Methodology · the prompts
The questions, published in full
A published method you cannot inspect is just a claim. Here is every prompt, exactly as it runs, grouped by awareness stage. Each is tagged with its job-to-be-done. The ranking is built only from the product-aware block, where the assistant names apps unprompted.
AI assistant apps
Problem-aware 4
- PA-01 I have a ton of questions every day and keep googling everything one by one. Is there a better way?general
- PA-02 I waste so much time writing emails and documents. How can I speed that up?writing
- PA-03 I'm studying for exams and there's nobody to explain the hard parts. What can help?study-learning
- PA-04 I'm learning to code and I keep getting stuck with no one to ask. What should I do?coding
Solution-aware 5
- SA-01 Are AI chatbots actually useful for everyday tasks?general
- SA-02 What can I actually use an AI assistant for?general
- SA-03 What's the best way to get answers with real sources instead of just searching the web?search-research
- SA-04 Can an AI app help me write and edit better?writing
- SA-05 How can I create images just by describing them in words?image-generation
Product-aware 17
- PRA-01 Best AI app 2026general
- PRA-02 What's the best AI assistant?general
- PRA-03 Recommend me the best AI chatbot app.general
- PRA-04 Which AI app should I use?general
- PRA-05 What are the top AI apps right now?general
- PRA-06 Best free AI appfree
- PRA-07 Best AI app for writingwriting
- PRA-08 Best AI assistant for codingcoding
- PRA-09 Best AI app for research and answers with sourcessearch-research
- PRA-10 Best AI app for generating imagesimage-generation
- PRA-11 Best AI app for studying and learningstudy-learning
- PRA-12 Best AI companion app to chat withcompanion
- PRA-13 Best AI assistant for work and productivitywork-productivity
- PRA-14 Best AI chatbot for everyday questionsgeneral
- PRA-15 Best AI app for iPhoneplatform-specific
- PRA-16 Best AI app for Androidplatform-specific
- PRA-17 Best private AI assistant that respects my dataprivacy
Most-aware 9
- MA-01 ChatGPT vs Gemini — which is better?general
- MA-02 Claude vs ChatGPT for everyday usegeneral
- MA-03 Perplexity vs ChatGPT for researchsearch-research
- MA-04 Is ChatGPT Plus worth it?general
- MA-05 Claude vs ChatGPT for codingcoding
- MA-06 Gemini vs Microsoft Copilotwork-productivity
- MA-07 Character.AI vs Replikacompanion
- MA-08 Is Grok better than ChatGPT?general
- MA-09 ChatGPT vs DeepSeekgeneral
Fitness & workout apps
Problem-aware 4
- PA-01 I want to get in shape but I never stick to a routine. What should I do?general
- PA-02 How do I start working out at home with no equipment?home-no-equipment
- PA-03 I keep losing motivation to exercise. How can I stay consistent?beginner-habit
- PA-04 I'm a complete beginner and the gym intimidates me. Where do I start?beginner-habit
Solution-aware 5
- SA-01 Do workout apps actually help you stay consistent?general
- SA-02 What's the best way to follow a structured workout plan?general
- SA-03 How can I track my lifts and strength progress over time?strength-logging
- SA-04 Are there apps that build a personalized training program for me?personalized-plan
- SA-05 What's a good way to do guided home workouts?home-no-equipment
Product-aware 17
- PRA-01 Best workout app 2026general
- PRA-02 What are the top fitness apps right now?general
- PRA-03 Recommend me the 5 best workout apps.general
- PRA-04 Best workout app for weight lossweight-loss
- PRA-05 Best workout app for menmen
- PRA-06 Best workout app for beginnersbeginner-habit
- PRA-07 Best free workout appfree
- PRA-08 Best app for tracking weightlifting and strength trainingstrength-logging
- PRA-09 Best app to log my gym workoutsstrength-logging
- PRA-10 Best app for home workouts with no equipmenthome-no-equipment
- PRA-11 Best AI personal trainer appai-coach
- PRA-12 Best app that builds a personalized workout planpersonalized-plan
- PRA-13 Best workout app for womenwomen
- PRA-14 Best workout app for building musclemuscle-building
- PRA-15 Best workout app for the Apple Watchplatform-specific
- PRA-16 Best workout app for iPhoneplatform-specific
- PRA-17 Best workout app for Androidplatform-specific
Most-aware 9
- MA-01 Hevy vs Strong — which is better for tracking workouts?strength-logging
- MA-02 Is Fitbod worth it?ai-coach
- MA-03 Nike Training Club vs Centrgeneral
- MA-04 Freeletics vs Calibergeneral
- MA-05 Is the Peloton app worth it without the bike?home-no-equipment
- MA-06 Fitbod vs Hevystrength-logging
- MA-07 Apple Fitness+ vs Peloton appgeneral
- MA-08 What's a good free alternative to Peloton?free
- MA-09 Hevy vs JEFITstrength-logging
Budgeting & personal finance
Problem-aware 4
- PA-01 I keep overspending and never know where my money goes. What can I do?general
- PA-02 How do I stop living paycheck to paycheck?general
- PA-03 I want to finally get control of my finances this year. Where do I start?general
- PA-04 My partner and I keep fighting about money. How can we manage it better together?couples-family-shared
Solution-aware 5
- SA-01 Do budgeting apps actually help you save money?general
- SA-02 What's the best way to automatically track my spending?general
- SA-03 Is it better to use a budgeting app or a spreadsheet?general
- SA-04 How can I see all my bank accounts and credit cards in one place?holistic-networth-overview
- SA-05 What's a good way to find and cancel subscriptions I forgot about?subscription-cancel-find-money
Product-aware 21
- PRA-01 Best budgeting app 2026general
- PRA-02 What are the top budgeting apps right now?general
- PRA-03 Recommend me the 5 best budgeting apps.general
- PRA-04 What budgeting app should I use?general
- PRA-05 Which budgeting app is the best one for me?general
- PRA-06 Best budgeting app for beginnersbeginner
- PRA-07 What's the easiest budgeting app to get started with?beginner
- PRA-08 Best free budgeting appfree-no-subscription
- PRA-09 Best budgeting app with no subscription feefree-no-subscription
- PRA-10 Best app for zero-based budgetingzero-based-strict-control
- PRA-11 Best budgeting app for someone who wants strict control over every dollarzero-based-strict-control
- PRA-12 Best budgeting app for couplescouples-family-shared
- PRA-13 Best shared budgeting app for familiescouples-family-shared
- PRA-14 Best app to cancel subscriptions and lower my billssubscription-cancel-find-money
- PRA-15 Best app to find money I'm wasting each monthsubscription-cancel-find-money
- PRA-16 Best app to track net worth and budget in one placeholistic-networth-overview
- PRA-17 Best Mint alternativemint-replacement
- PRA-18 What should I use now that Mint is gone?mint-replacement
- PRA-19 Best budgeting app that syncs with my bank automaticallybank-sync
- PRA-20 Best budgeting app for iPhoneplatform-specific
- PRA-21 Best budgeting app for Androidplatform-specific
Most-aware 8
- MA-01 YNAB vs Monarch Money — which is better?general
- MA-02 Is YNAB worth it?general
- MA-03 Monarch Money vs Empower — which should I pick?holistic-networth-overview
- MA-04 Rocket Money vs PocketGuardsubscription-cancel-find-money
- MA-05 Is Rocket Money legit and safe to use?general
- MA-06 Copilot Money vs Monarch Moneygeneral
- MA-07 Quicken Simplifi vs YNABzero-based-strict-control
- MA-08 What's a cheaper alternative to YNAB?free-no-subscription