Thunderdome B2B SaaS AI Visibility Index

← 3D Virtual Tours & Spatial Capture ranking

Brand report · September 2026

CloudPano CloudPano: AI Visibility Report

cloudpano.com ↗

When buyers ask ChatGPT, Claude, and Gemini about 3d virtual tours & spatial capture, CloudPano ranks #3 of 15, a Visibility Score of 33 in 3D Virtual Tours & Spatial Capture .

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

How AI sees CloudPano

Solid third in a three-horse spatial capture race.

Where it wins. CloudPano appears in nearly half of all AI buying conversations for 3D virtual tours, a 46% mention rate that keeps it genuinely competitive against Matterport's dominance. The 'Best overall' prompt theme is where it earns that seat.

Where it loses. A 1.4% first-pick rate means buyers hear the name but the AI almost never hands it the job, and CloudPano disappears entirely when prompts shift to enterprise selection or single-choice recommendations.

AI-generated analysis of the September 2026 measurements.

On message

How CloudPano positions itself vs how AI ranks it

CloudPano claims 3D Virtual Tours & Spatial Capture and the models back it: #3 of 15 there.

The pitch

"The standard in 360° virtual tour software"

Targets Real estate
What AI actually says
In 3D Virtual Tours & Spatial Capture #3 of 15, claim holds

Homepage self-messaging · September 2026 ranking · the biggest gaps across the index →

3D Virtual Tours & Spatial Capture · #3 of 15

33 / 100 flat vs last month
46%
mention rate (72 answers)
4
avg. position
1%
first pick
8%
share of voice
28.5Jul 2026Jul 2026: 28.531.1Aug 2026Aug 2026: 31.133.1Sep 2026Sep 2026: 33.1
ChatGPT
50
Claude
18
Gemini
31

One of the index's bigger model splits: see where the models disagree →

How the models portray CloudPano

Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).

52% 36% 12%
endorsed · 95% band 35–67% listed caveated graded across 33 mentions in 3D Virtual Tours & Spatial Capture answers
Prompt themes CloudPano would want to own

Share of each theme's answers that mention CloudPano. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Feature-led ask
3/9 · #1×1

Gaps Enterprise pick · If you could pick one

Most co-mentioned competitors

Share of CloudPano's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Matterport
100%
Kuula
85%
3DVista
39%
Cupix
30%
Zillow
24%
Pano2VR
24%

Scores are measured from real AI answers, refreshed monthly. Methodology.

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