StudyStock

AI schedules your ecommerce tasks around classes and cramming.

Score: 7.4/10AustraliaHard BuildReady to Spawn
Brand Colors

The Opportunity

Problem

College students running ecommerce stores can't efficiently manage inventory and shipping from dorm rooms while juggling classes and exams.

Solution

StudyStock imports your class calendar and ecommerce orders, then AI-plans inventory/shipping tasks into free slots. It predicts busy exam periods to pause ads or auto-restock. Get a daily 'today's hustle plan' via app.

Target Audience

College students running ecommerce stores from dorm rooms

Differentiator

Calendar integration with AI task optimizer for student schedules.

Brand Voice

edgy

Features

Calendar Import

must-have12h

Sync Google Calendar for class/exam detection.

AI Task Scheduler

must-have20h

Plans inventory/ship tasks in free time slots.

Order Prioritizer

must-have10h

Sorts orders by urgency around exams.

Daily Plan Feed

must-have8h

Push 'do this now' notifications.

Ad Pause Automation

must-have12h

Integrates with store to pause ads during finals.

Performance Reports

nice-to-have10h

Task completion vs sales impact.

Voice Commands

nice-to-have8h

Mark tasks done via voice in dorm.

Team Handoff

future15h

Assign tasks to roommates.

Total Build Time: 95 hours

Database Schema

users

ColumnTypeNullable
iduuidNo
emailtextNo

schedules

ColumnTypeNullable
iduuidNo
user_iduuidNo
datetimestampNo
free_slotstext[]No
tasksjsonbYes

Relationships:

  • β€’ user_id references users(id)

tasks

ColumnTypeNullable
iduuidNo
schedule_iduuidNo
typetextNo
statustextNo
completed_attimestampYes

Relationships:

  • β€’ schedule_id references schedules(id)

API Endpoints

POST
/api/calendar/sync

Import and parse calendar

πŸ”’ Auth Required
POST
/api/plan/generate

AI generate daily plan

πŸ”’ Auth Required
PUT
/api/tasks/:id/complete

Mark task done

πŸ”’ Auth Required
GET
/api/orders

Fetch prioritized orders

πŸ”’ Auth Required

Tech Stack

Frontend
Next.js 14 + Tailwind + shadcn/ui
Backend
Next.js API + Supabase + OpenAI API
Database
Supabase Postgres
Auth
Supabase Auth
Payments
Stripe
Hosting
Vercel
Additional Tools
Google Calendar APICron jobs

Build Timeline

Week 1: Core setup and calendar

20h
  • βœ“ Auth
  • βœ“ Calendar sync
  • βœ“ DB

Week 2: AI planning engine

30h
  • βœ“ OpenAI integration
  • βœ“ Task logic

Week 3: Store integrations

25h
  • βœ“ Order fetch
  • βœ“ Ad controls

Week 4: UI and notifications

25h
  • βœ“ Plan dashboard
  • βœ“ Pushes
  • βœ“ Stripe

Week 5: Polish

15h
  • βœ“ Reports
  • βœ“ Deploy
Total Timeline: 5 weeks β€’ 135 hours

Pricing Tiers

Free

$0/mo

Manual tasks only

  • βœ“Basic scheduling
  • βœ“1 calendar

Pro

$20/mo
  • βœ“AI plans
  • βœ“Store integrations
  • βœ“Unlimited calendars
  • βœ“Ad automation

Enterprise

$40/mo
  • βœ“All Pro + Voice
  • βœ“Team tasks
  • βœ“Custom AI

Revenue Projections

MonthUsersConversionMRRARR
Month 11202.5%$60$720
Month 66004%$480$5,760

Unit Economics

$18
CAC
$220
LTV
6%
Churn
85%
Margin
LTV:CAC Ratio: 12.2xExcellent!

Landing Page Copy

Hustle Smarter, Not Harder – AI for Student Stores

Your classes set the schedule, we fill the gaps.

Feature Highlights

βœ“AI task plans
βœ“Exam auto-pauses
βœ“Daily pushes
βœ“Order priority
βœ“Sales boost reports

Social Proof (Placeholders)

"'Aced finals and hit 5k sales' - Tyler, MIT"
"'Game-changer for busy semesters' - Lena, USC"

First Three Customers

Share MVP landing on college subreddits like r/UCLA Classifieds. Cold DM student influencers on TikTok selling merch. Host Twitter space for college ecom.

Launch Channels

Product Huntr/SaaSTwitter #buildinpublicBetaList

SEO Keywords

student ecommerce schedulercollege store task managerAI inventory planner for students

Competitive Analysis

Reclaim.ai

reclaim.ai
$8+/mo
Strength

Calendar AI

Weakness

No ecommerce focus

Our Advantage

Ecom-specific tasks, student niche

🏰 Moat Strategy

AI trained on student ecom data for better predictions.

⏰ Why Now?

Google Calendar APIs improved + AI hype meets student burnout.

Risks & Mitigation

technicalmedium severity

AI plan inaccuracies

Mitigation

User feedback loop

financiallow severity

OpenAI costs spike

Mitigation

Usage caps, alternatives

executionmedium severity

Calendar privacy issues

Mitigation

Read-only scopes

Validation Roadmap

pre-build7 days

Waitlist 50 via Typeform

Success: 30 signups

launch14 days

Track activation

Success: 50% plan approval

Pivot Options

  • β†’General student planner
  • β†’Ecom ad scheduler

Quick Stats

Build Time
135h
Target MRR (6 mo)
$480
Market Size
$60.0M
Features
8
Database Tables
3
API Endpoints
4