Read the sampled observation and the category assessment separately
SharkBlade's verified tracked experiences include ChatGPT, Gemini, Google AI Mode and Google AI Overview. Platform-specific observations should not be presented as coverage of every AI product.
SharkBlade’s AI Visibility category should be interpreted through its supported KPI definitions and current evidence. An observed mention or citation is not an estimate of all AI conversations, and a category score is not a guaranteed recommendation rate.
A worked example
A hypothetical category improves after more supported observations include a relevant mention. Before explaining it as market-wide growth, inspect whether the question set, period or collection coverage changed.
How to apply it
- Check the category rubric and evidence availability.
- Review the actual question scope and the distinction between mentions and citations.
- Assign work to factual clarity, useful coverage or a verified technical gap.
What the result can establish
Keep proprietary providers and collection methods private while describing the limits honestly. The category and Intelligence views should agree for the same assessment. Broader conclusions need broader evidence than a single favorable answer.
Reference: Google: AI features and websites.
Supporting documentation
Google: AI features and websitesNIST: AI Risk Management FrameworkGoogle: AI features and your website