Ecommerce Live
Turning thirty scrapers and messy product data into a clean, searchable deals site
Sale items from more than thirty brands are collected every night and classified consistently by a three-stage pipeline.
Industries
Software and AI for online stores and retailers
Online stores live or die on speed, product data and customer service. We build stores and automation that handle the busy work, so you can focus on products and customers.
Common challenges
What slows this industry down
Running an online store means much more than a nice storefront. Product data must be complete and consistent across hundreds or thousands of items. Customers ask where their order is, whether a size fits and how returns work. Competitors change prices daily. Orders, stock and payments must stay in sync across the store, marketplaces and the warehouse.
Platforms such as Shopify and WooCommerce cover the basics well. The gains come from what sits around them: clean product data, fast pages, integrations that remove manual work and support that answers quickly. That is where custom development and AI earn their place.
We build and improve stores, write integrations between your store and other systems, and add AI where it saves time. That includes support assistants that know your catalog and policies, tools that clean and enrich product data, and monitors that track competitor prices. You approve anything that reaches customers.
Messy product data
Titles, attributes and descriptions are inconsistent, which hurts search and conversion.
Repeat support questions
Order status, sizing and returns questions fill the support inbox every day.
Price changes
Competitor prices change often, and checking them by hand is slow and patchy.
Stock and orders in sync
Stock and orders move between the store, marketplaces and the warehouse, and errors cause oversells.
Slow pages
Heavy themes and apps slow the store down, which costs sales and search visibility.
What we build
What we build for this industry
The services online retailers ask us for most often.
Ecommerce websites
Online stores with clean product catalogs, simple checkout and the integrations that keep orders moving.
AI chatbots
Website and messaging chatbots that answer common questions well and hand everything else to a person.
Payment integration
Stripe, PayPal and local gateways wired into your site or app, with receipts, refunds and reconciliation.
API integration
Make two systems share data reliably, with retries, logging and alerts when something goes wrong.
Solutions that fit
Problems we solve here most often
AI support agent
An assistant that answers routine questions from your own content, checks orders and hands anything else to a person.
Price monitoring
Collect competitor prices automatically, match them to your products and alert you when something changes.
Forecasting dashboards
Forecast demand from your sales history and seasonality, and flag items to reorder before they run out.
AI-assisted content workflows
Briefs, first drafts, edits and repurposing in a workflow where people set the angle and approve every word.
Case studies
Work in this industry
In practice
What it looks like in practice
An illustrative walk-through, not a client story.
An online store sells outdoor gear across two thousand products. A product data tool reads supplier sheets, fills missing attributes, standardizes titles and drafts descriptions in the store's tone. A merchandiser reviews the drafts in batches and publishes the ones that are right.
A support assistant on the store answers questions about sizing, shipping and returns from the catalog and the policy pages. For order status, it looks up the order through the store API after the customer confirms their email. Requests for refunds or damaged items go to the support team with the order attached. Each morning, a price report shows where key products are priced above or below the main competitors.
None of this replaces the people who choose products, set prices and look after loyal customers. It removes the copying, checking and repeat answers that fill their day, and it gives them better information for the decisions that matter. The store owner sees the effect in faster replies, cleaner listings and fewer stock errors, and can measure each change against sales.
Where to start
Where most ecommerce teams start
Stores with many products often start with product content generation and data cleanup, because better data helps search, filters and conversion at once. Stores with a busy inbox start with AI customer support.
Next steps include price monitoring, demand forecasting and integrations between the store, marketplaces and warehouse. If the store itself is slow or dated, we start with ecommerce development. We agree on a clear measure for each step, such as reply time or conversion rate, before we build it.
Models and tools
MCP servers and AI models that matter here
These connect AI to the tools this industry already uses. We pick per project and test on real data first.
- Shopify DevShopify's Dev MCP server helps developers build for Shopify: it searches Shopify docs and API schemas and validates GraphQL, components and themes.
- StripeStripe's official MCP server lets AI search and read Stripe data, make changes with confirmation for sensitive actions, run analytics and search docs.
- WooCommerceWooCommerce's official MCP support, in preview, exposes store abilities for products and orders through the WordPress MCP Adapter.
- GPT-6 LunaOpenAI's most efficient model for focused, high-volume tasks, with vision, tool calling and structured outputs at the lowest price level in the family.
- Claude Haiku 4.5Anthropic's fastest and lowest-cost Claude model, with near-frontier intelligence for high-volume and real-time work.
Keep exploring
More for ecommerce
Related services
View all related services- Ecommerce websites Online stores with clean product catalogs, simple checkout and the integrations that keep orders moving.
- AI chatbots Website and messaging chatbots that answer common questions well and hand everything else to a person.
- Payment integration Stripe, PayPal and local gateways wired into your site or app, with receipts, refunds and reconciliation.
- API integration Make two systems share data reliably, with retries, logging and alerts when something goes wrong.
- AI-Powered Web Development Business websites, customer portals, dashboards and web applications that load fast, rank well and are easy to change.
