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ROI of Advertising Placements

Placement → cost and return for each channel

A confirmed advertising placement request passes through a channel, an attribution window, and lands in a read-only report

In short

Placement costs are often recorded after publication, and the link, channel, and attribution period differ between the manager's message and sales.

Outcome

The bot validates the placement request, creates an unambiguous campaign, and read-only links confirmed costs to sales within the agreed attribution window.

How the automation runs

Trigger

An authorized manager sent the channel, agreed amount, date, and placement link

Automation steps

  1. Checks sender's role and mandatory fields without guessing
  2. Normalizes the channel and shows a campaign preview with a unique tag
  3. Records confirmed placement idempotently in a separate register
  4. Links sales to the campaign by fixed rules and attribution window
  5. Shows cost, revenue, and ROI range with a separate queue for uncertainty

Human check

The manager confirms the entry, and the owner approves costs and attribution rules; the bot does not transfer money or buy advertising.

Outcome

The bot validates the placement request, creates an unambiguous campaign, and read-only links confirmed costs to sales within the agreed attribution window.

Automation diagram

The overall logic is public
Input
TriggerAn authorized manager sent the channel, agreed amount, date, and placement link
System
Step 1Checks sender's role and mandatory fields without guessing
System
Step 2Normalizes the channel and shows a campaign preview with a unique tag
System
Step 3Records confirmed placement idempotently in a separate register
System
Step 4Links sales to the campaign by fixed rules and attribution window
System
Step 5Shows cost, revenue, and ROI range with a separate queue for uncertainty
Human
Human controlThe manager confirms the entry, and the owner approves costs and attribution rules; the bot does not transfer money or buy advertising.
Outcome
Observable outcomeThe bot validates the placement request, creates an unambiguous campaign, and read-only links confirmed costs to sales within the agreed attribution window.

Using it

When to use it

The team regularly buys placements and can record each agreement before or immediately after publication.

How to verify

The test entry has a unique tag and author, no duplicate is created, amounts match the register, and changing the attribution window justifiably changes the report.

Tools

telegrampostgrespythonutm registry

Recipe details

Time1–2 eveningsDifficulty3 of 5Steps5Prerequisites3
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