What does "AI visibility" mean for my business?

When someone asks ChatGPT, Claude, or Gemini "what is the best..." or "where can I find...", AI gives specific recommendations. AI visibility is a measure of how often — and how positively — these AI platforms mention your business. It's the new version of being on the first page of Google, except now there are no pages — just one answer.

Which AI platforms do you monitor?

Pendium monitors ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and Google AI Overviews — seven major AI platforms that consumers use to research local services. We run real queries that your customers actually ask and analyze the responses for mentions of your business, competitors, and industry topics.

How does Pendium improve my visibility?

Three ways. First, we identify the exact queries and topics where you're invisible. Second, we generate AI-optimized content — articles, guides, social posts — designed to help AI agents understand your business and recommend your services to the right people. Third, we continuously monitor to track improvement and find new opportunities. Most clients see measurable improvement within 60 days.

How long until I see results?

You'll get your first visibility report within minutes of signing up. Actual visibility improvement varies, but our clients typically see a 47% average improvement within 60 days. Some see results faster — it depends on your current online presence and how competitive your local market is.

Do I need to be technical to use this?

Not at all. Enter your website URL and Pendium handles everything: scanning AI platforms, analyzing your visibility, generating content, and tracking improvement. The dashboard is designed for business owners, not engineers. If you can check your email, you can use Pendium.

What makes this different from SEO?

Traditional SEO optimizes for Google's search rankings — blue links on a results page. AI visibility is different: AI doesn't show links, it gives direct answers. Even if you rank #1 on Google, ChatGPT might recommend a competitor. Pendium optimizes for the new paradigm — making sure AI platforms know about, trust, and recommend your business.

Pricing

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Reaktive

Visibility0

Vibe55

Businesses/Cloud Computing/Reaktive

AI Visibility & Sentiment

Reaktive

Reaktive is a technology company that provides high-performance cloud workstations and ultra-low latency remote desktop software. Their platform enables creative professionals and technical teams to perform resource-intensive tasks like 3D animation and video editing from anywhere using a virtual environment that feels native.

Active Monitoring

reaktive.io

Cloud Computing Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

55/100

Score by Reach

How often this business is recommended to users across different types of conversations — from direct product queries to broader open-ended conversations where AI could recommend this company's products and services

core

adjacent

aspirational

visionary

AI Perception

Summary

Reaktive is currently invisible within the AI-driven consideration phase for high-performance cloud workstations, ceding the entire decision-making landscape to established industry incumbents like NVIDIA and CoreWeave. While the brand is recognized when explicitly queried, it has failed to embed itself into the generative discovery paths of technical leads, IT managers, and visualizers who rely on AI to source cloud infrastructure.

Value Proposition

Reaktive utilizes a proprietary ultra-low latency streaming protocol and custom Windows kernel drivers to provide a seamless, 'native-feel' remote experience, distinguishing it from traditional remote desktop solutions.

Overview

Mission

To replace the desktop by democratizing access to high-performance computing, decoupling professional creative work from physical hardware.

Products & Services

Reaktive Cloud WorkstationsUltra-Low Latency Streaming ProtocolResource Allocation Server

Agent Breakdown

AI Platforms

How often do different AI platforms reference Reaktive?

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Conversation Analysis

Key Topics

What conversations is Reaktive included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Reaktive to, and when?

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Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPT

Claude

Gemini

AI Overviews

High Performance Cloud Workstation Selection(3 queries)

“what are the best cloud-based workstations for 3d animation that actually feel like using a local pc”

0/2 platforms mentioned

Core

ChatGPT

1.NVIDIA

2.Teradici (PCoIP)

3.Parsec

4.Blender

5.Maya

+9 more

Gemini

1.Wacom (Wacom Bridge, Wacom Inkline, Cintiq, Intuos Pro)

2.Remāngu

3.HP Anyware

4.Teradici

5.NVIDIA

+16 more

“compare cloud workstation providers for vfx studios that need ultra-low latency for heavy maya and blender projects”

0/2 platforms mentioned

Core

ChatGPT

1.Blender

2.AWS (EC2, AWS Nitro, NICE DCV, S3, Nimble Studio)

3.Microsoft Azure (Azure Virtual Desktop)

4.Google Cloud (Cloud Workstations)

5.NVIDIA

+4 more

Gemini

1.Maya

2.Blender

3.HP Anyware (Teradici)

