Prepare the analysis
Review the brand attributes before starting a snapshot. These attributes define the intended positioning used for alignment analysis. Keep them specific and verifiable. The run uses credits per provider. See Providers & Credits for the current cost.History and status
The history table records each snapshot and its state, including pending, generating, analyzing, completed, or failed. Open a completed snapshot to inspect its detail. Do not compare two snapshots without checking their providers, attributes, and time period. A configuration change can affect the result independently of provider output.Snapshot detail
The detail view can include:- sentiment and alignment scores;
- an Overview across providers and tabs for individual providers;
- areas where provider descriptions converge or diverge;
- themes and brand-attribute alignment;
- a SWOT-style summary;
- the prompts, answers, and sources used in the snapshot.
Review workflow
- Confirm the brand attributes and provider set.
- Review the aggregate view for recurring themes.
- Switch to provider tabs to locate disagreement.
- Open the source answers for context.
- Record any attribute or provider change before the next comparison.

