Proprietary data infrastructure · Research infrastructure
Saudi Business Graph
Saudi Business Graph is an evidence-backed, refreshable commercial intelligence graph built to turn a large Saudi business universe into provenance-aware data rather than a static lead list.
WHAT IS SAUDI BUSINESS GRAPH?
Saudi Business Graph is an evidence-backed, refreshable commercial intelligence graph built to turn a large Saudi business universe into provenance-aware data rather than a static lead list.
01
What it is built to do
→Entity and branch resolution
→First-party evidence collection
→Provenance-aware commercial facts
→Conservative verification and deduplication
02
Progress so far
Progress849,324 raw source records
Progress700,642 conservative verified master candidates
Progress2,216 T1 organization/branch candidates processed
Progress5,143 deduplicated T1 evidence facts
03
Who it is for
Primary audience: B2B research, commercial intelligence, and market-mapping teams.
Primary market context: Saudi Arabia.
Vybld Labs builds with Arabic, RTL, local workflows, regional platforms, and operational evidence as first-class product inputs when the market requires them.