Reimagining Ecommerce Standards with AI

Reimagining Ecommerce Standards with AI

Reimagining Ecommerce Standards with AI

The Ecommerce Standards Company is an AI-native platform built to help merchants deliver best-in-class experiences.

The Ecommerce Standards Company is an AI-native platform built to help merchants deliver best-in-class experiences.

March 2026

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Info

Gallery

Header

Info

StanAI

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Hey, I'm Stan.

Hey, I'm Stan.

Ask me anything about ecommerce.

Ask me anything about ecommerce.

↳ How do I improve my PLP?

↳ How many categories should I show on homepage?

json

{

"@context":"https://schema.org",
"@type":"Product",
"name": "Kaysville Curved Back Wood Counter Height Barstool Black - Threshold designed with Studio McGee",
"sku": "TGT-KAY-BLK-001",
"name": "Threshold designed with Studio McGee"

}

{

"description": "Chic, sturdy frame with footrest",
"image": "https://target.com/kaysville-barstool-black.jpg",
"category": "Furniture > Kitchen & Dining Furniture > Bar Furniture",
"offers": {

"@type": "Offer",
"price": 104.00,
"priceCurrency": "USD",

"priceValidUntil": "2026-02-28",
"image": "https://target.com/kaysville-barstool-black.jpg",
"availability": "https://schema.org/LimitedAvailability",
"itemCondition":"https://schema.org/NewCondition",

"seller": {

"@type": "Organization",
"name": "Target"

}

json

{

"@context":"https://schema.org",
"@type":"Product",
"name": "Kaysville Curved Back Wood Counter Height Barstool Black - Threshold designed with Studio McGee",
"sku": "TGT-KAY-BLK-001",
"name": "Threshold designed with Studio McGee"

}

{

"description": "Chic, sturdy frame with footrest",
"image": "https://target.com/kaysville-barstool-black.jpg",
"category": "Furniture > Kitchen & Dining Furniture > Bar Furniture",
"offers": {

"@type": "Offer",
"price": 104.00,
"priceCurrency": "USD",

"priceValidUntil": "2026-02-28",
"image": "https://target.com/kaysville-barstool-black.jpg",
"availability": "https://schema.org/LimitedAvailability",
"itemCondition":"https://schema.org/NewCondition",

"seller": {

"@type": "Organization",
"name": "Target"

}

The Ecommerce Standards Company

Summary

Problem

Solution

Implementation

Considerations

Examples

Improving Product Range Visibility

Show product variety on your homepage so visitors see your full range

Desktop

Mobile

Summary

Users visiting an ecommerce site for the first time form immediate conclusions about what products are available based on what they see on the homepage.

When homepages fail to showcase the full breadth of inventory, potential customers frequently underestimate the catalog's scope and leave to shop elsewhere.

The Ecommerce Standards Company

Summary

Problem

Solution

Implementation

Considerations

Examples

Improving Product Range Visibility

Show product variety on your homepage so visitors see your full range

Desktop

Mobile

Summary

Users visiting an ecommerce site for the first time form immediate conclusions about what products are available based on what they see on the homepage.

When homepages fail to showcase the full breadth of inventory, potential customers frequently underestimate the catalog's scope and leave to shop elsewhere.

Overview

The Ecommerce Standards Company started with a simple idea: help merchants deliver best-in-class ecommerce experiences. I designed and built the platform from the ground up, starting with a collection of research-backed guidelines that has since grown into a suite of AI-powered features serving both sides of the modern storefront:

The human customer and the agentic customer.

Architecture

The platform is composed of five parts, each one handling a different job, from what users see to what happens behind the scenes.

Marketing site

Framer

Web app

Next.js app on Vercel

Auth middleware

Cloudfare worker

Auth middleware

Cloudfare worker

Backend database

Supabase

AI layer

OpenAI

Features

Research backed guidelines

I started with a foundation of research guidelines to bring clarity and consistency to ecommerce UX. They translate best practices into a practical, usable standard that teams can apply directly. Everything else on the platform builds on this layer.

The Ecommerce Standards Company

Summary

Problem

Solution

Implementation

Implement

Examples

Improving Product Range Visibility

Show product variety on your homepage so visitors see your full range

Desktop

Mobile

Summary

Users visiting an ecommerce site for the first time form immediate conclusions about what products are available based on what they see on the homepage.

When homepages fail to showcase the full breadth of inventory, potential customers frequently underestimate the catalog's scope and leave to shop elsewhere.

AI site scanner

I designed the scanner around the customer journey rather than running a generic audit. Merchants see issues organized by stage, from home page to cart, so they can prioritize fixes based on where customers actually drop off.

Agentic readiness scores

AI agents are already shopping on behalf of consumers, and most stores aren't built for that. The score evaluates how well a store's structured data supports agent discovery, comparison, and recommendations. I scoped it to structured data first because that's the layer agents depend on.

The Ecommerce Standards Company

json

{

"@context":"https://schema.org",
"@type":"Product",
"name": "Kaysville Curved Back Wood Counter Height Barstool Black - Threshold designed with Studio McGee",
"sku": "TGT-KAY-BLK-001",
"name": "Threshold designed with Studio McGee"

}

{

"description": "Chic, sturdy frame with footrest",
"image": "https://target.com/kaysville-barstool-black.jpg",
"category": "Furniture > Kitchen & Dining Furniture > Bar Furniture",
"offers": {

"@type": "Offer",
"price": 104.00,
"priceCurrency": "USD",

"priceValidUntil": "2026-02-28",
"image": "https://target.com/kaysville-barstool-black.jpg",
"availability": "https://schema.org/LimitedAvailability",
"itemCondition":"https://schema.org/NewCondition",

"seller": {

"@type": "Organization",
"name": "Target"

}

AI assistant (Stan)

Merchants need answers in context, so I trained an AI assistant I named Stan on ecommerce research so merchants can get specific guidance on everything from checkout flows to product page layout without leaving the platform.

Notes

Beyond the product itself, The Ecommerce Standards Company served as a proving ground for what’s possible with AI-native tools like Cursor and Claude Code. Spanning product strategy, visual design, and full-stack development, these tools allowed me to work fluidly across the entire stack and approach the system as a cohesive whole.

Models: Sonnet 4.5 and Opus 4.6

See it live here.

© 2026 Jaime Carrasco. All rights reserved.