73
AI Web App Developer Needed to Build Custom “Habit Plan Generator” Tool (OpenAI + Web App)
UpworkUSNot specifiedexpert
AI App DevelopmentWeb ApplicationAPI
We are looking for an experienced developer to help us build a custom AI-powered tool called the Positive Habits Developer (PHD).
This tool is based on an upcoming book that contains 93 practical habits for improving mindset, leadership, health, and relationships.
The goal of the tool is simple:
A reader selects three habits from the book, answers a few short questions about themselves, and the system generates a personalized 30-day habit implementation plan.
This is not a chatbot.
It is a structured AI-powered generator with a clean interface and defined logic.
The final output should be presented in a visually clean format and optionally exported as a downloadable PDF.
Core User Flow
User visits the tool on a webpage
User selects 3 habits from a list of ~93
User answers a few short questions such as:
personal goals
schedule/time availability
common obstacles
preferred habit intensity
AI generates a custom 30-day habit implementation plan
Plan is displayed on the page
User can optionally download the plan as a PDF
Key Features
Frontend
Clean modern interface
Habit selection interface
Question flow / form
Results page showing the generated plan
Mobile friendly design
Backend
Database storing the 93 habits and related information
Ability to send selected habits + user responses to AI
Generate structured habit implementation plans
Return formatted output to the frontend
AI Integration
OpenAI API or similar LLM
Prompt structure that ensures responses stay grounded in the habit content
Guardrails to prevent hallucinated content
Output
Structured 30-day habit plan
Organized by week or day
Optional PDF export
Nice to Have
Optional user accounts to save plans
Ability for users to regenerate plans
Deliverables
The completed project should include:
Fully functional web-based tool
Clean and intuitive user interface
AI plan generation using our habit content
Structured plan output
PDF export capability
Documentation explaining how the system works
Tech Stack (Open to Recommendations)
Possible approaches include:
Option 1
Next.js + Supabase + OpenAI API
Option 2
Bubble (no-code) + OpenAI
Option 3
Another modern stack you recommend
We care most about:
reliability
scalability
clean user experience
Timeline
Estimated timeline: 4–6 weeks
About the Project
The tool will help readers take the habits from the book and turn them into a personalized implementation plan they can follow for 30 days.
Application Instructions
Please include the following in your proposal:
Examples of AI-powered tools or web apps you have built
Your recommended technology stack
Estimated timeline
Estimated cost range
Any suggestions you have for improving this tool
Required Qualifier Questions
To be considered, please answer the following:
1. AI Experience
Describe an AI-powered application you have built.
What was the AI model used and what role did it play in the system?
2. Content Grounding
How would you structure the system so the AI uses the habit content we provide rather than inventing its own advice?
3. System Architecture
Briefly describe the architecture you would recommend for this tool (frontend, backend, database, AI integration).
4. Similar Projects
Have you built any AI tools that generate structured outputs such as plans, reports, or recommendations?
If yes, please include links or screenshots.
5. Prompt Design
How would you structure prompts to generate a high-quality 30-day habit plan consistently?
6. PDF Generation
What approach would you use to generate a clean downloadable PDF from the generated plan?
7. Scalability
How would you design the system so it could handle thousands of users generating plans without breaking?
8. Timeline
What timeline would you estimate for building an MVP version of this tool?
9. Spam Filter
IMPORTANT: To confirm you read this entire post, please begin your proposal with the word HABITS.
Unlock AI intelligence, score breakdowns, and real-time alerts
Upgrade to Pro — $29.99/moClient
Spent: $149,405.75Rating: 5.0Verified