Thunderdome B2B SaaS AI Visibility Index

← 3D Virtual Tours & Spatial Capture ranking

Head-to-head · September 2026 snapshot

Matterport vs Kuula

Matterport dominates everything; Kuula owns no question at all. Matterport runs the table across all eight question themes, named in 99% of answers and first pick 88% of the time, while Kuula never lands in the top position across any model. Gemini is the only model where Matterport's score dips below 95, yet even there Kuula's 33 puts it 60 points behind. Kuula holds steady month-over-month while Matterport gained another 5 points, so the gap is widening rather than closing.

Matterport Kuula
Visibility Score 97 43
Rank in category #1 #2
Mention rate 99% 57%
#1 pick rate 88% 0%
Avg. position when named 1.2 3.4

Who each model prefers

ChatGPT
Matterport
98
Kuula
48
Claude
Matterport
99
Kuula
49
Gemini
Matterport
93
Kuula
33

All three models put Matterport ahead.

The shape of the fight

Each axis is one of the 8 measured buyer questions; the further out, the more of that question's answers name the brand. Hover an axis for the raw counts. Single-axis gaps ride on 9 answers each, so read the overall shape, not one spike.

MatterportKuula
Best overallUse caseTop toolsStartupEnterpriseFeature-ledSingle pickBudget

The fight, question by question

Mentions out of 9 answers per question. Click any question for the full transcripts.

Question Matterport Kuula Edge
Best overallWhat's the best 3D virtual tour software? 9 9 even
Use-case fitWe market commercial real estate and want immersive 3D walkthroughs. What should we use? 9 5 Matterport
Top tools in 2026What are the top virtual tour and 3D capture platforms in 2026? 9 7 Matterport
Startup & small teamWhich virtual tour tool is best for a small real estate agency? 9 7 Matterport
Enterprise pickWhich 3D capture platform should a large enterprise standardize on, considering security, compliance, and scale? 9 0 Matterport
Feature-led askI want to capture spaces with my phone and publish interactive tours. What do you recommend? 9 9 even
If you could pick oneIf you could only pick one 3D capture platform, which one and why? 8 0 Matterport
Budget & alternativesWhat's the best way to add 3D walkthroughs to our property listings? 9 4 Matterport

Open this matchup in the compare tool →  ·  Matterport brand report  ·  Kuula brand report

Measured from 72 fresh answers collected from the models' production APIs in September 2026; rankings change monthly. Neither brand can pay to appear here or to move the numbers. Full recipe on the methodology page.