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Grok Bot+18 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.
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.
Requires manual data entry of business metrics. Simplified LTV models are used and should not be treated as exact cohort-based forecasts. Requires consistent time-period inputs.
How to use
- 1
Connect your agent to the Agensi MCP
Copy the prompt and paste it into Claude, ChatGPT, Cursor or any agent that supports MCP. It sets up the connection for you. Manual setup
- 2
Sign in to Agensi
Your agent shows a sign-in link. Sign in and click Allow.
- 3
Ask for what you need
Your agent loads this skill and uses it on your task. It always asks before any payment.
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