About CookCalcs

Why I Built CookCalcs

I built CookCalcs because the existing cooking calculator landscape is not great. Some of the most-linked tools have not been updated since 2012. Large multi-calculator platforms use the same generic template for thousands of tools, with no ingredient-specific density data and no source citations. A newer wave of sites runs on bulk AI-generated content with repeated paragraphs and fabricated editorial teams. I wanted a quality alternative: purpose-built calculators backed by a curated ingredient density database, with every formula sourced, every value cited, and every worked example verified against the actual calculator output.

How the Calculators Are Built

Every calculator on CookCalcs follows a documented build process. Formulas are sourced from the FAO, USDA, and established culinary references — King Arthur Flour, Harold McGee's On Food and Cooking, and professional baking textbooks, depending on the tool. Each formula is implemented in TypeScript and verified with known-value tests: inputs with expected outputs derived from the cited source, not from the calculator itself. Worked examples walk through real scenarios step by step, and every intermediate value is checked against the calculate()function's actual output. The site currently runs 838+ automated tests on every code change.

The full editorial policy and methodology describes the process in detail, including how ingredient density values are sourced, how content is reviewed, and how to report errors.

The Ingredient Density Database

The core data asset behind CookCalcs's baking converters is a curated database of 105 ingredient densities across eight categories: flours, sugars, dairy and fats, liquids, nuts and seeds, grains and starches, baking ingredients, and spices. Each entry records the weight per US cup (236.59 mL), per metric cup (250 mL), per tablespoon, and per teaspoon, along with the density in grams per milliliter.

Every value is sourced from either the FAO Density Database v2.0, the USDA FoodData Central database, or manufacturer-published data (King Arthur Flour, Bob's Red Mill, and similar brands where government databases do not cover a specific product). The source is cited per ingredient — not per category, and not as a blanket “from the internet” disclaimer. During the Stage 2b formula accuracy audit, density values were spot-checked against primary sources, with zero discrepancies greater than 5%. The database will expand over time as the site grows, with new entries following the same sourcing and citation standards.

Professional Background

I'm Dan Dadovic, a Commercial Director & PhD Candidate in Information Sciences based in Northumberland, in the north-east of England. My day job is at Ezoic, the ad monetization platform, where I work with web publishers daily. That role gives me direct insight into what makes utility sites genuinely useful versus what amounts to content mill filler — I see traffic data, user engagement patterns, and content performance across thousands of sites.

CookCalcs is built with Next.js, TypeScript, and Tailwind CSS, deployed on Vercel. I developed the Site Factory framework — a systematic methodology for building quality niche utility sites with structured quality gates, automated testing, formula verification against cited sources, and content quality scoring. Every site in the portfolio follows the same five-stage build process, from scaffold through content through SEO hardening through browser review to production smoke tests.

Honest Limitations

I am not a professional chef, baker, nutritionist, or food scientist. I do not hold formal culinary qualifications. CookCalcs is a utility tool that applies mathematics to published reference data — it is not a substitute for professional culinary advice, formal training, or food safety guidance.

Ingredient density values are approximations. The actual weight of a cup of flour depends on the brand, how it was measured (spooned and leveled versus scooped), ambient humidity, and whether it was sifted. The values in the database represent standard conditions as published by the FAO and USDA. For the most accurate results in baking, a digital kitchen scale remains the best tool available.

Cooking temperatures and times provided by any calculator on this site are guidelines, not guarantees. Food safety — particularly for meat, poultry, seafood, and canning — should always be verified against official guidelines from the USDA, the Food Standards Agency (UK), or your local health authority. This site does not provide food safety certification or medical nutrition advice.

Portfolio

CookCalcs is part of a portfolio of quality calculator sites, each serving a specific audience with focused, tested tools. The portfolio demonstrates a track record of building sites that earn real traffic and provide genuine utility:

• PrinterTools — large-format print calculators (4,300+ pages, live and earning)
• HardHatCalc — construction estimating calculators
• VoltCalcs — electrical calculators
• PeakCalcs — health and fitness calculators

The same engineering standards, data sourcing rigor, and user experience principles apply across every site.

Get in Touch

Found an error in a calculation? Have a suggestion for a new calculator? Want to report an incorrect density value in the ingredient database? The feedback form is the fastest way to reach me directly. For data subject access requests under GDPR, email contact@cookcalcs.com.