NOVI VS. PROFOUND · COMPARISON

Prompt Tracking
vs.
AI  Intelligence

Profound is built for teams that want to track and improve how their brand shows up across the prompts, answers, and citations that matter most.

Novi is built for ecommerce brands and retailers that want to understand why AI recommends certain products, then optimize each product everywhere AI looks.

SEE NOVI IN ACTION

WHY NOVI?

AI Decision Intelligence, Optimization, & Distribution

Brand visibility doesn’t mean more product recommendations. With Novi, understand what drives AI recommendations, then change what matters.

See How Novi and Profound Compare

Al Intelligence
Recommendation Strategy
Optimization Coverage
Ecommerce Distribution
Performance
Novi
Category Intelligence reveals why AI recommends your products
Prioritized actions to earn more product recommendations
Optimizes product data, PDPs, content & trusted sources
Pushes optimized product data through retailer & channel feeds
Connects product recommendations to traffic, conversion & revenue
Measures brand visbility across selected prompts
Identified brand visibility and content opportunities
Optimizes content and sources influencing brand visibility
Supports owned content and feed optimization
Measures brand visibility, citations & referrals

Testimonials and Proof Points

Why Commerce Teams Choose Novi

What stood out most was how clearly Novi connected structured product data, trust signals, and verification to real AI visibility and recommendations.

Lisa Curtis,
Founder & CEO
Kuli Kuli Foods
Kuli Kuli Foods

We’ve always aimed to stay ahead of the curve — bringing household consumables to ecommerce early and pioneering biobased cleaning for over 30 years. Partnering with Novi is a natural next step, helping ensure Dropps is represented clearly and accurately in AI-driven shopping experiences.

Dropps
Kuli Kuli Foods

Common Questions About Novi vs Profound

What’s the biggest difference between Novi and Profound?

Profound and Novi approach AI search from different angles. Profound focuses on tracking brand visibility and performance across AI responses, while Novi focuses on understanding how AI evaluates individual products, what influences product selection and ranking, and how brands can improve those outcomes across product data, content, and distribution.

How does Novi’s Category Intelligence compare to Profound’s prompt analytics?

Novi measures product-level recommendation performance and helps brands understand why specific products are or are not being selected. Its Category Intelligence identifies the attributes, signals, and competitive context influencing recommendations, then translates those insights into prioritized actions across the digital footprint.

Which platform gives more actionable recommendations for improving AI performance?

Novi is designed to move from insight to implementation. It provides prioritized, product-level optimizations that tell teams what to change, where to change it, and why it matters for improving AI recommendations.

Can Novi and Profound be used together?

Yes. Brands that already use visibility or prompt-tracking tools can use Novi alongside them to add deeper product-level intelligence around selection, ranking, category performance, optimization, and distribution.

Let's get your products recommended
in AI conversations every time.

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