4.Parsec

5.BeBop Technology

+9 more

“best alternatives to parsec or hp anyware for remote desktop streaming in professional production environments”

0/2 platforms mentioned

Core

ChatGPT

1.Parsec

2.HP Anyware (PCoIP)

3.Splashtop Enterprise (Splashtop Performance)

4.Amazon DCV

5.Mechdyne TGX

+12 more

Gemini

1.Parsec (Parsec for Teams)

2.HP Anyware (Teradici)

3.NICE DCV

4.AWS

5.Reemo

+4 more

Brand Perception

What AI Really Thinks

We asked each AI platform directly about Reaktive to understand how they perceive the brand. These responses back up the Sentiment Score and reveal tone, accuracy, and blind spots across platforms and personas.

1Positive

1Neutral

0Negative

across 2 responses

“What do you know about Reaktive? What do they do and what's their reputation?”

ChatGPT

Neutral

No snippet captured

Gemini

Positive

“…Based in Seattle, Washington, this Reaktive is a technology company focused on high-performance cloud computing.…”

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Brand recognition exists when users directly search for 'Reaktive', indicating that existing digital touchpoints have successfully established basic company awareness.

Gap

Complete lack of visibility in technical recommendation queries regarding cloud-based workstations for 3D animation and VFX studios.

Gap

Absence from critical comparison queries pitting cloud providers against established incumbents like Parsec or HP Anyware.

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Reaktive

NVIDIA39 mentions

Blender31 mentions

CoreWeave27 mentions

Parsec24 mentions

Maya24 mentions

AWS21 mentions

Azure20 mentions

NICE DCV20 mentions

Teradici18 mentions

Okta18 mentions

Reaktive0 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

reddit.com

https://www.reddit.com/r/cloudygamer/comments/ph5fxy

Referenced in 1 query

Join Discussion

reddit.com

https://www.reddit.com/r/LocalLLaMA/comments/1dclmwt

Referenced in 1 query

Join Discussion

docs.nvidia.com

https://docs.nvidia.com/vgpu/sizing/virtual-workstation/latest/right-gpu-vsoftware.html

Referenced in 1 query

Review

reddit.com

https://www.reddit.com/r/cloudygamer/comments/kodrtg

Referenced in 1 query

Join Discussion

reddit.com

https://www.reddit.com/r/blender/comments/1h1ony7

Referenced in 1 query

Join Discussion

en.wikipedia.org

https://en.wikipedia.org/wiki/GeForce_Now

Referenced in 1 query

Review

developer.nvidia.com

https://developer.nvidia.com/blog/gpu-powered-windows-365-cloud-pcs-with-nvidia-rtx-virtual-workstation-for-high-end-graphics-workloads/

Referenced in 1 query

Review

ventusserver.com

https://ventusserver.com/gpu-cloud-providers-2026/

Referenced in 1 query

Review

reddit.com

https://www.reddit.com/r/LocalLLaMA/comments/1qnjsvz/i_tracked_gpu_prices_across_25_cloud_providers/

Referenced in 2 queries

Join Discussion

reddit.com

https://www.reddit.com/r/VFIO/comments/1fd2ky8

Referenced in 1 query

Join Discussion

youtube.com

https://www.youtube.com/watch?v=kRMgrC_D0_I

Referenced in 1 query

Pitch Story

arxiv.org

https://arxiv.org/abs/2603.06850

Referenced in 1 query

Review

Content Engineering

Recommended Actions

Develop a comprehensive technical content library focused on 'Cloud Workstation Alternatives' and 'Remote Streaming Protocols'.

The data shows competitors like Parsec and NICE DCV dominating these specific query segments; producing authoritative content on these topics is necessary to displace them in AI-assisted discovery.

Impact: High

Optimize digital infrastructure and documentation to be consumed by Large Language Model indexers for 'High-Performance Cloud Workstation' keywords.

Currently, Reaktive is completely missing from the AI decision-making funnel; technical documentation must be structured to explicitly answer the 'what should I look for' queries that drive enterprise procurement.

Impact: High

Execute a targeted case study series highlighting Reaktive's utility for specific high-stakes personas like VFX studios and remote game dev teams.

Targeted, persona-specific use cases provide the concrete evidence AI models need to justify recommending Reaktive as a top-tier alternative during user inquiries.

Impact: Medium

Is this your business? We can help you improve your AI visibility.

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