Prepyr

Reconcile affiliate clicks, conversions, and commission payouts

Measure affiliate contribution from approved conversions and net commission after reversals, using the network's attribution and payout rules explicitly. Start with the what one row represents and definitions, calculate only from eligible records, and check the result against the source before using it.

The decision hiding in the data

Click reports, advertiser conversions, network statements, and bank deposits arrive at different grains and times. Cookie windows, last-click rules, refunds, thresholds, and foreign currency delay apparent performance.

Choose the depth of analysis the decision deserves

ApproachWhat it answersWhat remains at risk
Quick spreadsheet totalA narrow descriptive questionDefinitions, duplicate rows, timing, and exceptions may be hidden
Reviewed analysisThe stated decision with reconciled evidenceHuman judgment is still required for policy and action
Ongoing monitored workflowThe same decision across new periodsunexpected column changes and changed business rules still need review

From the field · Affiliate manager

Measure affiliate contribution from approved conversions and net commission after reversals, using the network's attribution and payout rules explicitly.

Click reports, advertiser conversions, network statements, and bank deposits arrive at different grains and times. Cookie windows, last-click rules, refunds, thresholds, and foreign currency delay apparent performance.

Columns used in the example

network · campaign_id · tracking_id · click_date · conversion_id · conversion_date · commission · reversal · currency · payout_id · paid_date

Follow it with your own file

  1. Map tracking identifiers and preserve each network's attribution definition.
  2. Link conversions, reversals, approved commission, statement periods, and cash payouts.
  3. Convert currency at the approved accounting date and calculate pending, approved, reversed, and paid balances.
  4. Compare campaigns using net commission, conversion quality, payout timing, and confidence in attribution.

Check: Approved minus reversed commission must reconcile to network statements, and statements must reconcile to cash subject to documented timing and fees.

Doing these steps in Prepyr

Prepyr accepts CSV files only. Export the worksheet or table you need as a UTF-8 CSV first; workbook formulas, formatting, macros, charts, and other sheets will not be included. Describe the result you need: Reconcile affiliate conversions commissions and payouts. Check the columns selected, preview any proposed changes, and compare the output with the source before applying or exporting it.

Prepyr steps used here: CSV Diff · Reviewable Changes · Statistical Profiling · PDF Export

Frame the decision before calculating

Measure affiliate contribution from approved conversions and net commission after reversals, using the network's attribution and payout rules explicitly.

The exception that can reverse the conclusion

A missing conversion may be tracking loss, attribution policy, rejection, or timing; do not label it underpayment without source evidence.

Build the result step by step

  1. Define the decision: Map tracking identifiers and preserve each network's attribution definition.
  2. Prepare the evidence: Link conversions, reversals, approved commission, statement periods, and cash payouts.
  3. Calculate the result: Convert currency at the approved accounting date and calculate pending, approved, reversed, and paid balances.
  4. Review the exceptions: Compare campaigns using net commission, conversion quality, payout timing, and confidence in attribution.

Before touching the file

  • Measure affiliate contribution from approved conversions and net commission after reversals, using the network's attribution and payout rules explicitly.
  • Approved minus reversed commission must reconcile to network statements, and statements must reconcile to cash subject to documented timing and fees.
  • A missing conversion may be tracking loss, attribution policy, rejection, or timing; do not label it underpayment without source evidence.

Where to look for exceptions

  • The source files do not share one documented what one row represents or cutoff.
  • The decision owner cannot trace the headline result to eligible source records.
  • A missing conversion may be tracking loss, attribution policy, rejection, or timing; do not label it underpayment without source evidence.

Before the result leaves your desk

  • what one row represents and eligible population documented
  • Dates, units, currencies, and identifiers validated
  • Approved minus reversed commission must reconcile to network statements, and statements must reconcile to cash subject to documented timing and fees.
  • Exceptions retained for human review
  • Published result links back to its evidence
A decision-ready result for “Reconcile affiliate conversions commissions and payouts,” with its assumptions, exceptions, and source totals still visible.

Questions readers usually ask next

Can this affiliate manager analysis be done in Excel?

Yes for a small, stable file. Keep the source unchanged, document formulas and exclusions, and check outputs against the source.

What should not be automated?

Do not automate the final policy or business judgment. A missing conversion may be tracking loss, attribution policy, rejection, or timing; do not label it underpayment without source evidence.