Prompt Details
Model
Chat - (gpt-5.2)
Token size
910
Example input
[Business Type]: SaaS (B2B Subscription, Series A funded)
[Primary Goal]: Reduce churn, improve capital efficiency, prepare for next funding round
[Reporting Frequency]: Monthly (with weekly performance pulse)
[Preferred Tool]: Google Sheets (data) → Looker Studio (executive dashboard)
[Key Metrics]: MRR, ARR, NRR, Logo Churn, CAC, LTV, Payback Period, Burn Multiple, Runway
Example output
Below is a **board-ready Financial KPI Dashboard Framework** tailored for:
* **Business Type:** B2B SaaS (Subscription, Series A)
* **Primary Goals:** Reduce churn, improve capital efficiency, prepare for next round
* **Reporting Cadence:** Monthly board pack + weekly pulse
* **Stack:** Google Sheets (data model) → Looker Studio (exec dashboard)
Assumptions:
* $3–10M ARR range
* 12–36 month runway target
* Multi-seat B2B contracts, mix of SMB & Mid-Market
* Moderate outbound + paid acquisition
---
# 1) Smart KPI Selection (Auto-Adaptive)
## REVENUE & RETENTION
### 1. MRR (Monthly Recurring Revenue)
* **Definition:** Recurring subscription revenue normalized monthly
* **Formula:** Sum of active subscription monthly values
* **Strategic Importance:** Primary growth heartbeat
* **Healthy Benchmark:** 5–10% MoM growth (Series A stage)
* **Red Flag:** <2% growth for 3 consecutive months
---
### 2. ARR (Annual Recurring Revenue)
* **Definition:** Annualized recurring subscription revenue
* **Formula:** MRR × 12
* **Strategic Importance:** Valuation anchor metric
* **Healthy Benchmark:** >40% YoY growth
* **Red Flag:** <25% YoY growth
---
### 3. Net New MRR
* **Definition:** Growth after expansion, churn, contraction
* **Formula:** New + Expansion – Churn – Contraction
* **Strategic Importance:** True organic growth signal
* **Healthy Benchmark:** Positive and increasing
* **Red Flag:** Negative for 2+ months
---
### 4. NRR (Net Revenue Retention)
* **Definition:** Revenue retained including expansion
* **Formula:** (Starting MRR + Expansion – Churn – Contraction) / Starting MRR
* **Strategic Importance:** Core SaaS quality metric
* **Healthy Benchmark:** 110–130% (B2B SaaS)
* **Red Flag:** <100%
---
### 5. GRR (Gross Revenue Retention)
* **Definition:** Revenue retained excluding expansion
* **Formula:** (Starting MRR – Churn – Contraction) / Starting MRR
* **Healthy Benchmark:** 85–95%
* **Red Flag:** <80%
---
### 6. Logo Churn
* **Definition:** % of customers lost
* **Formula:** Lost Customers / Total Customers at Start
* **Healthy Benchmark:**
* SMB: <3% monthly
* Mid-market: <1.5% monthly
* **Red Flag:** 2x industry average
---
## ACQUISITION & UNIT ECONOMICS
### 7. CAC (Customer Acquisition Cost)
* **Definition:** Sales + Marketing spend per new customer
* **Formula:** S&M Spend / New Customers Acquired
* **Healthy Benchmark:** Stable or declining
* **Red Flag:** Rising >15% without ARPU growth
---
### 8. LTV (Customer Lifetime Value)
* **Definition:** Gross profit from a customer over lifetime
* **Formula:** ARPU × Gross Margin × (1 / Churn Rate)
* **Healthy Benchmark:** LTV:CAC ≥ 3x
* **Red Flag:** <2x
---
### 9. CAC Payback Period
* **Definition:** Time to recover CAC
* **Formula:** CAC / Monthly Gross Profit per Customer
* **Healthy Benchmark:** <12 months
* **Red Flag:** >18 months
---
## CAPITAL EFFICIENCY
### 10. Burn Multiple
* **Definition:** Cash Burn per $1 Net New ARR
* **Formula:** Net Burn / Net New ARR
* **Healthy Benchmark:**
* <1.5 = Elite
* 1.5–2 = Efficient
* > 3 = Capital inefficient
* **Red Flag:** >3 for 2 quarters
---
### 11. Runway
* **Definition:** Months before cash depletion
* **Formula:** Cash Balance / Monthly Net Burn
* **Healthy Benchmark:** 18–24 months
* **Red Flag:** <12 months
---
# 2) Recommended Visualizations
## Revenue Overview
* **Chart:** 18-month Line Trend (MRR + ARR)
* **Insight:** Growth trajectory + inflection points
* **Exec Interpretation:** Is growth compounding?
* **Target vs Actual:** Overlay dashed target line
* **Annotate:** Fundraise, price changes, product launches
---
## Net New MRR Bridge
* **Chart:** Waterfall (New / Expansion / Contraction / Churn)
* **Insight:** Growth composition
* **Exec Interpretation:** Are we growing from sales or retention?
