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

Get a demo

Intangible

Visibility0

Vibe50

Businesses/Software/Intangible

AI Visibility & Sentiment

Intangible

Intangible is an AI-powered scene composition platform that gives creative professionals camera-like controls over AI-generated images and videos. The tool enables 10x better image and video composition with significantly fewer prompts, serving industries from film and advertising to gaming and corporate environments.

Active Monitoring

intangible.ai

Software Startups

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

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

aspirational

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Intangible today.

Intangible exists as a ghost in the AI ecosystem, recognized only when searched for by name while being completely bypassed in every critical category-defining query for professional 3D and AI video production. While competitors like Spline and Runway have successfully anchored themselves as the industry standards for browser-based asset integration and shot composition, Intangible remains locked in a brand-only bubble that does not translate to user acquisition.

Value Proposition

AI scene composition with camera-like controls that delivers coherent, pitch-ready visuals without AI hallucinations or depth control issues, requiring 10x fewer prompts than traditional AI image generators.

Overview

Mission

Empowering camera control freaks and creative professionals to bring their big ideas to life with AI that stays true to their vision.

Products & Services

AI Scene Composer for image and video3D environment creation with drag-and-dropCamera control and shot composition tools6,000+ free 3D asset libraryBrowser-based visual production platform

Current State

Visibility Landscape

A high-level view of how Intangible performs across AI platforms, broken down by strategic reach level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	0	0	0	0
Core Topics Product/service category queries	—	—	—	—
Growth Areas Adjacent, aspirational & visionary	0	0	0	0

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

—

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape

Runway

14 mentions

Midjourney

12 mentions

Spline

12 mentions

Stable Diffusion

11 mentions

ControlNet

11 mentions

Blender

10 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Intangible's AI visibility.

Key Findings

Strength

High direct brand recognition on ChatGPT and Claude during specific vibe-check queries, indicating a clear identity that is trapped in isolation.

Strength

Positive sentiment foundation in direct lookups, providing a stable base to build more complex functional associations.

Gap

Complete absence in the 'Precise Visual Control & Shot Composition' category, which is currently dominated by ControlNet and Runway.

Recommended Actions

Publish high-authority technical guides focusing on camera angles and character placement workflows.

Intangible is currently invisible in the 'Precise Visual Control' query segment; targeted technical content will force AI models to associate the brand with these specific functional capabilities.

Initiate a comparative content strategy targeting Spline and Blender users.

Competitors like Spline hold an average position of 1.6 in 3D integration; Intangible must create comparison data points to be included in the same 'consideration set' by LLMs.

Optimize the brand's digital footprint for the High-Stakes Commercial Director persona.

This persona currently shows 0% visibility for the brand, meaning AI systems do not perceive Intangible as a solution for high-budget professional workflows.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

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

Precise Visual Control & Shot Composition(2 queries)

“how to get exact camera angles and character placement in AI video generators without using 100 prompts”

0/4 platforms mentioned

Aspirational

ChatGPT

1.Runway Gen-2

2.Kaiber

3.Pika Labs

4.AUTOMATIC1111

5.Stable Diffusion

+15 more

Claude

1.Runway Gen-3

2.Synthesia

3.HeyGen

4.Digs

5.Loom AI

Gemini

1.Midjourney

2.Stable Diffusion

3.DALL-E 3

4.Adobe Premiere Pro

5.Final Cut Pro

+6 more

AI Overviews

1.Luma Dream Machine

2.Runway Gen-3

3.Runway Gen-3 Alpha Turbo

4.Kling AI

5.Freepik

+6 more

“need an AI tool for storyboarding that actually lets me control the scene layout and shot composition, any suggestions?”

0/3 platforms mentioned

Core

The High-Stakes Commercial Director · Director / Cinematographer

Claude

1.Boords

2.RED

3.Arri

4.Shotdeck

5.Kaiber

+4 more

Gemini

1.RED

2.Arri

3.Runway

4.Scenario

5.Leonardo.Ai

+5 more

AI Overviews

1.Drawstory

2.Shai Creative

3.Higgsfield Popcorn

4.LTX Studio

5.Katalist.ai

+2 more

Source Intelligence

Citations

The sources AI platforms cite when recommending this brand. Pendium reverse-engineers what's already proven to be catnip to AI agents, then engineers content that fills gaps and helps agents do their job — which means more citations for you.

Prompt for angles. : r/StableDiffusion - Reddit

reddit.com

Forum1 ref

Change Camera Angle Online Using AI Photo Angle Editor - ImagineArt

imagine.art

Web1 ref

Creating with Camera Control on Gen-3 Alpha Turbo - Runway

help.runwayml.com

Web1 ref

Creating with Camera Control on Runway’s Gen-3 Alpha Turbo

medium.com

Blog1 ref

FULL Perspective Control - ControlNET in Automatic 1111 ...

youtube.com

Video1 ref

Change Camera view in image with AI - YouTube

youtube.com

Video1 ref

Master Cinematic AI Video: How to Control Camera Angles ...

linkedin.com

Social1 ref

Runway Research | Introducing Gen-3 Alpha: A New Frontier ...

runwayml.com

Web1 ref

How to MASTER Runway Gen-3 Camera Controls for ...

youtube.com

Video1 ref

How I Turn One Image into Multiple Camera Angles with AI

youtube.com

Video1 ref

Does anyone have any tips for changing the camera view and ...

reddit.com

Forum1 ref

AI Video Generator & Image Generator by Higgsfield

higgsfield.ai

Web1 ref

How to Create Cinematic Camera Movement with AI (Kling 3.0 ...

youtube.com

Video1 ref

Change Video Framing and Camera Angles with Video to Video AI

lumalabs.ai

Web1 ref

Is there any way we can control the perspective and lighting?

reddit.com

Forum1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Intangible.

Runway14 mentions

Midjourney12 mentions

Spline12 mentions

Stable Diffusion11 mentions

ControlNet11 mentions

Blender10 mentions

Vectary9 mentions

Runway Gen-38 mentions

Revit8 mentions

Unreal Engine7 mentions

Intangible0 mentions

Brand Identity

Brand Voice & Style

How AI perceives Intangible's communication style and personality

Intangible communicates with confident technical authority while maintaining accessibility for creative professionals. The voice is bold and direct, using punchy statements like 'AI hallucinations and lack of depth control suck' to connect with frustrated creatives. There's an underlying excitement about creative possibilities balanced with practical, results-focused messaging that emphasizes control, speed, and professional-quality output.

Core Tone Traits

Bold & Direct

Unapologetic statements that address creative pain points head-on

Technically Confident

Demonstrates deep understanding of visual production and AI capabilities

Creatively Empowering

Focuses on enabling users to realize their vision with precision

Professionally Accessible

Sophisticated enough for industry pros while remaining approachable

Backing

Investors

a16z

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 27, 2026.