Skip to content

Latest commit

 

History

64 Commits

Folders and files

NameName
Last commit message
Last commit date
 
 
 
 
 
 
 
 

Repository files navigation

inBazaar: The Online Bargain Market

Overview

inBazaar is an innovative online marketplace that bridges the gap between local retailers and buyers, allowing them to agree on a mutually satisfactory price through AI-assisted bargaining. The platform provides price insights via web scraping, ensuring that buyers are aware of current price trends before initiating negotiations. Unlike conventional e-commerce platforms, inBazaar removes additional convenience and delivery fees by focusing solely on local retailers within a specified radius.

Problems inBazaar Solves

1. Lack of Price Transparency in Local Markets

  • Many buyers are unaware of the prevailing market prices for various products.
  • inBazaar provides real-time web-scraped price suggestions to give users a market reference.

2. Inefficiency in Bargaining for Online Purchases

  • Traditional e-commerce platforms offer fixed prices, eliminating the possibility of negotiation.
  • inBazaar introduces AI-powered bargaining to facilitate fair price discovery.

3. High Transaction Costs on Online Platforms

  • Most platforms charge additional fees, including convenience and delivery charges.
  • inBazaar eliminates such fees by limiting purchases to local retailers within 300m, 400m, and 600m.

4. Limited Support for Local Businesses

  • Small retailers struggle to compete with large-scale e-commerce platforms.
  • inBazaar provides them with an accessible platform to reach buyers and optimize pricing strategies.

Key Features

1. Smart Price Suggestion via Web Scraping

  • When a buyer searches for a product, inBazaar scrapes data from 34 sources to calculate an average market price.
  • The suggested price serves as a benchmark for users who may not know the current price trends.

2. AI-Powered Bargaining System

  • If a buyer opts for bargaining, inBazaar's AI suggests incremental price reductions based on the seller’s base price.
  • The negotiation process stops when:
    • The seller’s pre-defined stop-loss price is reached.
    • The buyer attempts more than 10 bargaining iterations.

3. Seller-Defined Pricing Limits

  • Sellers set a base price and a stop-loss price when listing their products.
  • The stop-loss price ensures that sellers do not incur losses while engaging in negotiations.

4. Localized Retailer Network

  • The platform limits product searches to local retailers within a 300m, 400m, or 600m radius, reducing logistical complications.
  • Buyers can purchase from nearby stores, ensuring quicker transactions and eliminating delivery charges.

5. Subscription-Based Revenue Model

  • Buyers and sellers can subscribe to a premium plan to access the AI-driven price suggestion and bargaining API.
  • Premium users do not pay any additional convenience or service fees, making the model sustainable and attractive.

Business Prospects

1. Revenue Model

  • Subscription-Based Pricing: Buyers and sellers subscribe to premium plans for access to AI-powered pricing and bargaining.
  • Retailer Partner Programs: Local stores can pay for featured listings or enhanced visibility.
  • Data Insights & Analytics: Aggregate market trend data can be monetized for business intelligence.

2. Scalability & Market Potential

  • The demand for fair pricing and bargaining is high in price-sensitive markets like India.
  • Expansion to other developing economies with similar purchasing behaviors.
  • Potential integration with digital payment services for seamless transactions.

How inBazaar Ensures Transparency & Profitability

For Buyers

  • Web-Scraped Price Suggestions ensure that buyers have market awareness before negotiating.
  • AI-Assisted Bargaining prevents unfair pricing and provides better deals.
  • Localized Retailer Network reduces extra charges like shipping and convenience fees.

For Sellers

  • Control Over Pricing: Sellers set base and stop-loss prices to maintain profitability.
  • Bargaining Limitations ensure that negotiations do not lead to losses.
  • Increased Visibility: Small retailers gain exposure without competing with large e-commerce giants.

For inBazaar

  • Subscription-Based Revenue ensures recurring profits without charging per-transaction fees.
  • Retailer Partnerships create additional monetization avenues.
  • Market Data Analytics offers valuable insights for pricing trends and business decisions.

Workflow Overview

  1. Product Search

    • Buyers search for products listed by local retailers.
    • inBazaar fetches market price data from 34 sources for reference.
  2. Adding to Cart & Price Suggestion

    • The scraped price data is shown to the buyer before adding to the cart.
    • The buyer can choose to proceed with the listed price or opt for bargaining.
  3. AI-Assisted Bargaining

    • AI suggests a reduced price incrementally until:
      • The stop-loss price set by the seller is reached.
      • The buyer attempts 10 bargaining rounds.
  4. Finalizing the Purchase

    • If the buyer agrees on a price, the product is purchased at that rate.
    • Since the retailer is local, there are no delivery fees or extra charges.
  5. Monetization & Subscription

    • Buyers and sellers subscribe to premium plans to access AI pricing tools.
    • Premium users enjoy a fee-free experience beyond their subscription.

About

No description, website, or topics provided.

Resources

Stars

0 stars

Watchers

1 watching

Forks

Releases

Packages

Used by

Contributors

Languages