How We Analyse Recipes

What our analysis pipeline does

For each dish we cover — say, baked chicken breast or banana bread — we run the same process:

1. Collect published recipes. We gather the most prominent published recipes for the dish from established recipe sites, along with the reader review and rating data those recipes have accumulated on their own sites.
2. Catalogue what's in them. We record each recipe's ingredients, quantities, prep and cook times, temperatures, techniques, and equipment, so the versions can be compared on the same footing.
3. Compare the versions. We look at where the recipes agree (a good sign a step matters), where they differ (a judgment call you can make yourself), and what reader feedback on the source sites says about how each version turned out for the people who cooked it.
4. Publish a comparison. The result is a page that helps you choose which published recipe to cook — with every source named and linked, so you can go straight to the original.

What the numbers mean

When you see figures on our comparison pages, here is what they are:

• Ratings and review counts come from each recipe's own source site. They are what that site's readers reported — not scores we awarded.
• Times, temperatures, and yields are what each recipe's author published. Where recipes disagree, we show the spread rather than pretending there's one true number.
• Our comparative judgments ("simplest", "fewest ingredients", "most-reviewed") are computed from the catalogued data and are only as good as that data.

Limitations — read this part

This is the honest fine print, stated plainly:

• We do not cook or taste-test the recipes we analyse. Unless a page explicitly says community members cooked something, nobody here made the dish. Our pages describe published recipes and other people's reported results.
• Reader feedback can be biased. Our analysis reflects reviews left on the source sites. People who had a strong experience are more likely to review; sites moderate reviews differently; popular sites accumulate ratings faster regardless of quality. Treat review-based signals as evidence, not proof.
• Data goes stale. Each analysis reflects what was published at the time we collected it (every page carries its dates). Source recipes get edited, ratings change, and pages move. If you spot a mismatch, tell us at hello@prepandchef.com.

What we have not done

There is no in-house test kitchen. We have not baked, roasted, fried, or tasted the recipes on our comparison pages, and we don't claim to have. If you want first-hand cooking notes, the linked source recipes' comment sections are the right place — that's part of why we always link them.

Where food-safety figures come from

Safe minimum temperatures and storage guidance in our guides are checked against authoritative references such as USDA/FSIS. Where a source recipe conflicts with those references, we say so. Details are in our editorial policy.

Why we work this way

We're a small team building a recipe app, not a test-kitchen publisher. Rather than pretend otherwise, we do the thing we can do rigorously: structured comparison of published recipes and their real-world reader feedback. We think that's genuinely useful — as long as we're clear about what it is and isn't, which is what this page is for.