Methodology
Calculator Builder Ranking Methodology
Our ranking balances calculator capability with the complete job a business needs the calculator to perform.
Weighted evaluation
Calculation capability carries 35%, commercial workflow 30%, build and publish quality 20%, and value and use-case fit 15%. We use the weights as a decision aid, not as a hidden universal score.
How best-for lanes work
The final label must complete this sentence: Choose this tool when this job requires this differentiating capability. A specialist can win a narrower lane even when it ranks below a broader platform overall.
What can change a ranking
A ranking can change when a product gains or loses a decision-critical capability, a plan limit materially changes, a test exposes a different result, or the category’s buyer requirements shift. Editorial wording alone is not a reason to move a product.
Schema and ratings
We use ItemList, Article, FAQPage, WebSite, Organization and BreadcrumbList where the visible page supports them. We do not use Review or AggregateRating schema and do not manufacture star scores.