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Creator Economy & Digital ProductsGenerated accuracy model review: 2026-05-06
Lead Magnet ROI Calculator accuracy and testing
This page documents how Calwarden builds trust for this calculator: source notes, regression-style default tests, limitations, assumptions, unit handling, rounding, and visible change history.
Formula source
- Leads = visitors * opt-in rate. Gross lead value = leads * value per lead. Total cost = creation cost + traffic cost + leads * delivery cost per lead + fee percent * gross lead value. ROI = (gross lead value - total cost) / total cost * 100.
Test cases
Default input regression check
Generated from the checked-in default inputs and calculate function.
Inputs
- Visitors: 4,000
- Opt-In Rate: 28%
- Value per Lead: $6
- Creation Cost: $900
- Traffic Cost: $1,100
- Delivery Cost per Lead: $0.1
- Fee Assumption: 2%
Expected outputs
- Estimated Lead Magnet ROI: 199.15%
- Estimated Leads: 1,120
- Estimated Net Profit: $4,473.60
- Cost per Lead: $2.01
Known limitations
- These calculators do not connect to ConvertKit, email service providers, webinar platforms, ad platforms, or payment processors. They do not model deliverability changes, attribution windows, refunds, taxes, list fatigue, customer support load, or cohort-level retention unless you enter those assumptions yourself.
Assumptions
- Funnel results are estimates based on user-entered assumptions.
- The calculator uses only the conversion rates, values, costs, and fees you enter.
- Calculations are deterministic and run locally in your browser without uploading funnel data.
- Results do not predict deliverability, list quality, refunds, ad approval, platform changes, or future audience behavior.
Unit handling
- Visitors accepts numeric values.
- Opt-In Rate accepts values in %.
- Value per Lead accepts values in $.
- Creation Cost accepts values in $.
- Traffic Cost accepts values in $.
- Delivery Cost per Lead accepts values in $.
- Fee Assumption accepts values in %.
- Estimated Lead Magnet ROI is displayed as a percentage.
- Estimated Net Profit is displayed as currency.
- Cost per Lead is displayed as currency.
Rounding rules
- Number displays use up to 2 decimal places in the calculator UI.
- Currency outputs are displayed with standard US dollar formatting.
- Percent outputs are displayed with two decimal places.
- Input precision follows configured step values where provided.
Version history
1.0.0 - 2026-05-06
Generated accuracy and testing page from the current lead-magnet-roi-calculator calculator definition.
Change log
2026-05-06
Published default regression test documentation and metadata fallbacks for Lead Magnet ROI Calculator.
Calculator transparency
Accuracy pages are generated from checked-in calculator definitions and can be upgraded with curated review metadata over time.