Document360 Absent from 8 AI Recommendation Systems

⚠️ Document360 Coverage Gap Analysis

Document360 currently appears in 2 of 10 tracked AI recommendation systems, leaving 8 platforms where users cannot discover the brand.

Missing Platforms

• Claude (Anthropic)

• DeepSeek

• Llama (Groq)

• Grok (xAI)

• Perplexity

• Mistral

• Command (Cohere)

• Jamba (AI21)

Impact Assessment

Each missing platform represents a segment of the pre_purchase_influence_layer where Document360 has zero visibility. When users ask these AI systems about Document360's category, the brand does not appear in recommendations.

User Reach Gap

Based on platform usage estimates, this coverage gap affects approximately 285M users who may interact with these AI systems.

Recommendation

Improving contextual_emergence on missing platforms requires:

Ensuring brand information is accessible to AI training pipelines

Building prompt_affinity through relevant content associations

Monitoring for platform-specific recommendation_weight changes

*Data from OutCited.com • Week 49, 2025*