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Case Studies

Real workflows across the three modes — from a free Reddit gap audit to AI Overview citations.

From Reddit content gaps to AI Overview citations in 6 weeks

GEO / AEO · B2B SaaS · Series A

From Reddit content gaps to AI Overview citations in 6 weeks

A B2B SaaS team used the free Reddit gap audit to find unanswered buyer questions, shipped content in Content Mode, then tracked their rise in ChatGPT and Google AI Overviews with GEO / AEO Mode.

Closing a 200-keyword gap against two incumbents

SEO Mode · Ecommerce · DTC

Closing a 200-keyword gap against two incumbents

A DTC brand used SEO Mode to map the exact keywords two incumbents ranked for, prioritized by winnable difficulty, and rebuilt their content roadmap around the gaps.