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Read pin-level analytics with creative context

Pin analytics joined to creative assets, the unit-level truth of the platform.

IntentWhich pins carry the account, organic and paid sides both.

2
Steps
2
Tools
1
Rules
1
Failure modes

When to use it

Use it when

  • Creative reviews.
  • Choosing what to promote.

Do not use it when

  • No specific contraindication beyond the preconditions below.

What it needs first

Preconditions

  • The account is ticked in the dashboard, confirmed via list_accounts.

Inputs

window
Analysis window.Default: last 30 days.

Procedure

In order. Every tool named is one the gateway ships, and links to its reference.

  1. Pull pin analytics for the scope.

  2. Join creative assets so findings name images.

Decision rules

The observable condition, what it lets you conclude, and what takes the conclusion back.

  • When

    Organic pins outperform their promoted twins

    Conclude

    The promotion targeting, not the creative, is the suspect: compare audiences before blaming the pin.

Evidence every conclusion must carry

  • Every figure carries its account, metric and window.
  • Anything below a readable sample size is reported as unjudged, not as zero.

Where the agent stops

  • The readout changes nothing. Any change it motivates goes through Safe Writes: preview, human confirmation, then apply.

How it goes wrong quietly

The cases where the analysis is wrong and still looks right. Read them before trusting a number.

  • Pin metrics mix lifetime and windowed reads depending on the call: label which.

What the answer contains

01Readout
The figures, with windows and accounts named.
02Flags
What deserves a deeper skill or a human decision.