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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Scenario

Visibility23

Vibe82

Businesses/Artificial Intelligence/Scenario

AI Visibility & Sentiment

Scenario

Scenario is an AI-powered platform designed to streamline creative workflows by generating consistent, on-brand visuals across images, video, and 3D. It enables teams to train custom AI models and integrate advanced generative tools into their production pipelines.

Active Monitoring

scenario.com

Artificial Intelligence

AI Visibility Score

23/100

Low

Sentiment Score

82/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Scenario today.

Scenario commands high brand authority in AI-driven asset training, yet suffers from a critical visibility gap in the broader enterprise creative workflow conversation. While the brand maintains a strong foothold in direct information queries, it is consistently overshadowed by competitors like Midjourney and Adobe Firefly when users search for automated production solutions.

Value Proposition

Enables the creation of production-ready, on-brand AI assets with consistency, speed, and custom model training capabilities.

Overview

Mission

Empowering creative teams worldwide to scale AI-generated content with precision, control, and brand consistency.

Products & Services

Custom AI Model TrainingAI Image & Video GenerationGenerative 3D Asset CreationProduction Workflow Automation

Current State

Visibility Landscape

A high-level view of how Scenario 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	29	24	28	27
Core Topics Product/service category queries	0	0	0	0
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

Midjourney

25 mentions

Stable Diffusion

25 mentions

Adobe Firefly

15 mentions

Unity

13 mentions

Tripo AI

12 mentions

Blender

11 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High brand recognition in informational 'vibe check' queries across ChatGPT, Gemini, and AI Overviews

Strength

Strong positioning for custom brand asset training on both AI Overviews and Claude

Strength

Positive engagement among the Indie Game Development Founder persona

Recommended Actions

Develop and syndicate white papers on 'Enterprise AI Creative Governance' and 'Scaling Asset Pipelines'.

The data shows a complete lack of visibility for enterprise-level decision queries, where competitors currently dominate the search narrative.

Optimize technical documentation for 'Generative 3D Asset Creation' and 'Creative Workflow Automation' keywords.

Scenario is missing from the conversation in these high-intent categories, ceding market share to Gemini and Claude-preferred results.

Create persona-specific landing pages tailored to the 'Enterprise Technology Evaluator' and 'Technical Creative Director'.

Existing content currently fails to resonate with enterprise decision-makers, keeping Scenario's mention rate in this segment dangerously low at 6%.

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

Scaling AI Asset Production For Studios(2 queries)

“how can my design team get consistent character styles in our AI images, what platforms handle this well?”

0/4 platforms mentioned

Core

ChatGPT

1.Midjourney

2.Leonardo AI

3.Runway Gen-4

4.Stable Diffusion

5.Getimg.ai

+2 more

Claude

1.OpenArt

2.Atlabs

3.Leonardo AI

4.Stable Diffusion XL

5.Neolemon

Gemini

1.Leonardo AI

2.Midjourney

3.Getimg.ai

4.Consistent Character AI

5.Media.io

+5 more

AI Overviews

1.Midjourney

2.Leonardo.ai

3.NeoLemon

4.ConsistentCharacter.ai

5.OpenArt

“best way to train custom AI models on our own brand assets to speed up creative production”

1/4 platforms mentioned

Core

The Technical Creative Director · Creative Director

ChatGPT

1.Stable Diffusion

2.Stability AI

3.Hugging Face

4.ControlNet

5.AnimateDiff

+4 more

Claude

1.Firefly Custom Model

2.Adobe Firefly Foundry

3.Adobe

4.Firefly

5.Together AI

+2 more

Gemini

1.Stable Diffusion

2.Stability AI

3.Midjourney

4.DALL-E 3

5.Imagen

+12 more

AI Overviews

1.Contently

2.Adobe Firefly

3.Scenario

4.ImagineArt

5.Stable Diffusion

+4 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.

Dreambooth

huggingface.co

Web1 ref

Character Refs

updates.midjourney.com

Web1 ref

40042718905875 References Guide

help.runwayml.com

Web1 ref

Embedding

stable-diffusion-art.com

Web1 ref

Midjourney Consistent Character

aiarty.com

Web1 ref

How To Create Consistent Characters With Character Reference

leonardo.ai

Web1 ref

Gen 4 %28AI Image And Video Model%29

en.wikipedia.org

Wiki1 ref

Text Inversion

huggingface.co

Web1 ref

Lora

github.com

Code1 ref

Consistent Ai Characters

getimg.ai

Web1 ref

How To Create A Consistent Character

ltx.studio

Web1 ref

Best Ai Image Generators

tomsguide.com

Web1 ref

HJNhIvIAlg

hackmd.io

Web1 ref

Create Consistent Characters with AI: 2025 Guide - Atlabs AI

atlabs.ai

Web1 ref

Best AI Character Generator for Consistent Characters 2025

neolemon.com

Web1 ref

Competitive Landscape

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

Midjourney25 mentions

Stable Diffusion25 mentions

Adobe Firefly15 mentions

Unity13 mentions

Tripo AI12 mentions

Blender11 mentions

Sloyd10 mentions

Leonardo AI9 mentions

Kaedim9 mentions

Runway9 mentions

Scenario9 mentions

Brand Identity

Brand Voice & Style

How AI perceives Scenario's communication style and personality

Scenario communicates with a sophisticated, professional, and forward-thinking tone. It balances technical authority with accessibility, positioning itself as an essential partner for creative professionals who demand both high-quality output and operational efficiency.

Core Tone Traits

Professional & Authoritative

Communicates deep expertise in AI technology and enterprise creative needs.

Innovative & Forward-Thinking

Focuses on the future of creative production and cutting-edge capabilities.

Efficiency-Oriented

Emphasizes speed, scalability, and streamlined workflows.

Reliable & Trustworthy

Highlights consistency, compliance, and enterprise-grade security.

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 March 9, 2026.