RecipeChatGPT Ads
Report ChatGPT Ads campaign performance
Read ChatGPT Ads spend, delivery and attributed conversions while preserving native measurement settings and missing data.
IntentRead native campaign results with explicit dates, currency, timezone, attribution and report completeness.
- 3
- Steps
- 3
- Tools
- 2
- Rules
- 2
- Failure modes
When to use it
Use it when
- The user wants campaign results for a selected ChatGPT Ads account.
Do not use it when
- Treating an empty report as proof of zero spend or delivery.
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.
Read the selected account and retain its currency and timezone.
List the campaigns in scope and follow pagination before claiming complete coverage.
Request performance at the intended level with explicit local dates, attribution and metrics. Preserve incomplete extraction markers.
Decision rules
The observable condition, what it lets you conclude, and what takes the conclusion back.
When
A report has no rows or the extraction is incomplete
Conclude
State the actual coverage; do not invent zero performance or present partial rows as account totals.
When
Comparing periods or platforms
Conclude
Keep dates, timezone, currency and attribution explicit, and do not add overlapping conversion totals.
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.
- Reporting spend is already in major account currency units. Do not divide it by a million as if it were a write budget.
- CTR and conversion rates are native fractions. Convert to a displayed percentage once.
What the answer contains
- 01Readout
- The figures, with windows and accounts named.
- 02Flags
- What deserves a deeper skill or a human decision.