Real-Time Chat
Students can ask questions, negotiate, share item details, and confirm handoffs without leaving the marketplace.
A smarter student marketplace for every campus. Buy, sell, donate, and discover academic resources with AI-assisted pricing, listing improvement, safe moderation, and instant help.
Calculus textbook, good condition, Lahore campus demand is high.
Keep the core buying and selling experience simple, trusted, and fast. AI should improve the workflow, not make students think harder.
Students can ask questions, negotiate, share item details, and confirm handoffs without leaving the marketplace.
Buyers can send offers while sellers accept, reject, or counter with a clear price trail.
Search and recommendations can prioritize university, degree, subject, city, and student need.
Verified profiles, report flows, moderation queues, and admin override keep growth manageable.
The first launch should focus on the jobs that save time immediately: answering questions, improving listings, suggesting prices, and reviewing risky posts.
Answers marketplace questions in English or Roman Urdu and guides students to post, search, buy, donate, or report safely.
Uses category, condition, purchase price, and campus demand to suggest a fair PKR range before the ad goes live.
Turns rough titles and notes into clear, buyer-ready descriptions while keeping the seller's details honest.
Approves high-confidence academic ads, rejects obvious abuse, and sends uncertain cases to the admin dashboard.
This lightweight demo responds instantly to common questions, detects simple Roman Urdu phrases, and gives sample price/listing guidance without making paid API calls.
Release AI safely with feature flags. Flip it off instantly if quota, quality, or reliability drops.
Serve common questions locally first, then call Gemini only for unique or complex requests.
Give verified users a daily AI allowance and show friendly fallback messages when limits are reached.
Auto-approve clean ads, reject obvious abuse, and send uncertain listings to humans with AI notes.
Gemini wrapper, prompts, feature flags, rate limits, and mock-safe local testing.
Floating assistant, quick actions, Firestore conversation persistence, and language matching.
New ads enter AI review, high-confidence posts publish, and edge cases go to admin.
Price suggestions, description generation, analytics, satisfaction feedback, and staged rollout.
The marketplace is already live for Android students on Play Store, and the iOS version is coming soon. The next step is layering AI assistance into the released app carefully, with usage monitoring, feature flags, and admin controls.