AI Lab · Brand & Sentiment

What Does AI
Say About
Your Brand?

Every major AI model has an opinion about your company — and your customers are asking them. Run your brand through multiple AI models simultaneously — or let us run it and provide expert analysis. See exactly how you're described, how you compare to competitors, and where your visibility gaps are.

Brand & Sentiment

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How It Works

How Brand Analysis Works

01

Submit your brand and competitors

Tell AI Lab your brand name, your category, and up to three competitors. Takes two minutes.

02

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.

03

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.

04

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.