Narrative Control Index
The industry standard for measuring narrative control across AI systems.
Workspace avg
65
Narrative Control IndexRICOH MALAYSIA
78
NCI · B+
Strong
+4 pts
Healthy control with clear room to widen the lead.
Ricoh Malaysia controls the print and sustainability narrative but is invisible in the market's three fastest-growing prompt categories: MyInvois e-invoicing, government/GLC IT services, and Bahasa Malaysia queries.
Next best action
Run a MyInvois compliance content sprint on ricoh.com.my, then place earned coverage in The Edge and The Star — the two Malaysian domains models actually cite.
Visibility22% weight
71· +15.6 pts
Peer Benchmark
You
78
Computed from 52 recent scans · Methodology v1.2
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