AI for Ecommerce Analytics: Ask Your Store Data Anything

The problem: six dashboards, six different answers

Most growing brands run on a stack of tools that each tell part of the story. Shopify shows orders. Meta and Google each claim the same sale. Klaviyo reports its own revenue. Your analytics shows sessions that never quite match. So every question turns into an export, a spreadsheet and a debate about whose number is right.

By the time someone has an answer, the moment to act has often passed.

One home for all of your store data

We bring the data from every tool you use into one place that belongs to you: orders, customers, products, ad spend, email and SMS, on-site behavior, reviews, support and fulfillment. Every source is cleaned and matched, so a customer is the same customer everywhere and a sale is counted once.

This is your own first-party data. It becomes more valuable every month, and it stays with your business when tools, agencies or team members change.

Ask your own AI, in plain English

We then connect that data to the AI assistant your team already uses, like Claude or ChatGPT, through MCP, the open standard that lets AI assistants work with business tools. There is no new dashboard to learn. You simply ask:

• Why did conversion drop yesterday?
• How many customers from our last launch came back for a second order?
• Which email flows bring in the most repeat revenue?
• What do first-time buyers choose, and what do they buy next?

The answer comes from your real numbers, not from industry benchmarks or a model's best guess.

The goal is not more data. It is faster, better decisions from the data you already own.

Presets: the questions that matter, answered the same way every time

Plain-English questions are powerful, but the numbers you run your business on should never depend on how a question was phrased. That is why every setup comes with presets: ready-made analyses and agreed definitions built around your business, such as:

• Launch and promotion recaps
• New versus returning customers, and acquisition cost measured by the second purchase, not the first
• Channel and campaign results without double counting
• Dormant customers who are ready for a win-back
• Daily health checks that flag anything unusual

Revenue, conversion and customer value mean the same thing for the founder, the marketing lead and every agency partner. And when data is incomplete, the answer says so, instead of filling the gap with a confident guess.

What this changes for store owners

Built and run by the team behind your store

This is not a plugin you install and forget. 21phi works as an embedded team for Shopify Plus brands: we build the storefront, run analytics, email and SMS, and test what we learn. The AI layer sits on top of that work, so we know exactly where your data comes from and what it means.

Every week we review the numbers with you, turn the answers into clear hypotheses and test them one change at a time. You get the structure. You keep the final call.