Connectors

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Mailchimp

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Reconcile Mailchimp campaign revenue with BigCommerce orders
Report
Cross-Connector

Check Mailchimp campaign revenue against BigCommerce orders

For finance teams who want a campaign's attributed revenue compared with real store orders, just by asking their AI assistant.

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Reconcile Mailchimp campaign revenue with BigCommerce orders
Reconcile the revenue Mailchimp credits to the Autumn Sale campaign against BigCommerce orders for the same customers.
Mailchimp credits 12,480.00 USD, BigCommerce shows 11,930.00 USD, a gap of 550.00. Both are in USD. - Refunds in BigCommerce: 310.00 across 2 orders - Unpaid orders: 1, totalling 120.00 - Disagree by over 1 percent: Contoso Ltd, Fabrikam Supply - No store order: 1 customer, matched by billing email only Want the per-customer breakdown?
Mailchimp
Sample figures. Your results come from your own account.
mailchimp-get-report
mailchimp-get-order
bigcommerce-get-order

On this page

The problem

The problem

The prompt

Who it's for

How it works

Tools used

Connector

Mailchimp

Mailchimp
Run it on your own Mailchimp data.

Connect Mailchimp, pick your AI tool and paste the prompt.

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The problem

Campaign revenue that never matches the store

The revenue Mailchimp credits to a campaign rarely agrees with what BigCommerce recorded. Checking means searching the store for each attributed customer's orders, refunds and unpaid amounts, and nobody does that order by order.

Without PopdockAI

  • List the customers Mailchimp credits to the campaign
  • Search BigCommerce for each one's orders
  • Subtract refunds and note unpaid orders
  • Work out which customers explain the gap

With PopdockAI

  • Campaign revenue and attributed orders are read
  • Up to 25 customers are checked by billing email
  • Orders, refunds and unpaid amounts are summed
  • Differing currencies are refused and nothing changes

The prompt

Use this prompt

Copy it into any AI tool connected to PopdockAI. Swap the values in braces for your own.

Prompt
**Objective:** Reconcile the revenue Mailchimp attributes to the campaign `{campaign-id}` against what BigCommerce shows for those customers, for orders placed from `{date-from}` (default: the campaign send date).

**Step 1: Get the campaign result from Mailchimp**

Call `mailchimp-get-report` (mailchimp server) with `campaign-id` set to `{campaign-id}`. Keep `campaign-title`, `send-date`, `emails-sent`, `unique-opens`, `clicks-total` and `total-revenue`. If nothing matches, stop and say the campaign was not found.

**Step 2: Get the orders Mailchimp attributes to it**

Call `mailchimp-get-order` (mailchimp server) with `outreach-name.contains` set to the campaign title. Keep each `customer-email-address`, `order-total` and `currency-code`. Sum `order-total` and count the distinct customers.

**Step 3: Check each customer in BigCommerce**

For each distinct email (at most 25), call `bigcommerce-get-order` (bigcommerce server) with `billing-email` set to the email and `date-created.from` set to `{date-from}` or the send date. Sum `total-including-tax` and `refunded-amount`, and note orders with a `payment-status` that is not paid.

**Step 4: Report**

Show the Mailchimp figures (`total-revenue`, attributed order total), the BigCommerce figures (order total, refunds, unpaid) and the difference. List the customers where the two disagree by more than 1 percent, and customers Mailchimp credits that have no BigCommerce order.

**Rules & Guidelines:**

* `mailchimp-*` tools run on the mailchimp server and `bigcommerce-*` tools on the bigcommerce server. Both servers must be connected.
* Match on email address; BigCommerce `billing-email` may differ from the customer account email, so say when a match was by billing email only.
* This prompt is read-only. Never call any `bigcommerce-*-add`, `-update` or `-delete` tool, and never call any `mailchimp-*-add`, `-update`, `-start`, `-pause` or `-replicate` tool.

**Validation:**

* If the two currencies differ (`currency-code` against `currency-code`), report both and do not compare totals.
* If more than 25 customers are attributed, say only the first 25 were checked.

Who it's for

One answer, three teams that use it

Finance analysts

Check claimed revenue against the store

See both totals, the difference and the customers who disagree by more than 1 percent.

Reconcile Mailchimp revenue for the Holiday Sale campaign with BigCommerce orders.

Ecommerce managers

Find credited customers with no order

Customers Mailchimp credits with no store order are listed, pointing to attribution or sync issues.

Which customers does Mailchimp credit to campaign 8d1f42 who have no BigCommerce order?

Marketing analysts

Report campaign revenue you can defend

Refunds and unpaid orders are taken into account before revenue goes in a report.

How far off is Mailchimp's revenue for our Spring Launch campaign from BigCommerce orders net of refunds?

How it works

What PopdockAI does when you ask

You give the campaign id and optionally a start date, and your AI assistant checks the attributed customers in BigCommerce. It only reads, and states the 25 customer limit.

01

Ask

You give the campaign id and optionally a start date.

Your AI tool

02

Read

It reads the Mailchimp campaign result and the orders credited to it.

mailchimp-get-report
mailchimp-get-order

03

Check

It looks up up to 25 of those customers in BigCommerce and sums orders and refunds.

bigcommerce-get-order

04

Report

You get both totals, the difference and the customers that disagree.

Your AI tool

What PopdockAI provides

The tools behind the answer

Ready made tools for Mailchimp and one secure connection to your AI tool. No code, no exports.

get-data

mailchimp-get-report

Returns performance reports for sent Mailchimp campaigns: opens, clicks, bounces, unsubscribes, abuse reports and e-commerce revenue.
get-data

mailchimp-get-order

Returns e-commerce orders from the stores connected to Mailchimp, with the customer, order total and the campaign or automation the order is attributed to.
get-data

bigcommerce-get-order

Returns orders from BigCommerce, with filters for the fields that matter on this list. Read-only; needs a BigCommerce connection.
Read only.Nothing in Mailchimp Changes

This report is built from Get data tools only. PopdockAI applies the row, field and parameter rules your admin sets, and every query is written to the audit trail.

How Popdock AI secures your data

The outcome

See the revenue gap and who explains it

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Related use cases

More ways to put this data to work

All Ramp use cases

One prompt template with infinite possibilities.

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