Methodology

How our calculators are built

GigProfitLab uses transparent formulas, plain-English assumptions, and public benchmark ranges wherever possible.

Inputs

Reader-entered assumptions

Most calculators start with a small number of reader inputs such as hours, costs, view counts, subscription prices, or estimated task frequency. Results change when those assumptions change.

Benchmarks

Public ranges, not guarantees

When a page references market benchmarks, the page explains the source or range in ordinary language. Examples include public driver earnings benchmarks, creator RPM ranges, software subscription costs, or common business labor-cost assumptions.

Formulas

Simple math that readers can sanity-check

Calculators favor understandable formulas over black-box scores. Where a score is used, the page explains what raises or lowers the result and why.

Updates

Review and correction process

Pages are updated when platform rules, public benchmarks, law references, or calculator behavior materially change. Readers can request corrections at support@gigprofitlab.com.

Quality control

What we check before publishing

Each calculator page is reviewed for a clear purpose, visible assumptions, contact access, legal-policy links, and a plain-English explanation of what the output can and cannot prove. We avoid publishing empty placeholder pages or unsupported income claims.

Limits

What these tools should not be used for

GigProfitLab calculators are decision-support tools, not accounting, tax, legal, investment, or employment advice. They are meant to help readers compare options, spot hidden costs, and decide what questions to ask next before spending money or changing work plans.

How we improve pages over time

When a calculator looks too shallow, we add clearer assumptions, examples, warnings, and next-step guidance rather than simply adding filler. Useful content should help a reader make a better decision after the calculation.

What readers should do next

Use the calculators to narrow options, compare scenarios, and identify questions. Before spending money, quitting work, signing contracts, or making legal or financial decisions, verify the assumptions with current sources and qualified advice when needed.