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Read organic content context behind paid performance

Organic enrichment joined to paid reads, for the accounts where the page's own content moves outcomes.

IntentWhat the brand's organic presence adds to or explains about paid results.

2
Steps
2
Tools
1
Rules
1
Failure modes

When to use it

Use it when

  • Creator-heavy or content-led brands.
  • When paid engagement moves with no media change.

Do not use it when

  • No specific contraindication beyond the preconditions below.

What it needs first

Required

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 organic content enrichment.

  2. Align organic spikes against paid movements.

Decision rules

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

  • When

    Paid engagement moved in step with an organic spike

    Conclude

    Attribute jointly, not to media skill: date both.

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.

  • Correlation across one spike proves nothing: require repetition before claiming the pattern.

What the answer contains

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