Brand & Sentiment
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How It Works
How Brand Analysis Works
Submit your brand and competitors
Tell AI Lab your brand name, your category, and up to three competitors. Takes two minutes.
We run structured queries across models
Standardized query set across multiple models — brand sentiment, category association, competitive mention frequency, and GEO (generative engine optimization) visibility.
Review results by model
See how each model describes your brand, scores your sentiment, and positions you against competitors. Results are browsable by model and by query type.
Snapshots saved to your workspace
Every result is snapshotted and attached to your AI Lab workspace. Browse them anytime, share them with your team, or export them via Presentation Mode.
Want Expert Analysis?
We’ll run this for you, interpret the results, and provide strategic recommendations. Two review calls included. Your workspace stays accessible so you can learn from our process.
See Managed Service →Get Started
Find out what AI says about your brand.
Get expert analysis with strategic recommendations, or run it yourself in AI Lab.