Articles related to Case Breakdown

Your brand has been ranked in the top three AI recommendations, but the number of consultations per month has not improved. Question is not ranked.One link in the client's journey from "seeing you" to "deciding to find you" is broken. People who use AI to find suppliers will not just ask "which company is good", and whoever ranks first will place an order. He will go through four steps - cognition, comparison, verification, experience, and each step will eliminate a batch of brands.You are in the top three, but the customer may have moved away from home as early as the second step. Based on the real search and ranking results, this article breaks down the complete decision-making path of users, clarifies where customers are lost, how Geo should be laid out, and solves the problem of "top ranking and no consultation" from the root cause.

AI search has replaced traditional search and become the core channel for foreign trade purchasers to find factories. This article explains the manufacturing-specific GEO (Generative Engine Optimization) solution in detail. Through a six-step implementation system, it helps manufacturing enterprises solve pain points such as brand invisibility, zero exposure and no recommendation on AI platforms. It transforms factories' technical strength and product qualifications into AI-recognizable and quotable content assets, obtains natural AI inquiries at low cost, and seizes the new generation of foreign trade customer acquisition track.

AI search traffic continues to surge in 2026, yet numerous education and training institutions remain invisible on Doubao, DeepSeek, Kimi and other AI platforms. This article analyzes three core reasons why training brands fail to gain AI recommendations. It elaborates New Galaxy AI’s 3-dimensional diagnosis system and 4-step actionable GEO plan, covering official website upgrading, cross-platform information unification, scenario-oriented content planning and long-term monitoring. It provides a 3–6 month implementation roadmap to help K12, vocational certificate, quality education, overseas study training and other institutions get shortlisted in AI recommendations and seize AI-native traffic.