
|---|---|---|---|
| ARPU | $250.00 | Measured | $50,000 / 200 |
| CAC | $3,000.00 | Weak | $15,000 / 5 |
| Gross Margin | 80% | Strong | User Supplied |
| Monthly Churn | 3% | Watch | User Supplied |
| Simple LTV | $6,666.67 | Watch | ($250 * 0.80) / 0.03 |
| LTV:CAC | 2.22x | Weak | $6,666.67 / $3,000 |
| CAC Payback | 15.0 Months | Watch | $3,000 / ($250 * 0.80) |
Economic Analysis
Your
LTV:CAC of 2.22x is below the 3x industry standard for healthy scaling. The primary bottleneck is a
high CAC ($3,000) relative to your low volume of new customers (5/mo). While your
80% Gross Margin is strong, the
15-month payback period puts significant pressure on cash flow.
Scenario: 33% Churn Reduction
If monthly churn is reduced from 3% to 2%:
| Metric | Baseline (3%) | Scenario (2%) | Change |
|---|---|---|---|
| LTV | $6,666.67 | $10,000.00 | +50% |
| LTV:CAC | 2.22x | 3.33x | +50% |
| Payback | 15.0 Months | 15.0 Months | 0% |
Note: Lowering churn significantly improves total lifetime value, but it does not fix your immediate cash flow issue. You still need 15 months of gross profit to recover the cost of acquiring a single customer.
Next steps
- Review acquisition channels to identify why CAC is $3k for a $250 ARPU product.
- Verify if the 3% churn is concentrated in the first 90 days (onboarding) or later.
- Test a pricing increase to $300 ARPU to shorten the payback period to 12.5 months.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
The problem
Vague SaaS metrics mask underlying business risks. Without precise unit economics, you cannot tell if your acquisition spend is scaling a profitable engine or accelerating a cash burn.
What it does
- Calculates core SaaS metrics including CAC, ARPU, Gross Margin, and LTV using supplied data.
- Flags economic weaknesses such as long payback periods or unsustainable LTV:CAC ratios.
- Runs sensitivity analysis to identify which lever has the highest impact on your bottom line.
- Models improvement scenarios for pricing, churn reduction, and acquisition efficiency.
- Generates a prioritized management report with a KPI watchlist and immediate action items.
Why this beats prompting it yourself
General-purpose LLMs often hallucinate industry benchmarks or mix monthly and annual churn rates. This skill enforces strict formula consistency and forces transparent labeling of all assumptions, ensuring your financial modeling remains grounded in real data rather than optimistic guesses.
Use cases
- Audit a startup's unit economics before a fundraising round.
- Compare profitability across different customer segments or acquisition channels.
- Model the impact of a price increase on LTV and potential churn trade-offs.
- Identify if high servicing costs are neutralizing your gross margin.
Known limitations
Requires manual data entry for revenue, costs, and customer counts. Does not integrate directly with accounting software or billing platforms.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
Free skills download straight away. Paid skills unlock right after purchase.
- 2
Unzip into your skills folder
Every agent reads skills from one folder on your machine. Drop the unzipped folder in there.
- 3
Ask your agent to use it
Restart the agent if it was already running. It picks the skill up automatically - no config needed.
Skills folder by agent
Click the path to copy it. Create the folder if it does not exist yet.
Reviews
No reviews yet
Be one of the first to try it. Every listed skill passes our trust checks below.
Security scanned
Passed our 8-point scan before listing
Fresh listing
Recently published to Agensi
30-day refund
Not a fit? Get your money back
Trust & safety
Security scanned
Verified clean 9 days ago
- Passed all security checks, Safe to install