unbuilt
AI GeneratedFood

RecipeScale: Ingredient Cost Calculator

AI-powered app that calculates real ingredient costs per serving by parsing recipes and matching local grocery prices, helping home cooks and meal-prep businesses understand true food economics.

Opportunity
High
Competitors
3apps
Difficulty
Medium
Market
Medium
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Key insight: The $100B food industry has solved supply-side costs but left consumers blind to demand-side economics—AI recipe parsing finally makes per-serving cost transparency a solo-buildable problem.

The Problem

Home cooks and small meal-prep businesses have no easy way to calculate actual ingredient costs from recipes. They either manually look up each ingredient's price (tedious) or guess at costs (inaccurate). This makes pricing meal plans, comparing recipes by efficiency, or hitting target food costs impossible without spreadsheet hell.

Target Audience

Small meal-prep business owners, home cooks doing bulk cooking, fitness coaches creating client meal plans, and budget-conscious families trying to reduce food waste and spending.

Why Now?

Post-inflation, people obsess over food costs; meal-prep is booming; AI OCR and APIs are now accessible to solo builders; users have price-checking habits from inflation anxiety.

What's Missing

Recipe sites don't connect to live grocery prices; grocery apps don't understand recipes; existing cost calculators require manual data entry and don't scale to local price variation.

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