Retail AI for live product catalogs

GreenSource AI

Help shoppers explain what they want in plain language, then match them to real inventory with controlled AI, deterministic ranking, and retailer-owned product data.

Try the demos See how it works

Catalog-backed results API keys stay server-side Built for embedded retail sites

Product guidance that stays tied to the store's menu.

GreenSource AI turns a shopper's request into structured preferences, filters those preferences against the live catalog, and ranks products with transparent reasons.

Understands natural requests

Customers can ask for product type, budget, dietary needs, local brands, strength, format, and shopping intent without filling out a long form.

Ranks known inventory

The model extracts preferences, but the code chooses from approved catalog data. That keeps recommendations grounded in what the retailer actually carries.

Improves sales conversations

The widget gives shoppers a clear starting point and gives teams feedback on what customers wanted, what matched, and what was missing.

Built with practical guardrails from day one.

The demo stack already includes password access, age confirmation for cannabis tenants, rate limits, daily usage caps, legal links, and private review collection.

Server-side AI usage

OpenAI keys remain in Render environment variables and never ship to browser JavaScript.

Tenant-specific controls

Each retailer can have its own branding, allowed origins, catalog, age-gate setting, and monthly usage budget.

Clear customer copy

Product explanations use catalog facts and avoid medical, diagnosis, treatment, or guaranteed-result claims.

Try GreenSource AI in two retail settings.

The same engine can power a regulated dispensary experience or a public wellness catalog by changing the tenant configuration and inventory.

Dispensary Demo

A realistic cannabis retail site with age confirmation, product stats, accessories, review collection, and embedded AI recommendations.

Open dispensary demo

Wellness Demo

A public-friendly catalog for protein, supplements, candles, teas, snacks, and accessories using the same recommendation pipeline.

Open wellness demo

Designed to attach to real retailer websites.

The website owner adds the embed script, GreenSource AI reads the approved tenant catalog, and the retailer keeps control over branding, access, inventory, and reporting.

Connect

Add the embed script to the retailer's website and approve the domain in tenant settings.

Sync

Feed inventory through a catalog file, POS export, or future API integration.

Recommend

Use AI for preference extraction while the local ranker selects products from known inventory.

Learn

Review helpfulness signals, missed demand, demo testimonials, and store-level reports.

Ready for your first retailer conversations.

Use GreenSourceAI.com as the front door, then send prospects into the demo that best fits the conversation. The site can evolve as you collect reviews, beta testers, and retailer introductions.

Primary CTA: hello@greensourceai.com
Live Demo Paths: /embed-demo and /pg-demo
Company Domain: GreenSourceAI.com