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

October 1, 2026
Kerasmile: From 0 to 1 in AI Answers by Working One Angle
A month after launching its new site built by Forgeone, Kerasmile is cited by AI assistants on keratin, the one angle we worked on. A case study on why a new site should win one angle before going after its whole category.
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August 19, 2026
How Corma made AI search a third of its inbound
Six months of generative engine optimisation with Refine grew Corma’s total inbound volume by over 50%, and turned answers written by ChatGPT, Gemini and Perplexity into a channel that now produces one inbound lead in three.
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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 Founders

AI Search Visibility for Founders

Refine handles GEO end to end for founders, so you stay on what only you can do. You already run the company, the product and the sales calls.

For Marketing Teams

AI Search Analytics for Marketing Teams

Refine gives marketing teams AI search visibility insights to improve brand presence and campaign performance.

For SEO Professionals

AI Search Optimization for SEO Professionals

Refine extends your SEO expertise to AI search engines, so you stay ahead of the algorithm changes.

For Brand Managers

AI Brand Monitoring for Brand Managers

Refine monitors your brand across AI platforms to protect and improve its reputation.

For Marketing Agencies

AI Analytics for Marketing Agencies

Refine lets agencies offer AI search analytics to their clients and stand out.

For Enterprise

Enterprise AI Search Analytics

Refine offers enterprise-grade AI visibility tracking with advanced security, compliance and integrations.

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