
Meal planning that starts with the food already in your fridge
Meal planning that starts with the food already in your fridge

AI pantry tracking and recipe matching that turns what you already own into dinner
Estimated monthly website visits
Similarweb estimates for this domain, not active users. Only available observation months are shown; collection date is separate from the traffic period.
Collected Nov 11, 2026

This is our editors' assessment out of 5, not an average of user ratings. The viewpoints on this page are written by AI from what we know about the product. They are not customer reviews.
According to OpenAITools.app telemetry verified on 2026-11-11, PantryLab (pantrylab.net) is an AI platform indexed under AI Cooking Assistant generating 337 monthly visits with a month-over-month traffic delta of +337 (0.0%). Its primary geographic market is Netherlands (100% traffic share), and it operates on a Freemium pricing model. Top competing alternatives by monthly volume include OH, a potato! (3.24K visits/mo), DishGen (91.99K visits/mo), Frigo (442 visits/mo).
Saved me from throwing away half a bag of spinach yesterday.
Super handy for clearing out the fridge before grocery day.
Inventory entry can feel tedious when you have a mountain of groceries.
Recipe matching is shockingly accurate based on random leftovers.
AI-synthesized perspectives grounded in live site inspection, pricing structure, and category benchmarks — presented as editorial viewpoints rather than individual customer testimonials.
Track quantities across fridge, freezer and pantry zones. PantryLab updates as you cook and shop, and alerts you before food goes off.
Recipe suggestions are ranked by what you already own, prioritising leftovers and about-to-expire items rather than recipes that need a whole new shop.
Barcode scan, grocery receipt photo, AI camera recognition of a fridge shelf, voice commands, or manual entry with smart autocomplete.
Drop recipes onto a week, adjust servings and nutrition goals, and let PantryLab handle portions and meal-prep scheduling.
Your list is generated from the gap between meal plan and pantry, sorted by aisle, shareable with the household, and connectable to your favourite stores.
PantryLab addresses a practical everyday problem: most food in a household gets thrown away simply because people forget what they bought. The app keeps a live inventory of your kitchen, sorted into fridge, freezer and pantry zones, and tracks quantities as you cook and shop. An expiry radar flags items that are about to go off, and nudges you with recipe ideas built around those specific ingredients.
The recipe layer is the core of the product. Instead of showing a generic list that leaves you hunting for nine missing ingredients, PantryLab ranks 300,000+ recipes against your actual stock, prefers recipes that use up leftovers and soon-to-expire items, and respects your dietary preferences and allergies. Over time it adapts to your cooking style.
Around that sit a weekly meal planner with adjustable servings and nutrition targets, and a smart shopping list that builds itself from the gap between your plan and your pantry, sorts by store aisle, and can connect to stores you already shop at. Getting groceries in is deliberately low-friction: barcode scan, receipt photo, AI camera recognition, voice command, or manual entry. A separate business side offers anonymized consumer insights, an API and a white-label platform for food brands and retailers.
Open the app, see what's expiring, and pick a matched recipe that uses six items you already have instead of ordering in or shopping again.
Let the shopping list build only the missing ingredients, so fewer duplicates get bought and fewer half-used items get binned.
Plan a week of meals, share the shopping list with the household, and keep one source of truth about what's actually in the kitchen.
Access anonymized, aggregated pantry data for consumer insights, integrate via API, or build a white-label food product on the platform.
Side-by-side telemetry comparison of competing AI tools in the same primary category
| Rank | AI Tool | Monthly Visits | MoM Growth | Direct traffic share | Pricing | Head-to-Head |
|---|---|---|---|---|---|---|
| ● | PantryLab | 337 | — | 43% direct | Freemium | Current |
| 1 | OH, a potato! | 3.24K | +2.5% | 39% direct | Freemium, Free | vs OH, a potato! |
| 2 | DishGen | 91.99K | +1.1% | 15% direct | Freemium, Free Trial | vs DishGen |
| 3 | Frigo | 442 | -80.7% | 39% direct | Freemium | vs Frigo |
| 4 | FoodiePrep | 42.46K | +39.6% | 16% direct | Freemium | vs FoodiePrep |
| 5 | Flavorithm | 1.61K | -4% | 39% direct | Freemium | vs Flavorithm |
| 6 | ChefGPT | 30.51K | -26.1% | 39% direct | Freemium | vs ChefGPT |

Meal planning that starts with the food already in your fridge
Meal planning that starts with the food already in your fridge
Turn your ingredients and cravings into custom AI recipes and meal plans
AI kitchen companion that turns what's in your fridge into recipes
AI kitchen companion that turns what's in your fridge into recipes

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AI meal planner that turns saved recipes into weekly plans and shopping lists
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A week of meals and a shopping list in 60 seconds
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