* **Annotate:** Major churn event, enterprise upsell
---
## NRR & GRR
* **Chart:** Line Trend + Benchmark Band
* **Insight:** Retention health
* **Target vs Actual:** Highlight <100% NRR in red
* **Annotate:** Cohort mix shift
---
## Churn Cohort
* **Chart:** Cohort Heatmap (by signup month)
* **Insight:** Structural churn patterns
* **Exec Interpretation:** Onboarding vs long-term churn
---
## CAC & Payback
* **Chart:** Dual-axis line (CAC + Payback months)
* **Insight:** Efficiency trend
* **Annotate:** Hiring ramp, channel test
---
## LTV:CAC Ratio
* **Chart:** KPI Card + Trend
* **Insight:** Unit economics strength
---
## Burn & Runway
* **Chart:**
* Burn Multiple: Line
* Runway: Forecast line projection
* **Insight:** Funding readiness
---
# 3) Executive Dashboard Layout (Looker Studio Structure)
## HEADER (Sticky KPI Cards)
* MRR (MoM %)
* ARR (YoY %)
* NRR
* CAC Payback
* Burn Multiple
* Runway
Each card includes:
* MoM delta
* RAG indicator
* Target comparison
---
## Section 1 — Executive Overview
* 18-Month MRR Trend
* Net New MRR Waterfall
* Performance vs Plan (Revenue vs Budget)
* Short text summary (automated commentary)
---
## Section 2 — Revenue & Retention
* NRR & GRR Trend
* Logo & Revenue Churn
* Cohort Retention Heatmap
* Expansion Revenue Trend
---
## Section 3 — Acquisition & Unit Economics
* CAC Trend by Channel
* Payback Period
* LTV:CAC Ratio
* Funnel Conversion (Lead → SQL → Closed Won)
---
## Section 4 — Cost Structure & Margin
* Gross Margin Trend
* S&M % of Revenue
* Contribution Margin Bridge
---
## Section 5 — Cash, Burn & Runway
* Burn Trend
* Burn Multiple
* Runway Forecast (Base / Conservative case)
---
## Section 6 — Drilldowns
Filters:
* Segment (SMB / Mid-market / Enterprise)
* Plan Tier
* Channel
* Geography
---
# 4) Board-Ready Reporting Template
---
## A) Executive Summary (1 Page)
**What Changed**
* MRR grew 6% MoM
* NRR declined from 118% → 108%
* Burn Multiple improved from 2.8 → 2.1
**Why It Changed**
* Increased churn in SMB segment
* Enterprise expansion slowed
* Hiring freeze reduced burn
**Impact**
* Capital efficiency improving
* Retention risk emerging
* Fundraising narrative: strong discipline, retention focus required
---
## B) Trends & Drivers
**Revenue Waterfall**
* Expansion slowing
* SMB churn rising
**Cohort Insights**
* First 90-day churn elevated
* Stable after month 4
**Margin Shifts**
* Paid acquisition CAC up 18%
* Organic stable
---
## C) Cash & Runway
* Burn Multiple: 2.1 (improving)
* Runway: 19 months
* Scenario: 10% churn increase reduces runway by 4 months
---
## D) Insights & Prioritized Actions
1. Implement churn taskforce (onboarding optimization)
2. Reduce paid spend in underperforming channels
3. Double down on expansion playbooks
4. Freeze non-essential hiring
5. Reprice underperforming plan tier
Decision triggers:
* If NRR <105% for 2 months → retention war-room
* If Burn Multiple >2.5 → cost reforecast
---
## E) Appendix
* Metric formulas
* Cohort definitions
* Revenue recognition policy
* Assumptions used in runway forecast
---
# 5) Strategic Intelligence Layer
## Leading Indicators
* Product usage frequency
* Expansion pipeline
* Sales cycle length
* CAC by channel trend
## Lagging Indicators
* ARR
* NRR
* Burn Multiple
* Runway
---
## Early Warning Signals
* Logo churn increasing in first 60 days
* Rising CAC without ARPU lift
* Sales cycle extending >20%
* Expansion revenue declining for 2 months
---
## Capital Efficiency Risks
* Over-hiring before retention stabilizes
* Channel saturation
* Declining expansion revenue
* Enterprise concentration risk
---
## Growth Sustainability Risks
* NRR below 100%
* Heavy dependency on paid acquisition
* Low gross margin (<70%)
---
## Decision Triggers Framework
* **If churn > benchmark for 2 periods → Immediate retention sprint**
* **If CAC increases >15% without ARPU growth → Reallocate marketing budget**
* **If Payback >15 months → Reduce S&M hiring**
* **If Burn Multiple >3 → Strategic reset**
* **If Runway <15 months → Initiate fundraising timeline**
---
# Bottom Line for the Board
Investors at Series A care about three things:
1. Is growth durable? (NRR + Cohorts)
2. Is capital used efficiently? (Burn Multiple + Payback)
3. Is the company fundable in 12 months? (Runway + ARR trajectory)
Everything in this dashboard should reinforce those answers — clearly, numerically, and without narrative fluff.
If you'd like, I can now:
* Build the **Google Sheets data schema structure**
* Provide a **Looker Studio wireframe layout**
* Or create a **pre-formatted board deck outline** ready for copy-paste into Slides**
By purchasing this prompt, you agree to our terms of service
GPT-5.2
Turn raw financial data into a board-ready KPI system built for founders, CFOs, and analysts. This Strategic Financial KPI Framework intelligently adapts to SaaS, E-commerce, agencies, and startups—delivering smart KPI selection, executive layouts, visualization guidance, risk thresholds, and decision triggers. Designed for Excel, Sheets, and BI tools. Must read the prompt instructions carefully—packed with ideas to produce powerful, production-level output.
...more
Added over 1 month ago
