Mavrin Labs connects the parts of an online store so that orders, stock counts and customer records move without anyone re-keying them, and so that buyers who ordered once hear from the store again. Mavrin Labs builds that on the platform you already sell on, and you agree the result the team will measure before the work starts.
Why does running a store by hand take so many hours?
Running a store by hand takes hours because its parts each hold their own copy of the same facts. The storefront knows about an order, the stock sheet does not, the accounting file needs the identical figures again, and the customer sits in a fourth place. Someone keeps all four in step, order by order, most days of the week.
- Stock corrections
- Counts drift apart after a busy weekend, so somebody reconciles them channel by channel.
- Duplicate entry
- Somebody retypes order details into the accounting file that the storefront already holds.
- Restock follow-up
- Finding which earlier buyers wanted the product that has just arrived back in stock.
- Weekly numbers
- Assembling a spreadsheet by hand to answer which products and customers actually repeat.
Where does repeat order revenue come from?
Repeat order revenue comes from the buyers already on the list, the people who ordered once and would order again if the store reached them at a sensible moment. Reaching them by hand means reading through orders, spotting who is due, and writing to each one individually, which is why it disappears first in a demanding week.
A connected store performs that reading automatically. It knows what someone bought, how long ago, and whether the item runs out. It can send the follow-up that suits that one buyer, hold back from anyone who heard from the store yesterday, and report afterwards on which products bring people back.
You approve the wording and the sending limits once, and the system observes them from then on.
What gets built for online sellers
A project usually joins two or three of these. The team chooses them for the hours they give back and the orders they bring in, and each one is built on the systems you already pay for.
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A storefront that is built to sell
The store itself comes first: fast pages, a catalogue that is easy to keep current, and a checkout that works on a phone. Mavrin Labs builds it so that your own staff can add a product or change a page without calling anyone. The websites and e-commerce service covers this work in full.
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Product and checkout pages that answer buyers
A buyer who cannot find the size, the delivery terms or the returns rule leaves. Product and checkout pages carry the answers in the places where people look for them, with fewer steps between the basket and the confirmation. The team measures how far buyers get before and after, so the change appears in orders rather than in opinions.
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Order and stock handling that runs itself
An order should update stock, the accounting record and the dispatch list without a person opening four screens. Mavrin Labs connects those systems and sets the rules for the awkward cases, such as an item that sells out in two places at once. See systems integration for how the links are made, and AI automation for the follow-up messages that ride on them.
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Repeat purchase and customer reporting
Decisions depend on information somebody can actually examine. Reporting pulls your orders and customers into a short weekly view: which products repeat, which buyers come back, which orders needed a human correction. The data and reporting service builds it from live data, so nobody assembles that spreadsheet manually again.
An illustrative scenario
What follows is an illustration written for this page. It describes no actual client, and it contains no figures. Picture a small homeware seller that takes orders on its own site and on one marketplace as well.
- How the week runs today
- The owner exports orders each evening, adjusts stock in two places, types the totals into the accounting file, and emails a few regulars whenever something arrives.
- How it runs after a build
- The order lands and stock drops in both places, the accounting record is waiting in the morning, and a buyer whose refillable item is due hears from the store without anyone remembering.
How is a result agreed before the build?
A result is agreed before the build by writing down where the store stands today. The team times the order, stock and reporting work as it runs now and records how many orders arrive from returning buyers. You then agree a target, the method of measurement and the date you will both examine it.
- The baseline, timed and written down before anybody builds anything.
- The target, expressed in hours back or in repeat orders.
- How the measurement happens, and who performs it.
- The date you review the outcome together, whatever it shows.
No figure appears on this page, because your store's own starting point is the only honest baseline. The measurable results method sets out each part of that agreement and what happens at the review.
How you can judge this work
Three facts about this work are open to checking before you commit yourself to anything at all.
- The same Mavrin Labs team stays with the project from the first conversation through to the review.
- The build runs in five named steps, Assess, Design, Build, Launch and Support, which the process page sets out in order.
- The review happens against the baseline you agreed, on the date you agreed.
The steps themselves are described on the process page, and how engagements work explains how scope and the investment are settled before any of them begins.
Where Mavrin Labs works
Based in Sarasota, Florida (Sarasota County), meeting clients in person in Sarasota and Manatee counties and working with clients anywhere.
Store work is designed and operated remotely, so the seller's own location rarely matters. Meetings happen face to face when that genuinely helps, within the two counties named above, and by video for everybody else. The areas we serve page lists where in-person work happens.
Related reading
If the first question is whether your store is ready for any of this, the AI automation readiness guide is the place to start. Sellers who also run appointments or site visits may find the service businesses page closer to their week, and the industries hub lists the rest.
Frequently asked questions
Do I have to move my store to a different platform?
You do not have to move your store to a different platform. Mavrin Labs starts from the store you already run and connects the systems around it, because a move takes weeks of work and risks the orders that pay the bills. Mavrin Labs will say plainly if a platform cannot do what a workflow needs, and then you decide what happens next.
Can stock counts stay in step across more than one sales channel?
Stock counts can stay in step across more than one sales channel when each channel reads and writes the same source. The team picks one system as the record of truth for stock, then builds the links that update it after every sale and push the new count back out. Where a channel allows no live link, it sets a schedule and a rule for what wins when two counts disagree.
How are repeat customers followed up without annoying them?
Repeat customers are followed up on their own behaviour rather than on a calendar everyone receives. A message goes out because someone bought a product that runs out, or left items behind, or has not ordered for a while. You set how often one person may hear from the store, you approve the wording once, and anyone who opts out stops receiving messages.
What reports does an online seller get?
An online seller gets the handful of reports that answer where the money comes from: which products repeat, which customers come back, and which orders needed a person to fix them. Mavrin Labs agrees the list with you, builds each report from current data, and sends it on the day you choose. Nothing has to be rebuilt by hand each week.
Who does the work on my store?
A Mavrin Labs team of thirteen people does the work on your store, and the same people stay with it from the first conversation through to the review. The people who map your orders and stock are the ones who write the workflows and test them against your own sales. You never explain your store twice to two different suppliers.
Does Mavrin Labs run advertising for online stores?
Mavrin Labs does not run advertising of any kind, for online stores or anyone else. The work here is the plumbing behind the store: orders, stock, customer records, follow-up and reporting. If you already work with someone on acquisition, the systems Mavrin Labs builds will feed them cleaner data, and the site itself carries no advertising tag.
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Which hours would you take back first?
Send Mavrin Labs one workflow that is costing you the most time, and the reply comes back by email from the people who would build the fix.
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