Niche research
Recipe & meal-planning apps
Every one of the 23,131 reviews has its own label and complete text below. Choose an app, topic, rating, or search for an exact phrase.
23,131
source reviews in niche
79
apps in corpus
6/6
patterns translated
100%
reviews carry a label
Per-review labelling
28.0% have a specific topic; ambiguous texts are not over-interpreted
23,131 / 23,131
Detailed app labelling
Every review is labelled; the deep product layer undergoes a separate validation pass
0 / 79
Evidence threshold and limitations →
Complete niche corpus
All apps and reviews
Every review is labelled. “Deep topics” are formed inside one app; “category topics” use strict cross-category rules and an honest sentiment label for ambiguous remainder.
Showing 79 of 79
- 8fit Workouts & Meal Planner500 reviewsevery review labelledsubscription and paid restrictions · trial charges and refunds · the app helps achieve the intended result
- America's Test Kitchen500 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · stable and reliable performance
- Anova Culinary500 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · crashes, freezes and errors
- Blue Apron: Meal Kit Delivery500 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · stable and reliable performance
- Caveman Feast - Paleo Recipes500 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · stable and reliable performance
- Copy Me That recipe manager500 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · the app helps achieve the intended result
- Eat This Much - Meal Planner500 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · the app helps achieve the intended result
- Green Chef: Healthy Meal Kits500 reviewsevery review labelledsubscription and paid restrictions · crashes, freezes and errors · clear and easy workflow
- Home Chef: Meal Kit Delivery500 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · the app helps achieve the intended result
- MealBoard - Meal Planner500 reviewsevery review labelledclear and easy workflow · the app helps achieve the intended result · stable and reliable performance
- Mealime Meal Plans & Recipes500 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · the app helps achieve the intended result
- Menu Planner500 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · crashes, freezes and errors
- Recipe Keeper - Cook'n500 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · the app helps achieve the intended result
- RP Diet Coach & Planner500 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · the app helps achieve the intended result
- Tasty: Recipes, Cooking Videos500 reviewsevery review labelledclear and easy workflow · the app helps achieve the intended result · subscription and paid restrictions
- Cooklist: Pantry Meals Recipes499 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · the app helps achieve the intended result
- KetoDiet: Fasting & Meal Plans499 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · the app helps achieve the intended result
- MealPrepPro Planner & Recipes499 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · the app helps achieve the intended result
- Perfect Body - Meal planner499 reviewsevery review labelledsubscription and paid restrictions · trial charges and refunds · a needed feature is missing
- Calorie Counter - MyNetDiary498 reviewsevery review labelledclear and easy workflow · the app helps achieve the intended result · subscription and paid restrictions
- ReciMe: Recipes & Meal Planner498 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · crashes, freezes and errors
- Nutrition Coach: Food tracker497 reviewsevery review labelledsubscription and paid restrictions · the app helps achieve the intended result · clear and easy workflow
- Healthy CrockPot Recipes495 reviewsevery review labelledsubscription and paid restrictions · ads disrupt the experience · clear and easy workflow
- Keto Diet App & Recipes488 reviewsevery review labelledsubscription and paid restrictions · trial charges and refunds · crashes, freezes and errors
- Paprika Recipe Manager 3488 reviewsevery review labelledclear and easy workflow · crashes, freezes and errors · subscription and paid restrictions
- NYT Cooking: Quick Tasty Meals479 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · the app helps achieve the intended result
- CHEF iQ475 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · crashes, freezes and errors
- HelloFresh: Meal Kit & Recipes450 reviewsevery review labelledsubscription and paid restrictions · crashes, freezes and errors · a needed feature is missing
- Recipe Keeper - OrganizEat450 reviewsevery review labelledclear and easy workflow · the app helps achieve the intended result · subscription and paid restrictions
- The Recipe Box To Go400 reviewsevery review labelledclear and easy workflow · crashes, freezes and errors · saving, exporting or sharing the result fails
- Deglaze: Cooking, Simplified366 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · recipe import from websites and social media saves manual entry
- SuperCook Recipe By Ingredient350 reviewsevery review labelledclear and easy workflow · the app helps achieve the intended result · crashes, freezes and errors
- Cookpad Recipes, homemade food349 reviewsevery review labelledclear and easy workflow · an update broke a familiar workflow · search fails to find what is needed
- Kitchen Stories Easy Recipes349 reviewsevery review labelledclear and easy workflow · the app helps achieve the intended result · crashes, freezes and errors
- Noom Weight Loss, Food Tracker349 reviewsevery review labelledsubscription and paid restrictions · crashes, freezes and errors · clear and easy workflow
- CookBook - Recipe Keeper325 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · recipe import from websites and social media saves manual entry
- FitMenCook - Healthy Recipes300 reviewsevery review labelledclear and easy workflow · the app helps achieve the intended result · subscription and paid restrictions
