Instant Product Advisor

For shop owners at independent boutiques and specialty stores, turn product labels and images into instant customer answers and checkout capability. Address the problem: customers leave because they cannot get quick answers about fit or materials. The value hypothesis is a self-service sales agent that operates on existing devices without app installation; the pilot must establish whether this reduces staff workload and increases conversion rates.

Upload product images, scan labels to extract data, review extracted data, generate a customer URL, answer customer questions, process checkout requests, and hand over the item. Start with product images and finish with a completed sale.

How the AI works

Use vision models to identify products from camera feeds and language models to answer questions using the shop's own data. Validate product attributes against the database. A shop owner reviews the extracted data before it is used to ensure accuracy.

Safeguards

Limit the number of products per subscription tier, restrict access to the admin panel, and ensure the AI does not hallucinate product details not in the database

What to build first

The first cut: one shop owner, one product category, the scanner module and the basic Q&A module, manual review of extracted data

What it can connect to

Shopify for online store data, payment gateways for checkout

The screens in detail

Use a camera viewfinder for scanning items, a chat interface for answering questions, and a payment link generator for checkout. The first view is the inventory scanner, followed by the customer query interface and checkout agent.