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Flagship projectAI Products

MerchantAI.io

AI product, SaaS workflow and business automation

AI website assistant and business knowledge product.

Overview

I built MerchantAI to help businesses turn their existing website content into a useful AI assistant for customers, prospects and teams.

Key product & technical decisions

01

Designed the product around practical customer support and knowledge-access use cases rather than generic AI novelty.

02

Built the website-source workflow around real content ingestion, crawl configuration and setup-flow consistency.

03

Kept workspace and membership behaviour scoped so multi-user business access can be managed safely.

04

Separated product identity from the operating company, keeping MerchantAI as a distinct product with its own brand and roadmap.

05

Treated AI as a product system that needs setup, permissions, source quality, admin controls and deployment discipline.

Design highlights

A calm, conversation-first assistant UI that keeps the focus on answers rather than AI novelty.

Clear source-management screens that make crawling, ingestion and content quality visible and controllable.

Workspace and membership surfaces designed so multi-user business access feels safe and obvious.

A consistent admin and setup system that turns a complex AI product into a guided, step-by-step experience.

Proof points & outcomes

MerchantAI.io is a direct portfolio project and a flagship AI product signal.

This portfolio gives the product proper visibility as a flagship AI build.

The work demonstrates AI product thinking, SaaS workflow design and business-facing automation.

What it demonstrates

AI product strategy, content ingestion, SaaS architecture, workspace permissions, admin systems, deployment judgement and commercially grounded product execution.

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