As an AI startup focused on AI agent products, the client faced a common early-stage challenge: limited SEO foundation and low market awareness at launch.
The objective was to leverage ChatGPT-based search optimization to position the product as a top recommendation in AI-generated results—without relying on traditional SEO—thereby capturing high-intent, organic traffic at scale.
Customer acquisition costs for AI software tools continue to rise, while traditional paid channels deliver diminishing returns.
Analysis revealed that the target audience is increasingly concentrated within AI-driven search environments. However, the market remains highly fragmented, and there is a lack of reliable GEO partners capable of enabling scalable growth.
This creates a critical gap between product capability and discoverability in AI-native user journeys.
Focused on articulating the product’s core technological advantages, particularly its proprietary DeepResearch engine.
The solution was positioned as a “super-intelligent assistant suite” capable of generating diverse outputs—including documents, spreadsheets, presentations, websites, and podcasts—while delivering up to 10× deeper traceable information retrieval.
This structured narrative enabled AI systems to better understand and prioritize the product in relevant queries.
A proof-of-concept (POC) framework was established to define and validate measurable success metrics, including:
This provided a data-backed foundation for scaling growth beyond initial optimization.
Following implementation, the product achieved breakout growth across key performance indicators:
Client feedback highlighted a critical insight:
AI-driven search traffic represents the exact aggregation point of their target users. However, in a fragmented and rapidly evolving market, identifying a reliable and compliant GEO partner remains a major challenge.
VM’s solution enabled the company to achieve scalable growth at a significantly lower cost, supported by an efficient and highly professional end-to-end delivery model.
