09/20/2026
We recently analyzed UTAG 3D VISION’s visibility across 25 AI search queries related to Matterport and commercial real estate in Montreal.
The result was interesting:
• 15% overall AI visibility
• #1.9 average rank when UTAG was mentioned
• 99% positive sentiment
The main lesson was clear: ranking well when selected is not the same as being included often enough.
That is why our content strategy is increasingly focused on the real problems property owners, managers, brokers and technical teams need to solve — including large commercial spaces, existing-condition documentation, remote stakeholder access and professional 3D capture.
Read the full analysis:
UTAG 3D VISION analyzed 25 AI search queries to measure AI search visibility in Montreal, revealing strong rankings but important inclusion gaps.