- Mela - Recipe Manager293 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · crashes, freezes and errors
- Marley Spoon288 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · support does not respond or resolve the issue
- Pestle: Recipe Manager279 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · stable and reliable performance
- EatWise - Meal Reminder269 reviewsevery review labelledclear and easy workflow · stable and reliable performance · the app helps achieve the intended result
- Eatr: Tasty Cooking Recipes260 reviewsevery review labelledsubscription and paid restrictions · trial charges and refunds · crashes, freezes and errors
- AnyList: Grocery Shopping List250 reviewsevery review labelledclear and easy workflow · the app helps achieve the intended result · subscription and paid restrictions
- BigOven Recipes & Meal Planner250 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · crashes, freezes and errors
- Recipe Keeper250 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · the app helps achieve the intended result
- RecipeBox - Save Your Recipes!250 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · crashes, freezes and errors
- Dinnerly: Meal Kit246 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · crashes, freezes and errors
- Umami - Recipe Manager241 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · stable and reliable performance
- Crouton: Recipe Manager227 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · stable and reliable performance
- Real Plans - Meal Planner214 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · the app helps achieve the intended result
- Meal Planner & Weekly Menu207 reviewsevery review labelledclear and easy workflow · the app helps achieve the intended result · crashes, freezes and errors
- Diet Plan: Smart Meal Planner200 reviewsevery review labelledthe app helps achieve the intended result · clear and easy workflow · subscription and paid restrictions
- Samsung Food: Meal Planner200 reviewsevery review labelledclear and easy workflow · the app helps achieve the intended result · subscription and paid restrictions
- Just the Recipe: Cook smarter199 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · the app helps achieve the intended result
- Pepper - Recipe Organizer150 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · trial charges and refunds
- Fitia: Calorie Counter & Diet140 reviewsevery review labelledsubscription and paid restrictions · trial charges and refunds · the app helps achieve the intended result
- SideСhef: Easy Cooking Recipes138 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · crashes, freezes and errors
- CookEasy – Recipe Finder124 reviewsevery review labelledsubscription and paid restrictions · crashes, freezes and errors · search fails to find what is needed
- Gronda: Recipes for Chefs124 reviewsevery review labelledsubscription and paid restrictions · trial charges and refunds · crashes, freezes and errors
- Ollie for Meals: Meal Planning121 reviewsevery review labelledclear and easy workflow · the app helps achieve the intended result · subscription and paid restrictions
- Daily Meal Planner120 reviewsevery review labelledclear and easy workflow · the app helps achieve the intended result · a needed feature is missing
- eMeals - Healthy Meal Plans100 reviewsevery review labelledsubscription and paid restrictions · trial charges and refunds · clear and easy workflow
- HitMeal－Calorie & Food Tracker100 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · trial charges and refunds
- Mediterranean Diet & Meal Plan94 reviewsevery review labelledsubscription and paid restrictions · trial charges and refunds · clear and easy workflow
- Spillt: Recipe & Meal Plan App81 reviewsevery review labelledclear and easy workflow · the app helps achieve the intended result · crashes, freezes and errors
- My Recipe Box: Cookbook & Menu66 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · data, history or progress disappears
- Meal Planner & Grocery List65 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · data, history or progress disappears
- Stashcook: Recipe Keeper65 reviewsevery review labelledsubscription and paid restrictions · trial charges and refunds · clear and easy workflow
- Calo - كالو55 reviewsevery review labelledsubscription and paid restrictions · crashes, freezes and errors · clear and easy workflow
- Epicurious50 reviewsevery review labelledsubscription and paid restrictions · crashes, freezes and errors · a needed feature is missing
- Oh She Glows50 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · crashes, freezes and errors
- Recipe Gallery - Cook Book50 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · cross-device sync is unreliable
- Zest: Meal Planner & Recipes50 reviewsevery review labelledsubscription and paid restrictions · the app helps achieve the intended result · ads disrupt the experience
- Whisk: Recipe Keeper & Planner39 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · trial charges and refunds
- Recipe Notes - My Cookbook38 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · the app helps achieve the intended result
- 30 Day Whole Foods Meal Plan27 reviewsevery review labelledsubscription and paid restrictions · trial charges and refunds · clear and easy workflow
- Recipe Keeper & Saver - Recify26 reviewsevery review labelledsubscription and paid restrictions · data, history or progress disappears · clear and easy workflow
- Eat Well: Meal Plans & Recipes17 reviewsevery review labelledsubscription and paid restrictions · crashes, freezes and errors
- CookGo: Easy Recipe Import16 reviewsevery review labelledclear and easy workflow
Across the niche
What repeats across different apps
This is a separate analysis layer: every story has at least 8 signals and appears across at least 3 competitors. Signals may overlap and do not represent market share.