Managed agent · Shopify

Your store moves all week. Now something is watching it.

One managed agent works from your synced Shopify data. Each week it watches the store, proposes the highest-impact actions, and waits for your approval before changing anything. Recover abandoned checkouts, sharpen listings, and take on more over time.

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E-commerce Analyst APP 8:30 AM

This week: 6 abandoned checkouts worth $1,840, and 2 paid orders unfulfilled for 4+ days. Proposed actions:

  • 1–6 · single-use 10% code, expires in 7 days
  • 7–8 · flag to fulfillment with a follow-up note

Reply with what to approve. Nothing runs until you do.

You 8:47 AM

approve 1–4

E-commerce Analyst APP 8:51 AM

Done. 4 discount codes created, one outreach note drafted per checkout, ready to send. Skipped 5–8 as unapproved.

One agent that keeps your store moving.

It works from your synced store data and answers what you ask. When it acts, it proposes a numbered plan and waits, so nothing changes without your approval. A couple of the things it does today:

Order operations

Checkout recovery · order watch

Scans the week's abandoned checkouts and stalled orders, then proposes a recovery plan worth acting on.

  • Finds abandoned checkouts from the last 7 days, skipping empty or low-value carts.
  • Flags paid orders stuck unfulfilled or pending, grouped by what's blocking them.
  • Proposes conservative recovery discounts: typically 10–15%, single-use, expiring within a week.
  • Creates approved codes and publishes a ready-to-send outreach note per checkout.

Merchandising

Catalog review · listing edits

Reviews your catalog against recent sales, then proposes the listing edits most likely to lift conversion.

  • Finds listings that are thin, inconsistent, or weaker than the products they're selling.
  • Straightens inconsistent tags into one clean taxonomy across similar products.
  • Proposes at most 10 edits per run, ranked by sales impact, each with the numbers behind it.
  • Applies only the edits you approve, re-checking each listing first and skipping any that changed since the proposal.

Built on your live store.

Every proposal cites the cart values, order counts, and product performance behind it, so you can check each recommendation before you approve it.

  • shopify_orders
  • shopify_checkouts
  • shopify_products

Selling with Stripe subscriptions too? Meet the Revenue Analyst.

Hired in three steps.

01

Hire

Pick the E-commerce Analyst from the gallery. It arrives ready: no build step, no prompt engineering.

02

Connect Shopify

One connection. Levain keeps your store synced, so the agent always works from current data.

03

Approve in Slack

Schedule it, post its plans to Slack, and reply in the thread; it goes straight back to the agent.

Your store changes when you say so.

The agent runs one loop for every change: propose, wait, execute exactly what was approved. It's how it earns write access to a live store.

01

A numbered plan

Every proposal is a numbered list with the id, the amount or edit, and a one-line rationale grounded in your sales numbers.

02

Approve in plain language

Reply approve all or approve 1 and 3. Anything ambiguous or unmentioned stays unapproved.

03

A full report back

One line per entry: created, updated, or skipped, with the reason when skipped. Every run is logged step by step.

What the plans answer.

Every proposal is a query against your synced store data, not a recollection.

  • Which abandoned carts are worth recovering?
  • Which paid orders need attention first?
  • Which listings deserve rewriting this week?
  • Which products are outperforming their descriptions?
  • Which catalog inconsistencies should we fix next?
  • approve all

Every agent runs on the Levain platform, inside the guardrails you set.
See how the platform works.

Next week's priorities, ready for your approval.

Hire the E-commerce Analyst, connect Shopify, and let it bring you the next set of actions worth taking.

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