The shakalakaa Digital Ad Cost Index
Every fact below is one sentence, self-contained, and traceable to a real number in our published benchmark data — built to be quoted, linked, or cited by name.
For the full table behind each vertical, see the industry deep-dives: aesthetic clinics (MY), aesthetic clinics (SG), dental (MY), dental (SG), interior design (MY), interior design (SG).
Each fact has a stable anchor ID — link directly to /open-data#anchor-id to cite a specific figure. The JSON path beside each fact is exactly where the number lives in our open dataset (api/benchmarks.php), so you can verify it yourself rather than take our word for it.
Source for every fact above except the live host rate: shakalakaa managed-account data, reviewed 2026-07. See the full benchmarks page for methodology, or the raw JSON. Facts are added only once their underlying figure clears our internal verification gate — nothing here is a placeholder or a projection. The live host rate fact is sourced and dated separately, as noted inline — see the Malaysia Live Host Rate Index.