E-commerce, Odoo and AI insights
Articles, guides and experience feedback on our areas of expertise.
Price Monitoring: Keeping an Eye on Your Competitors Without Getting Blocked
What actually breaks a price-monitoring pipeline, how to build one that lasts, and where the line runs between legitimate monitoring and abusive collection.
Odoo 19: What's Really Changing for Retail and E-Commerce
Beyond the announcements, the changes that genuinely affect a retail operation: point of sale, stock synchronization, online store — and when the upgrade is worth it.
AI-Powered Catalog Enhancement: From 8,000 Sloppy Listings to 8,000 Saleable Listings
The most profitable AI use case in e-commerce, step by step: deduplication, mapping, attribute and description generation, quality control — and the question of what data reaches the model.
GEO: How to Get Cited by ChatGPT, Perplexity, and AI Overviews
SEO is no longer only about ranking, it is about being cited. The techniques that work, the ones that do not, and how to measure your AI visibility.
DPP, REACH, RoHS: Product compliance can no longer be left to chance in 2026
The digital product passport will be rolled out in waves by industry starting in 2027. Here’s what you need to start collecting now—and why it all comes down to the product repository.
PIM: Why Product Data Is Becoming the Number One Asset in the Age of AI Agents
Agents don't look at your photos; they read your attributes. How to measure the quality of your product database and determine when a PIM becomes necessary.
Pixee Commerce: An E-Commerce Platform Built for the Agentic Era
Why we built a platform that ships MCP and the agentic protocols by default rather than as add-ons — and what that changes in practice.
Making Your Store Readable by AI Agents: The Technical Checklist
Product feed, structured data, real-time stock and pricing, crawler access, machine-readable checkout: the points to check one by one to exist in agentic commerce.
ACP, UCP, AP2: Which Agentic Commerce Protocol Should You Adopt?
Three standards, three scopes, and a lot of confusion. A comprehensive comparison to help you understand what each one covers and which one to enable based on your platform.
Agentic Commerce: When ChatGPT Makes Purchases on Behalf of Your Customer
An AI agent compares, chooses and pays without ever seeing your site. What it changes for merchants, where the market actually stands, and where preference is now won.
Vibe Coding vs. No-Code: What We Ship to Production, What We Refuse to Ship
No-code and AI-assisted development save a considerable amount of time—up to a point. Where is the line, and how can you avoid paying the price later?
MCP (Model Context Protocol): Connecting AI to Your Real-World Systems
What MCP really is, the problems it solves, how to design a custom MCP server on top of an ERP system or catalog, and the security pitfalls to be aware of.
Autonomous AI Agents: Why 88% of Pilots Never Make It to Production
The 2026 figures on the industrialization of AI agents, and especially the six technical causes of failure we encounter in the field—along with solutions.
AI Automation: Where to Start If You're Not a Big Tech Company
How to choose the first process to automate with AI, the five use cases that pay off quickly, and those that are best left alone.
Pixee Scraper: R&D for a B2B/B2C multi-scraper platform in 2026
Scraping 19 e-commerce sites (suppliers + competitors) with a common framework: the real technical challenges of an ongoing internal R&D project.
Centralizing 14 marketplaces in a single PIM: feedback from Pixee PIM
Amazon, Shopify, PrestaShop, Mirakl, Google Merchant... How a modern PIM replaces 14 back-offices and frees up your catalog teams.
Automated multi-marketplace repricing: how it really works
Algorithms, business rules, recalculation rates: the fundamentals of a repricing engine that preserves your margins instead of squeezing them.
Connecting Odoo to PrestaShop or Shopify: architecture of a reliable connector
Bi-directional product, stock and order synchronization between Odoo and your store: patterns that really work in production.
Why choose Odoo: the open-source ERP that makes the difference
Discover the benefits of Odoo, the modular ERP that unifies management, e-commerce and CRM for ambitious SMEs and mid-sized companies.
React Server Components: a practical guide for 2026
React Server Components are a game-changer for modern web applications. Find out how to adopt them effectively in your projects.
Design System: building a consistent UI on a large scale
A well thought-out design system accelerates development and guarantees a consistent user experience across all your digital products.
PrestaShop migration: the complete guide without downtime
Proven methodology for migrating your PrestaShop store without losing data or traffic.
CI/CD with GitHub Actions: zero-downtime pipeline
Set up a robust CI/CD pipeline with GitHub Actions for continuous deployment without service interruption.
Shopify vs PrestaShop: which e-commerce CMS to choose in 2025?
Detailed comparison to help you choose the e-commerce platform best suited to your project.
Why we choose open-source for every project
Open-source isn't just a question of cost. It's a strategic choice that impacts the quality, durability and independence of your projects.
Core Web Vitals: optimizing your site's performance
Core Web Vitals are an essential Google ranking factor. Here are concrete techniques for achieving optimal scores.
Agentic AI: revolutionizing e-commerce in 2025
How autonomous AI agents are transforming the shopping experience and the management of online stores.
Odoo for retail: essential modules and optimizations
The essential Odoo modules and our tips for maximizing the performance of your retail ERP.
Intelligent web scraping: AI for data extraction
How artificial intelligence is making web scraping more robust, adaptive and ethical.