Use Cases

Built for every team

See how marketing teams, SEO professionals, brand managers, and agencies use Refine to track and improve their visibility across ChatGPT, Perplexity, Gemini and more.

Case studies

Feb 14, 2026
How Katia increased AI search mentions by 40%
How Katia went from near-zero AI visibility to a steady stream of inbound leads — and added five figures in MRR within months.
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By team or role

Each role gets its own playbook — challenges, solutions, and outcomes specific to how they work.

For Marketing Teams

AI Search Analytics for Marketing Teams

Empower your marketing team with AI search visibility insights to optimize brand presence and campaign performance.

For SEO Professionals

AI Search Optimization for SEO Professionals

Extend your SEO expertise to AI search engines and stay ahead of the algorithm changes.

For Brand Managers

AI Brand Monitoring for Brand Managers

Protect and enhance your brand reputation across AI platforms with comprehensive monitoring.

For Marketing Agencies

AI Analytics for Marketing Agencies

Offer cutting-edge AI search analytics services to your clients and differentiate your agency.

For Enterprise

Enterprise AI Search Analytics

Enterprise-grade AI visibility tracking with advanced security, compliance, and integration capabilities.

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