Real-world GEO optimization results across industries
12 queries × 3 platforms blind spot monitoring. Data shows full brand awareness coverage, but competitor-comparison queries show single-platform blind spots. Official website sources account for only 10.1% of citations — massive opportunity.
Results: Citation share improved from 18% to 55% on "new energy light truck recommendation" query within 6 weeks.
20 content groups (A vs B) across automotive media platforms. B-version (GEO-optimized) content achieved 3.2x higher AI citation rate than A-version (original) content.
Key Finding: Answer-source page template increased citation probability by 47%.
Client brand recommendation rate dropped 35% in 3 days after Doubao algorithm update. Diagnosed within 24 hours: single-source triggered "single-source invalid" rule.
Response: Added vertical media + industry association + short video三层信源. Brand recommendation rate recovered and exceeded pre-update levels within 7 days.
Comprehensive GEO health diagnosis for top business school. Five-dimensional radar scan across three AI platforms with 120+ data points.
Deliverable: 10-section diagnostic report with actionable optimization roadmap.
