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ARTICLE · Apr 10, 2026
Case Study: Premium B2B SaaS — 7x Qualified Demo Volume from AI Search
Enterprise workflow platform displaced two category incumbents inside ChatGPT and Perplexity recommendations, driving 7x qualified demos in one quarter.
Competitive Search Gap Analysis — identified 127 decision queries where competitors were cited and we were not.
Answer Asset Engineering — built 34 comparison pages, use-case pages, and vertical buyer guides. Each structured for maximum extractability (H2 question format, direct answer blocks, schema markup).
Entity Reinforcement — third-party review platforms, analyst mentions, vertical publications.
Executive Authority Layer — founder thought leadership engineered to surface in who are the leading voices in queries.
Conversion Routing — AI-surfaced visitors routed to vertical-specific ROI calculators and 15-minute executive briefings.
Displaced one of two category incumbents in ChatGPT for 41 of 127 target queries
7x qualified demo volume from AI-referred traffic
+€3.8M pipeline in Q1 from AI-surfaced accounts
3 competitive displacements — prospects switched vendor choice mid-cycle after LLM-surfaced comparison content
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