K-Matrix Diagnostic Engine
Where AI authority compounds or collapses.
The K-Matrix is Salienci's diagnostic engine. It maps 142+ signals across access, extraction, selection, proof, and velocity — then ranks them by impact on recommendation probability.
Signals
142
Engines
7
Queries
3.2k
Refresh
24h
Selection Probability · 12mo
ABC
AI Engine Coveragelive
GPT
Claude
Perplexity
Gemini
Copilot
Llama
S
K-Matrix · Signal Heatmap6 × 24
access · extract · select · proof · velocity risk watch ok strong
Signal Strength · top 88 signals
Access
Schema
Extract
Entity
Proof
Cites
Select
Compete
Citation Velocity · 8w8 signals
W1
W2
W3
W4
W5
W6
W7
W8
K-Matrix · live8 rows · 5 cols
| Signal | Strength | Risk | Opportunity | Priority |
|---|---|---|---|---|
| Access | Strong | Low | Maintain | P3 |
| Extraction | Partial | Medium | High | P1 |
| Selection | Weak | High | High | P0 |
| Proof | Partial | Medium | High | P1 |
| Velocity | Rising | Low | Compounding | P2 |
| Competitor Gap | Falling | High | Critical | P0 |
| Entity Clarity | Partial | Medium | Medium | P2 |
| Citation Density | Rising | Low | Compounding | P2 |
Priority Bands
P0 critical, P1 high, P2 medium, P3 maintain. Bands drive sequencing.
Velocity Curves
Citation, mention, and review velocity tracked over rolling 30/90/180d.
Competitor Delta
Side-by-side authority position vs. category leaders and challengers.