10+
Years Of E-commerce Experience
Purpose
About MarketsLeaders
I help organizations unlock the full potential of AI by preparing the one thing it depends on most: clean, structured, and customer-friendly data — along with the people and processes that make it sustainable.
From standardizing product titles, features and specs to fixing filters and mapping compatibility, I turn messy ecommerce data into clear, natural language that AI assistants can understand — and that customers instantly relate to. But my work doesn’t stop at data. I also help you build an AI-ready workforce, align your processes, and foster a culture that understands why trusted, human-sounding data is critical for reliable AI.
What sets me apart? I use a proprietary AI audit tool to benchmark your data quality and structure against the leaders in ecommerce — giving you a unique view into where you stand and how to raise the bar fast.
The result? A business that’s truly AI-ready — with better data, smarter assistants, and teams that know how to make both work.
SERVICES
Services Provided
BASIC PACKAGE
📦 Basic Package (3 Months)
Build the Foundation: Clean Data, Clear Direction
This quick-start package is designed to give you a working foundation for AI — not just in data, but in people, processes, and mindset. We focus on a core product category, clean the customer-facing data, and restructure it in a way that feels natural and relevant to shoppers — so it can fuel AI assistants, search tools, or future automation.
We’ll also assess your team’s current readiness, identify process gaps, and help you start building a culture that understands why high-quality, customer-aligned data is essential to AI success.
You’ll get:
- A full audit using my proprietary ecommerce AI benchmarking tool
- Cleaned and enriched data for one high-priority product category
- Structured specs, compatibility tagging, and filter cleanup
- Assistant-ready formatting (titles, attributes, language tone)
- A workforce + process readiness assessment
- A roadmap for scaling AI-readiness across your business
Perfect for: Clients who want to start smart, validate fast, and build a long-term foundation without overcommitting.
PLUS PACKAGE
📦 Plus Package (6 Months)
Scale Smarter: Multi-Category Data, AI-Aware Teams, and Structured Processes
This package helps you go beyond a pilot and bring structure, consistency, and scalability to your AI-ready data. We expand cleanup across multiple product categories, unify filters and specs, and enrich your product content to match how customers actually search — making it ready for AI assistants, smart search, or compatibility tools.
You’ll also get hands-on coaching to help your internal teams build lasting habits, own their data quality, and adopt simple governance practices to keep improvements going.
You’ll get:
- Cleaned + enriched data across multiple categories
- Unified filter logic and product attributes
- Compatibility tagging (e.g., chargers, bundles)
- Customer-aligned formatting for AI interaction
- Team coaching + handover workflows
- Starter governance to sustain quality
- Roadmap for scaling assistants and data structure
Perfect for: Retailers ready to scale fast, structure smart, and embed better data habits.
PREMIUM PACKAGE
📦 Premium Package (12 Months)
Full Transformation: AI-Ready Data, Scalable Systems, and Enterprise Alignment
This package is designed for retailers ready to scale AI across their business. Over 12 months, we clean and enrich your full product catalog, unify filters, tag compatibility across categories, and format everything in customer-aligned language built for AI assistants, smart search, or personalization tools.
Beyond data, we work with your teams to build long-term governance, and embed scalable workflows that keep data clean — even as your business grows. You’ll walk away with a fully AI-ready foundation, aligned teams, and the structure to expand into voice, in-store, or internal AI apps.
You’ll get:
- Full-site product data cleanup across all categories
- Unified filter structure + spec enrichment
- Intelligent compatibility mapping
- Assistant-ready formatting in customer tone
- Cross-functional team training
- Governance framework
- Strategic roadmap for scaling AI across the business
Perfect for: Retailers ready to turn AI into a long-term capability — not just a feature.
LIGHT PACKAGE
📦 Light Package (Audit Only – 4 Weeks)
Clarity First: Know Where You Stand, Fast
This entry-level package is designed for retailers who want a fast, objective view of how AI-ready their ecommerce data really is. Using my proprietary benchmarking tool, I audit your product listings, filters, specs, and structure — then compare it to leading ecommerce sites.
You’ll get a clear scorecard, a visual heatmap of problem areas, and a prioritized list of fixes to focus on — giving you a confident foundation for any future AI, search, or content improvement work.
You’ll get:
- Full ecommerce data audit using my AI benchmarking tool
- Comparison vs. industry leaders
- Heatmap of key issues (titles, filters, specs, gaps)
- Actionable insights and priority recommendations
- Optional add-on: 1-hour findings walkthrough
Perfect for: Teams exploring AI or planning cleanup — but unsure where to start.
OUR PORTFOLIO
The pillars
PROGRESS
Companies Analysed
I have analysed and compared the data and processes for more than 30 marketplace companies from all around the world, including Europe, USA, Asia and Australia. Please contact me to find out more.
30+
COMPANIES
6
ONGOING PROJECTS
5
BRANDS PREVIOUSLY WORKED FOR
10+
YEARS OF EXPERIENCE
BLOG
Latest Posts
-
Understanding Operational Excellence in eCommerce: A Prelude to Success Stories
Read more: Understanding Operational Excellence in eCommerce: A Prelude to Success StoriesThe eCommerce market has experienced transformative growth over the past…