CREATIVE ANALYTICS · Workflow idea
For an advertiser authorized to review its own creative assets, organize visual, text, and speech observations in a searchable analysis sheet. Automated labels can miss context, expose identifiable people, or imply protected traits; a correlation with performance does not prove causation. Confirm rights and consent for media, avoid sensitive-attribute inference, retain source and time references, restrict campaign data, and require a marketer to verify any proposed conclusion.
01 / The starting point
Owned or licensed campaign assets, approved account access, and a defined analysis purpose
“Prepare descriptive creative annotations without inferring sensitive traits or claiming that an element caused performance.”
02 / The work
Organizes observed image, text, and video details from selected campaign creatives for later analysis.
Limit collection to sources and methods permitted for the documented purpose.
Record original references so a reviewer can check what the material supports.
Describe gaps, sample limits, and disagreement without presenting a tentative signal as fact.
Avoid unnecessary personal details, excessive quotation, or reuse beyond the source terms.
Have a researcher verify material claims and intended audience before sharing.
03 / The result
A source-linked annotation set with confidence, asset rights, and analyst review status.
Reviews & approvals · Example outcome
A source-linked annotation set with confidence, asset rights, and analyst review status.
Annotations may be inaccurate and do not establish why an ad succeeded. Check the asset, avoid sensitive inferences, and require human review before connecting observations to business decisions.
04 / Make it yours
A few choices shape the work around your team.
Record the question, allowed sources, scope, and retention period.
Preserve original links, dates, definitions, and uncertainty notes.
Restrict records and exclude personal information not needed for the task.
Require an accountable reviewer to approve conclusions and recipients.