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Agora

AI shopping across 100,000 stores

2025-06-09

Product Introduction

  1. Agora is an AI-powered search engine specifically designed for discovering and purchasing e-commerce products across a decentralized network of 30 million products from 100,000 online stores. It enables users to search, compare, and buy items directly through a unified interface, eliminating the need to visit multiple platforms individually.
  2. The core value of Agora lies in its ability to streamline e-commerce discovery and transactions by aggregating fragmented product inventories into a single AI-optimized search experience. It reduces decision fatigue for shoppers while providing merchants with equal visibility in a non-centralized marketplace.

Main Features

  1. Agora uses advanced natural language processing (NLP) and machine learning algorithms to interpret complex search queries, such as "waterproof hiking boots under $100 with vegan materials," and returns precise product matches across its indexed stores. Search results are ranked by relevance, price, and real-time availability.
  2. The platform integrates a decentralized product catalog updated hourly, sourcing inventory directly from store APIs to ensure accurate pricing, stock status, and shipping options. Users can filter results by store reputation, eco-certifications, or regional availability.
  3. A unified checkout system allows purchases from multiple merchants within a single transaction, with automated order tracking and delivery updates consolidated in a centralized dashboard. Payment gateways support 18 currencies and 40+ regional payment methods.

Problems Solved

  1. Agora addresses the inefficiency of searching across isolated e-commerce platforms by providing a federated search layer that spans small to large online stores. It solves the "visibility gap" where niche merchants are overshadowed by dominant marketplaces.
  2. The product serves price-conscious shoppers seeking uncommon items, sustainability-focused buyers requiring specific product attributes, and merchants aiming to reach customers without paying marketplace commission fees.
  3. Typical use cases include comparing handmade goods from independent sellers, identifying rare collectibles across specialty stores, and bulk-purchasing supplies from multiple vendors with consolidated shipping.

Unique Advantages

  1. Unlike centralized platforms like Amazon, Agora does not host inventory or impose listing fees, enabling merchants to retain full control over branding, pricing, and customer relationships. Search results are algorithmically neutral, with no paid priority placements.
  2. The AI search engine incorporates visual recognition for image-based queries and dynamic facet mapping, allowing users to refine results using attributes not explicitly listed in product titles (e.g., "mid-century modern" furniture styles).
  3. Competitive advantages include real-time inventory synchronization via blockchain-verified API connections, reducing the risk of overselling, and a proprietary relevance scoring system that prioritizes products based on user behavior patterns and sustainability metrics.

Frequently Asked Questions (FAQ)

  1. How does Agora differ from Amazon or Google Shopping? Agora does not operate as a marketplace but indexes existing stores, enabling direct purchases from merchants without intermediary fees. Unlike Google Shopping, it provides AI-curated attribute filtering and cross-store checkout.
  2. How accurate are the AI search results? The system achieves 92% query intent accuracy through transformer-based language models trained on 18 million e-commerce SKUs, with continuous feedback loops from user interactions.
  3. Can I track orders from multiple stores in one place? Yes, Agora’s dashboard aggregates order statuses, tracking numbers, and delivery timelines from all connected merchants, with SMS/email alerts for shipment milestones.
  4. Are all 30 million products available globally? Inventory visibility depends on regional shipping permissions set by merchants. Users can apply geolocation filters to display items deliverable to their address.
  5. How can merchants add their store to Agora? Stores can integrate via API or CSV upload, requiring product schema alignment with Agora’s standardization framework for attributes like materials, certifications, and size variants.

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