- Automation and Integrations CRM, payment and API integrations, MCP connections and workflows that stop people copying data by hand.
Solutions
View all solutions- AI support agent An assistant that answers routine questions from your own content, checks orders and hands anything else to a person.
- Price monitoring Collect competitor prices automatically, match them to your products and alert you when something changes.
- Forecasting dashboards Forecast demand from your sales history and seasonality, and flag items to reorder before they run out.
- AI-assisted content workflows Briefs, first drafts, edits and repurposing in a workflow where people set the angle and approve every word.
- AI translation workflows Translate websites, products and support content quickly with AI, a shared glossary and native-speaker review where it matters.
- AI automation and integrations Connect the tools you already use so data moves once, correctly, and AI reads the parts that arrive as text or documents.
Industries
View all industries- Vacation rentals Booking websites, owner and guest portals, turnover scheduling and guest messaging for rental operators.
- Home services Booking, dispatch, quotes, invoicing and reviews for plumbers, electricians, cleaners and other home service businesses.
- Retail Stock forecasting, sales dashboards, feedback analysis and store tools for retailers with shops and online sales.
- Hospitality and travel Booking sites, guest messaging, review analysis and multilingual content for hotels, tour operators and travel businesses.
- SaaS and startups MVPs, subscription billing, AI features, multi-tenant platforms and scaling support for founders and product teams.
- Education and elearning Course platforms, student portals, content workflows and AI tutoring assistants for schools and training companies.
Guides and articles
View all guides and articles- What can AI do for a small business? Practical AI uses for small businesses, from inboxes and documents to customer support, with costs and first steps.
- Website redesign checklist A step-by-step checklist for redesigning a website without losing search traffic, content or leads.
- SEO basics for new websites The technical and content basics every new website needs to be found in search, in the order to do them.
- WordPress vs a custom website How WordPress and custom-built websites compare on cost, speed, flexibility, security and upkeep.
- AI chatbot vs AI agent What separates a chatbot that answers from an agent that acts, and when you need each.
AI models
View all ai models- GPT-6 Luna OpenAI's most efficient model for focused, high-volume tasks, with vision, tool calling and structured outputs at the lowest price level in the family.
- Claude Haiku 4.5 Anthropic's fastest and lowest-cost Claude model, with near-frontier intelligence for high-volume and real-time work.
- General purpose All-round language models for writing, summarizing, support, extraction and most everyday business tasks.
- ElevenLabs Eleven v3 ElevenLabs text-to-speech: the expressive Eleven v3 in 70+ languages, a real-time conversational version, and the low-latency Flash models, with voice cloning.
- GPT-4o mini A compact, low-cost older OpenAI model for focused tasks, with vision, tool calling and structured outputs and a 128K token window.
- Claude Sonnet 5 Anthropic's balance of speed and intelligence: a strong everyday model for assistants, document work, tool calling and coding.
MCP servers
View all mcp servers- Shopify Dev Shopify's Dev MCP server helps developers build for Shopify: it searches Shopify docs and API schemas and validates GraphQL, components and themes.
- Stripe Stripe's official MCP server lets AI search and read Stripe data, make changes with confirmation for sensitive actions, run analytics and search docs.
- WooCommerce WooCommerce's official MCP support, in preview, exposes store abilities for products and orders through the WordPress MCP Adapter.
- BigCommerce BigCommerce's official Storefront MCP, in beta, lets AI shopping assistants browse the catalog, build carts and hand shoppers to checkout.
- Amazon Selling Partner API Amazon's SP-API MCP server helps sellers and developers explore the Selling Partner API, generate code and run API calls, with approval for writes.
- Ecommerce Servers that connect AI to online stores and marketplaces, for products, orders, customers and store content.
Glossary terms
View all glossary terms- Zero-shot classification Zero-shot classification is sorting text or images into categories an AI model was not specifically trained on, using only the category names or descriptions.
- SEO SEO, or search engine optimization, is the work of making a website easy for search engines to understand and useful enough to rank for the searches your customers make.
- Chatbot A chatbot is software that holds a conversation with people through text or voice, answering questions or completing simple tasks.
- Frontend The frontend is the part of a website or app that people see and use, including pages, forms, buttons and how they respond.
- Headless CMS A headless CMS is a content management system that stores and edits content but delivers it through an API, leaving the design to a separate frontend.
- Large language model A large language model, or LLM, is an AI model trained on vast amounts of text that can understand and generate language, and often images and code.
FAQ
Questions from ecommerce teams
Have a question that is not here? Ask us directly.
Yes. We build and extend stores on both, and custom stores when a platform does not fit. See ecommerce websites.
It can draft consistent descriptions and fill attributes from supplier data in your tone. We recommend reviewing drafts before publishing. See content generation.
Yes, for order status, shipping and returns policy, with refunds and complaints handed to your team. See AI chatbots.
Yes, for sites that allow it, with daily reports and alerts. See price monitoring.