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Case study / 01AI Ecommerce Platform

Turning ecommerce contentinto an AI-powered workflow.

Optiora is an AI platform built to help ecommerce teams create, improve and manage high-performing marketplace content without relying on fragmented tools and manual creative workflows.

Client
Optiora
Industry
Ecommerce / AI
Year
2026
Role
Strategy · Design · Development
optiora.app
The Optiora workspace, generating marketplace product content
01Overview

Ecommerce teams don't needanother image generator.

Creating marketplace content involves research, competitor analysis, product positioning, image strategy, visual production, variations, A+ content and repeated revisions. Optiora brings those steps into one product.

Instead of treating AI as a single generation button, the platform was designed around the complete workflow of producing ecommerce content at scale.

  • OpenAI
  • Next.js
  • Laravel
  • MySQL
  • Cloud Infrastructure
02The challenge

From fragmented workflowto one product.

Marketplace teams often move between research tools, spreadsheets, AI tools, image editors, folders and manual review processes just to complete one product listing.

01

Too many disconnected tools

Research, prompts, imagery and files existed across separate workflows.

02

Creative production didn't scale

Producing multiple product images manually becomes expensive and slow across hundreds of SKUs.

03

AI lacked product context

Generic AI tools could generate content, but they didn't understand the full marketplace workflow.

04

Agency workflows needed volume

The product needed to work not only for one seller, but also for teams managing large catalogs.

03What we built

One workflow.From ASIN to final creative.

Darly designed Optiora around the actual steps ecommerce teams take when producing marketplace content — product input, competitor analysis, strategy, generation, A+ content, variations and export.

Start with the product, not the prompt

Users begin with an ASIN, marketplace and product information. Optiora analyses the product context and prepares the foundation for content generation.

Optiora product input and generation workspace

Product imagery designed around conversion

Optiora turns product strategy into marketplace-ready image concepts — secondary images, infographics and lifestyle creative — while preserving the product's core identity.

Project image
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From listing images to complete brand content

The same product context extends into A+ content, letting teams build richer marketplace experiences without restarting the creative process from zero.

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One concept, many products

Variation workflows create consistent visual content across multiple product versions while keeping each output organised around its product group.

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Generated content stays organised

Outputs are structured by product, marketplace and content type, so teams find generated, edited and A+ assets without managing folders by hand.

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04The result

What changedfor the business.

01

One workflow

Product research, content strategy and visual production are connected inside one system.

02

Built for repetition

The workflow is designed to be repeated across large product catalogs.

03

AI as infrastructure

AI is part of the workflow rather than a separate tool users need to manage.

05Darly's role

What Darly handled.

Strategy through production, in one team — no handoff between a design agency and a development company.

  • Product strategy
  • UX architecture
  • Interface design
  • AI workflows
  • Full-stack development
  • Generation system
  • Payments / credits
  • File management
  • Product iteration
In their words

The product required AI, complex workflows and a simple experience for the user. Darly brought the product design and development together and turned the concept into a platform we could actually launch.

OptioraAI Ecommerce Platform
Next step

Your next productshouldn't be limitedby your current tools.

Let's design and build what comes next.

hello@darly.agency