Bharat in Betastartup field guide
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No. 1731Venture thesisCommerce and consumer life

Discovery stops looking like a catalogue

Source

The idea

Z47 anticipates guided, intent-led shopping in context-heavy categories such as beauty, fashion and travel. Conversation helps users answer questions during discovery and move towards routines or itineraries rather than endless catalogue browsing. The source explicitly distinguishes this from adding voice or chat indiscriminately.

Why this is interesting

  • Intent-led shopping is most useful in categories where preferences are hard to express and choices require context, but advice can lose trust when commercial incentives are hidden.
  • A venture thesis describes where an investor sees possibility. It does not by itself identify a narrow buyer, an entry wedge or evidence of demand.

Possible starting points

01

Guided adviser for one category

Translate routines, constraints and trade-offs into a shortlist for a context-heavy purchase such as beauty, fashion or travel.

02

Plan-to-purchase workflow

Carry a customer from an evolving plan or itinerary into availability, booking and later adjustment.

Questions to answer

  1. Which questions materially change the recommendation rather than add conversational polish?
  2. How will ranking and monetization avoid disguising sponsored inventory as independent advice?
No. 903Problem statementCommerce and consumer life

Personalized Experience to Customers

Propose a framework for personalised product recommendations and offers across ONDC using customer attributes and feedback to seller participants. It must respect network participants' privacy and competition requirements and explain implementation impacts on each participant. Search-to-cart and cart-to-confirmation conversion are suggested outcome measures, not established improvements.

No. 907Problem statementCommerce and consumer life

Indic language support

Support commerce in both Indic languages and English through text, voice and image inputs, returning translated outputs through corresponding interfaces. Use common dialects, open fonts for text/image output and Indic linguistic collation. The source suggests considering transformer-based pipelines, not mandating them. Example journeys include discovery, payment confirmation, order updates and customer service.

No. 908Problem statementCommerce and consumer life

Negotiation engine

Demonstrate a negotiation engine for ONDC transaction terms such as price and settlement conditions. It should distinguish whether offers and counteroffers are converging or diverging, so participants can act on that information until they agree or terminate a transaction. The source does not require an autonomous agent to accept terms without oversight.