New Material Technology Company
After establishing a comprehensive authority content framework, the brand's mention frequency in AI conversations grew from an average of 8 times per month to 40 times, achieving multi-fold growth.
Customer Background
This company is a technology leader in China's new materials sector, holding over 30 invention patents. However, due to the industry's high specialization and technical barriers, AI platforms show low confidence in its content. As a result, the company is rarely cited in relevant technical Q&A sessions, preventing its professional advantages from being effectively communicated through AI channels.
Facing challenges
The new materials sector is highly specialized, and AI platforms exhibit low trust in brand content.
Solution
Build a professional knowledge graph, create high-authority technical content, and enhance AI credibility.
Effect Data Comparison
Key metric changes before and after optimization
Optimize timeline
From diagnosis to delivery of results
Organize the knowledge framework in the new materials field and identify 80+ technical professional keywords.
Build a brand knowledge graph and publish the first 15 authoritative technical white papers.
AI platforms now incorporate brand content; citation count increased by 80% quarter-over-quarter.
Brand citation rate ranks in the top 5 of the industry for technical Q&A scenarios.
Knowledge graph coverage reached 60%, with multi-platform citation data continuing to grow.
Monthly average citations surpassed 35, with AI channels now generating a steady stream of leads.
Citations reached 40 per month, a 5-fold increase from pre-optimization, with an adoption score of 9.1.
More cases
A smart manufacturing enterprise
Through systematic GEO optimization, the enterprise's citation rate in industry-related Q&A on major AI platforms increased significantly, from an average of 15 times per month to 57, substantially boosting brand visibility.
Industrial AutomationA leading industrial automation brand
Systematically optimized for target keywords to secure top 3 rankings across multiple AI platforms' product recommendation feeds, significantly enhancing the brand's professional image.
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