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Sales Funnel Stage Loss One Step Tool

Calculate sales funnel stage loss one step from explicit caller-supplied inputs.

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Description

Subtract advanced from entered for lost, divide lost by entered for lossFraction, and divide nonnegative cost by advanced.

Marketing rates compare a counted outcome with a declared cohort or exposure base. Reentries, exclusions, and distinct funnel stages can change the denominator substantially.

Subtract advanced from entered for lost, divide lost by entered for lossFraction, and divide nonnegative cost by advanced.

When to use this tool

Use Sales Funnel Stage Loss One Step when you need a transparent cohort or exposure ratio.

How to use the tool and how it works

  1. Enter entered, advanced, cost. Use the units and conventions below.
  2. Run the tool. Correct any format, range, or cross-field input error before interpreting the output.
  3. Read lost, lossFraction, costPerAdvance. Use the output convention below.

Subtract advanced from entered for lost, divide lost by entered for lossFraction, and divide nonnegative cost by advanced.1

Input fieldMeaning and unitsAccepted input
enteredEnteredRequired. Safe integer; minimum 1.
advancedAdvancedRequired. Safe integer; minimum 1.
costCostRequired. Finite number; minimum 0.
Output fieldInterpretationReturned shape
lostLostRequired. Safe integer.
lossFractionLoss FractionRequired. Finite number.
costPerAdvanceCost Per AdvanceRequired. Finite number.
json
{
  "input": {
    "entered": 100,
    "advanced": 40,
    "cost": 200
  },
  "output": {
    "lost": 60,
    "lossFraction": 0.6,
    "costPerAdvance": 5
  }
}

Limitations and assumptions

  • Entered and advanced must both be positive; a zero-advance funnel is rejected rather than assigned an infinite cost.
  • Inputs must satisfy both the field types and the cross-field conditions above. Invalid input causes an error; a successful false flag or documented placeholder is a different result.
  • Numeric calculations use binary floating point unless exact decimal-integer arithmetic is explicitly stated. No hidden measurement tolerance or decimal rounding is added; nonfinite or out-of-contract results are rejected. Numeric signed-zero results are exported as zero.

Alternative or Complementary methods

Reconcile event definitions, attribution windows, and deduplication against the source analytics before comparing rates.

References

  1. Calculation and input contract: marketing/sales-funnel-stage-loss-one-step — tool.io

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