Shopify Website Reconciliation with EasyEcom

Reconciliation of Shopify website transactions with EasyEcom, payment gateway reports, COD remittance files, and bank statements is a recurring finance task for eCommerce teams. The challenge is rarely the lack of data. It is the time spent comparing multiple reports, handling different file formats, and tracking exceptions across orders, settlements, refunds, deductions, and remittances.

Cointab helps finance teams structure this workflow as a reusable reconciliation process. Users upload or automate the required reports, map the fields once, run reconciliation, and review matched, partially matched, unmatched, and skipped records in an audit-ready report.

Why Shopify and EasyEcom reconciliation matters

For Shopify-led businesses, the same transaction may appear across several systems:

• Shopify order data for the customer-facing sale
• EasyEcom order management data for operational tracking
• Payment gateway settlement data for prepaid collections
• COD remittance data for cash-on-delivery collections
• Bank statements for actual cash movement

When these reports are reviewed manually, finance teams often have to deal with:

• Orders that exist in Shopify but not in EasyEcom
• Settlements that do not match the order value
• Gateway fees, taxes, refunds, or deductions that change the net amount
• COD remittances that arrive later than expected
• Bank entries that are present on one side but missing on the other

A structured reconciliation workflow helps teams see what matched, what did not, and what needs follow-up.

Typical records used in the workflow

Cointab can reconcile any two sides of data, but Shopify and EasyEcom workflows commonly use the following reports:

Side A: your records

These are the records your business expects to be correct.

• Shopify order report
• EasyEcom order report
• Sales report
• Internal order summary
• SKU master or product master
• Tax or fee mapping files

Side B: external records

These are the reports received from outside systems or partners.

• Payment gateway settlement report
• Payment gateway fee or rate card
• COD remittance report from courier or delivery partner
• Bank statement
• Return or cancellation report
• Settlement or payout report

The exact reports depend on how your eCommerce operation is set up, but the objective stays the same: compare the business record with the external record and identify differences clearly.

How Cointab handles Shopify website reconciliation with EasyEcom

Cointab follows a transparent reconciliation flow that finance teams can reuse for monthly, weekly, or daily runs.

1. Upload or receive the required files

Users can upload CSV, XLS, or XLSX files manually. For recurring workflows, the same reports can also be received through email, SFTP, or API-based automation.

2. Map the fields once

For each main report, users map key fields such as:

• Order date
• Transaction date
• Amount
• Order ID
• Transaction ID
• Settlement ID
• Reference number
• Bank UTR
• AWB number

If a report does not match the configured format, the system can reject it with a clear error so the issue is visible early.

3. Enrich the data where needed

Supporting data can be added to help prepare the main reports before reconciliation. Common examples include:

• SKU master
• Product mapping
• Fee rate card
• Tax mapping file
• Delivery partner reference file
• Return or cancellation data

This is useful when the reconciliation depends on lookups, merges, or calculations before matching begins.

4. Create derived columns when the raw data needs cleanup

Finance teams often need a clean identifier or a net amount before matching. Cointab supports derived columns, including AI-assisted formula creation, so users can build calculated fields without writing formulas manually.

Examples include:

• Clean Order ID
• Normalized Transaction ID
• Net Amount after fees
• Delivered Payment Amount
• Refund Amount as negative
• Combined reference field

5. Run structured matching

Cointab’s reconciliation engine matches data using structured logic such as:

• One-to-one matching
• One-to-many matching
• Many-to-one matching
• Many-to-many matching
• Net-to-net matching
• Partial matching
• Contra matching

This is useful when the Shopify order value, EasyEcom record, gateway settlement, or COD remittance does not appear in exactly the same shape across systems.

6. Review open items with AI support

After structured matching is complete, AI helps analyze remaining open transactions where a deterministic rule is not enough. This is especially useful for:

• Slightly different references
• Missing or partial identifiers
• Exception transactions
• Complex grouping cases
• Unclear settlement differences

If the evidence is weak, the transaction stays unmatched so the review remains audit-friendly.

What the reconciliation report shows

Once the run is complete, finance teams can review the results in a report dashboard.

Fully matched

These are records where the identifiers and amounts align according to the configured logic.

Partially matched

These are records that are likely related, but the amounts do not fully agree. This is useful for identifying short payments, overpayments, deductions, refunds, or fee differences.

Unmatched

These are records present on one side but not found on the other side. For example, an order may exist in Shopify but not in EasyEcom, or a settlement may exist in the bank statement but not in the gateway report.

Skipped

These are rows that were not included in reconciliation because they were incomplete, invalid, duplicated, or excluded by rule.

The report can be filtered and downloaded as an Excel file for internal review, exception follow-up, or audit support.

Common reconciliation checks in this use case

Shopify and EasyEcom workflows often include multiple checks in the same setup:

• Shopify vs EasyEcom order reconciliation
• EasyEcom vs payment gateway settlement reconciliation
• Payment gateway fee and rate card verification
• Payment gateway vs bank statement reconciliation
• EasyEcom vs COD remittance reconciliation
• COD remittance vs bank statement reconciliation

This gives finance teams a full view of the order-to-cash process instead of checking each report in isolation.

Why this workflow is reusable

One of the main benefits of Cointab is reuse. Once the Shopify and EasyEcom reconciliation is configured, teams do not need to rebuild it every period.

For future runs, they can simply:

• Select the reconciliation
• Select the period
• Upload or receive the required files
• Run reconciliation
• Review the report

That makes the process more consistent across months and reduces the chance of manual setup errors.

Team review and operational control

Cointab supports shared team workspaces, which helps finance teams work from one reconciliation history instead of moving spreadsheets around by email. Multiple users can review the same workflow, check past runs, and trace who performed each reconciliation.

This is useful for:

• Finance operations teams
• Accounts receivable teams
• Reconciliation analysts
• Audit and compliance teams
• eCommerce finance teams managing multiple reports

When manual match is useful

Not every exception should be forced into an automated match. Cointab includes a manual match option for cases where the business context is clear but the system cannot confidently match the records.

Manual matching is useful when:

• A partner report is incomplete
• A reference number is missing
• A one-off settlement needs review
• AI and rule-based matching cannot reach a strong conclusion

Manual matches remain visible in the workflow so the review trail stays clear.

Reconciliation output for downstream finance work

After review, Cointab can also push reconciliation output to other systems through email, SFTP, or API. That makes it easier to keep internal finance, reporting, or analytics systems updated with the latest reconciliation status.

This is especially helpful when the finance team needs a consistent output for:

• Exception follow-up
• Partner communication
• Month-end close
• Internal reporting
• Audit preparation

FAQ

What data do I need for Shopify website reconciliation with EasyEcom?

At a minimum, finance teams usually need the main order reports from Shopify and EasyEcom. Depending on the workflow, payment gateway settlements, COD remittance files, bank statements, and supporting mapping files may also be needed.

Can this workflow handle payment gateway and COD reconciliation too?

Yes. The same reconciliation setup can be extended to compare Shopify and EasyEcom data with payment gateway settlements, COD remittances, and bank statements, depending on how the business wants to structure the workflow.

What happens if a file is missing?

If a required file is missed, it can be uploaded later under the same reconciliation and the report can be refreshed. This helps when partner files arrive late.

Can recurring reconciliation be automated?

Yes. After a reconciliation is configured, data can be received through email, SFTP, or API, and runs can be scheduled so the workflow does not rely on manual uploads every time.

Does the report show unmatched and skipped records?

Yes. Cointab separates fully matched, partially matched, unmatched, and skipped records so finance teams can focus on exceptions and understand what was excluded or unresolved.