1. Retrieval & Citation Ecosystem Profile
- Dispersed multi-source synthesis: Top ten domains account for under one-quarter of citations, drawing broadly across trade publications, docs, and research guides.
- Cross-source contradiction detection: Conflicting numbers across old PR releases and current product pages prompt hedged or skeptical summaries.
- Preference for structured buyer guides: Comprehensive evaluation rubrics, explicit formulas, and transparent disclosures frequently anchor Kimi's comparison tables.
2. Representative High-Intent Buyer Prompts
- Compare three to five vendors capable of supporting cross-border compliance in both China and Europe.
- Summarize the main technical approaches in this field, comparing scale fit and limitations.
- Draft a vendor due-diligence checklist and evaluation matrix for our procurement team.
3. Enterprise GEO Action Checklist
- Publish high-density Buyer Guides and Methodology pages with explicit evaluation tables
- Audit public web assets to eliminate conflicting legacy numbers
- Maintain aligned English and Chinese documentation for cross-border teams
- Track multi-criteria vendor shortlist prompts in Wenjian over 90-day windows