Executive overview
The visitor journey, measured against live public evidence
9 agentic use cases running · 157 provenanced figures · 9 checks declined and recorded
provenance chain intact · 77 recordsno synthetic data
Saudi share of imagination
23.9%
rank 1 of 6 in the competitive set
Largest campaign mismatch
AlUla
promoted 5 ranks above its curiosity
Perception barriers heard
8
most severe: inadequate transportation access danger
Destination-months out of season
38
of 60 cells, curiosity leads comfort
Visit Saudi citation rate
0.00%
cited in 0 of 12 answers
Unanswered question clusters
8
top gap: safe / tourists / americans / embassy
Live information exceptions
3
2 check(s) declined — no published position
Journey friction charged
0
4 excluded as unreachable by a traveller
Comfortable destination-months
11
of 60 measured against declared thresholds