GMM Hub VisibilityDemo workspaces

Public product demo

Inspect a live-style AI visibility workspace before requesting access.

Each demo workspace shows a limited scan with prompt evidence, competitor pressure, source patterns, timestamps, and a review queue. The goal is to show product evidence, not make performance promises.

Want this for your brand?

Start with a scoped workspace request.

Add your website, market, category, and competitors. We review the scope manually before any billing and prepare a limited workspace when the fit is clear.

01Workspace scopeWebsite, brand, market, category
02Prompt setDiscovery, comparison, local, trust
03Scan queueSelected engines and timestamped rows

Demo environment

Follow a scan from setup to workspace output.

Start workspace request
01Inputs locked

Brand, website, market, category, and competitors are scoped.

02Prompts queued

Discovery, comparison, local, pricing, and trust questions are grouped.

03Evidence captured

Selected engines return timestamped answer observations.

04Workspace ready

Matrix, source patterns, review queue, and exports become available.

Limited previewMed spa category visibility in Austin, TX

Anonymized Austin Med Spa

0/5prompt clusters including client0%client mention rate across runs3competitors observed
Limited previewBridal atelier visibility in Flores, CABA, Argentina

Artenovias

4/5prompt clusters including client65%client mention rate across runs3competitors observed

What to inspect in a demo workspace

The useful proof is not a single score. It is the evidence trail: prompts, models, captured answers, competitors, sources, timestamps, and detected visibility gaps.

Prompt-level rows
Competitor pressure
Source classification
Read-only export flow