Methodology

Transparent formulas, explicit assumptions, versioned definitions.

BoardFluent starts with broadly accepted SaaS metric definitions and keeps benchmark guidance conservative until opt-in cohorts are sufficiently dense. Premium board-book AI drafting is grounded in the metric snapshots you provide, with the evidence shown before generation.

Maintained by Mike Dayton, 20+ years leading revenue as CRO, CSO, and GM

Transparent, versioned formulas

Every metric ships with its formula, default inputs, and a version tag. Pin to a version (?v=v1) for reproducibility, we never silently change a formula on a saved scenario or board book.

AI grounded in your numbers, not invented

Board Book AI draft prompts use only the inputs, outputs, and metric snapshots you provide. The model is instructed to refuse fabricated numbers and we show the evidence sent to the model before generation.

Three benchmark layers, never mixed

Public SaaS guidance (curated research), BoardFluent anonymized participant cohorts (opt-in, k≥10), and investor firm internal portfolio rollups (your portcos only). Individual companies are never shown in cohort views.

Benchmarks opt-in, anonymized, and threshold-gated

Participant cohort bands (p25 / p50 / p75) appear only after a sample threshold is met. Below threshold, we fall back to curated public guidance with the source noted on each card.

Board books reflect data you entered or imported

Metric snapshots in a board book come from manual entry, CSV import, or a saved scenario today. Read, only Stripe Connect sync is coming soon. Outputs should always be reviewed by the founder or operator before sending.

Not financial, investment, or accounting advice

Calculator outputs, AI explanations, and board narrative are decision support, not advice. Verify formulas, inputs, and assumptions before reporting to your board or investors.

Formula library

Browse the full set of formula definitions and version tags below. Need the canonical source code? See the public formula repo.

Customer Acquisition Cost Calculator

v1

CAC = Sales and marketing spend / New customers acquired

Calculate blended CAC from acquisition spend and new customer volume.

CAC Payback Calculator

v1

CAC payback = CAC / (ARPA * Gross margin)

Estimate how many months it takes to recover CAC from gross profit.

LTV / CLTV Calculator

v1

LTV = ARPA * Gross margin / Monthly churn rate

Estimate gross-profit lifetime value using ARPA, margin, and churn.

LTV:CAC Ratio Calculator

v1

LTV:CAC = LTV / CAC

Compare lifetime value to acquisition cost to judge acquisition efficiency.

Net Revenue Retention Calculator

v1

NRR = (Beginning revenue - churn - contraction + expansion) / Beginning revenue * 100

Measure retained and expanded recurring revenue from an existing cohort.

Gross Margin Calculator

v1

Gross margin % = (Revenue − COGS) / Revenue × 100

Calculate gross margin percent and gross profit from revenue and cost of goods sold for a reporting period.

EBITDA Margin Calculator

v1

EBITDA margin % = EBITDA / Revenue × 100

Calculate EBITDA margin for a reporting period. Enter the EBITDA and revenue your finance team uses, one definition per board pack.

Free Cash Flow Margin Calculator

v1

FCF margin % = Free cash flow / Revenue × 100

Calculate free cash flow margin for a reporting period. Enter FCF and revenue on the same cash or accrual basis your board uses.

Gross Revenue Retention Calculator

v1

GRR = (Beginning revenue - churn - contraction) / Beginning revenue * 100

Measure retained recurring revenue before expansion offsets losses.

SaaS Churn Calculator

v1

Logo churn = Churned customers / Starting customers; gross revenue churn = lost MRR / starting MRR

Calculate logo churn, gross revenue churn, and net revenue churn together.

ARR / MRR / ARPA / ACV Calculator

v1

ARR = MRR * 12; ARPA = MRR / paying accounts; ACV = annual contract value / annual contracts

Normalize core recurring revenue metrics for SaaS reporting.

Rule of 40 Calculator

v1

Rule of 40 = Revenue growth % + EBITDA margin %

Combine growth and profitability into the classic SaaS operating balance score.

SaaS Magic Number Calculator

v1

Magic Number = (Current quarter ARR - Prior quarter ARR) / Prior quarter sales and marketing spend

Estimate sales and marketing efficiency from the ARR created by the previous quarter's spend.

Burn Multiple Calculator

v1

Burn multiple = Net burn / Net new ARR

Measure how many dollars of burn are required to create each dollar of net new ARR.

SaaS Quick Ratio Calculator

v1

Quick ratio = (New MRR + Expansion MRR) / (Churned MRR + Contraction MRR)

Compare new and expansion revenue against churn and contraction drag.

Revenue Growth Calculator

v1

Revenue growth % = (Current revenue − Prior revenue) / Prior revenue × 100

Measure period-over-period revenue growth. Label the comparison (YoY or QoQ) for board consistency, the formula is the same.

Revenue per Employee Calculator

v1

Revenue per employee = Revenue / FTEs

Measure total company revenue per full-time equivalent. Distinct from new ARR per GTM FTE, this uses total revenue and total headcount.

Rule of X Calculator

v1

Rule of X = (Revenue growth % × growth weight) + Free cash flow margin %

Weight growth against free cash flow margin for later-stage SaaS valuation discipline.

Net New ARR Calculator

v1

Net new ARR = New ARR + Expansion ARR - Churned ARR - Contraction ARR

Break ARR creation into new, expansion, churn, and contraction components.

Runway and Scenario Calculator

v1

Runway (months) = Cash on hand / Monthly net burn

Estimate months of runway from cash, revenue, and operating expenses. Toggle scenarios for hiring or growth assumptions.

Pipeline Coverage Calculator

v1

Pipeline coverage = Qualified pipeline / Revenue target

Estimate whether qualified pipeline is sufficient for a revenue target.

Sales Velocity Calculator

v1

Sales velocity = Opportunities × Average deal size × Win rate / Sales cycle days

Calculate expected revenue throughput per day across a sales pipeline.

Win Rate Calculator

v1

Win rate = Won deals / Total closed deals × 100

Measure closed-won efficiency from closed opportunity volume.

GTM Efficiency Score Calculator

v1

GTM efficiency = (Net new ARR / Sales and marketing spend) × NRR × Gross margin

Blend acquisition efficiency, retention quality, and margin into one operating score.

New ARR per GTM FTE Calculator

v1

New ARR per GTM FTE = Net new ARR / GTM FTEs

Measure net new ARR created per go-to-market full-time equivalent.

Sales Capacity Calculator

v1

Ramped quota capacity = Ramped AEs × Average quota per AE × Attainment assumption

Estimate bookings capacity from fully ramped account executives, quota, and expected attainment.

Ramped Quota Coverage Calculator

v1

Ramped quota coverage = Ramped quota capacity / Bookings plan

Compare ramped AE quota capacity to the period bookings plan to expose reliance on unramped reps or new hires.

New ARR Mix by Source Calculator

v1

New ARR mix = Each source ARR / Total new ARR × 100; concentration = largest single-source share

Report the percent split of new ARR across sourcing channels and flag concentration risk.

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