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

Mirage

Visibility12

Vibe81

Businesses/Software & Technology/Mirage

AI Visibility & Sentiment

Mirage

Mirage is an AI-powered video creation platform that enables users to generate and edit professional videos through simple text commands. Their flagship product, the Captions app, eliminates the need for live footage or professional editors by leveraging frontier AI models trained specifically for social video content.

Active Monitoring

mirage.app

Software & Technology

AI Visibility Score

12/100

Invisible

Sentiment Score

81/100

Score by Priority

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 Mirage today.

Mirage is currently ghosting the AI discovery engine, suffering from a total blackout on ChatGPT while industry rivals like Descript and Opus Clip capture the lion's share of market mindshare. While the brand shows a faint pulse in niche podcast-to-video queries on Claude and Gemini, it remains fundamentally absent from the high-intent 'best AI video' conversations that drive professional adoption.

Working in your favor

Successful brand recognition during direct 'vibe check' queries on Claude and AI Overviews

Early-stage traction with Social Media Solo-Creators specifically for podcast-to-video workflows

Consistent positive sentiment across the few platforms where the brand is actually mentioned

Gaps to close

Complete exclusion from ChatGPT, which serves as the primary entry point for AI software discovery

Failure to appear in broader 'best ai apps' or 'top rated video platforms' category comparisons

Negligible visibility among Performance Marketing and Enterprise L&D personas compared to rivals like Synthesia

Opportunities

Capitalize on the niche success in podcast-to-video clips to own that specific functional category across all LLMs

Aggressively target the 'Social Media Solo-Creator' persona where initial visibility already exists

Improve citation frequency in authoritative tech media to penetrate AI Overviews more effectively

Highest-Impact Actions

Implement an aggressive Digital PR and citation campaign targeting top-tier 'Best AI Video Tools' listicles.

Mirage is missing from the foundational training data used by ChatGPT and Claude to define the software category.

Optimize landing pages and technical documentation specifically for 'podcast clips into social video' keywords.

This is currently the only high-intent query where Mirage shows competitive visibility on Gemini and AI Overviews.

Develop targeted content pillars focusing on Performance Marketing and Ad Production workflows.

Competitors like HeyGen and CapCut are dominating high-value marketing personas while Mirage remains statistically invisible.

Value Proposition

Create professional, engaging videos as easily as typing text, powered by AI that understands the nuances of social video to produce authentic, platform-native content at unprecedented speed and scale.

Overview

Mission

Building foundation models and products that change the future of video.

Products & Services

Captions App - AI video generation and editingText-to-video creationAI-powered video editing with simple commandsPerformance marketing video solutionsEnterprise video workflow solutions

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	70	97	70	97
“What do you know about Mirage? What do they do and what's their reputation?”	Yes	#1	Yes	#1
Core4q Product/service category queries	0	0	33	33
“what are the best ai apps for generating videos from text prompts right now?”	—	No	No	No
“what are the top rated ai video platforms for professional content creators in 2026?”	—	No	No	No
“help me find a way to turn my podcast clips into social videos with those cool captions automatically, specific apps please”	—	No	#5	#5
“best tools for scaling short form video content without a huge budget, what should i actually buy”	No	No	No	No
Growth Areas2q Adjacent, aspirational & visionary	0	53	0	35
“i need to make daily videos for tiktok and reels but i don't have an editor, what's the best way to automate this?”	No	#4	No	#10
“what's the best tech stack for creating a ton of different social media ad variations fast?”	—	No	No	No

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

Yes

“what are the best ai apps for generating videos from text prompts right now?”

—

“what are the top rated ai video platforms for professional content creators in 2026?”

—

“help me find a way to turn my podcast clips into social videos with those cool captions automatically, specific apps please”

—

“best tools for scaling short form video content without a huge budget, what should i actually buy”

“i need to make daily videos for tiktok and reels but i don't have an editor, what's the best way to automate this?”

#10

“what's the best tech stack for creating a ton of different social media ad variations fast?”

—

Competitive Landscape

Descript

30 mentions

CapCut

20 mentions

HeyGen

20 mentions

Synthesia

19 mentions

Pictory

14 mentions

Buffer

13 mentions

Canva

13 mentions

Opus Clip

12 mentions

Veed.io

10 mentions

Later

10 mentions

Mirage

4 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Successful brand recognition during direct 'vibe check' queries on Claude and AI Overviews

Strength

Early-stage traction with Social Media Solo-Creators specifically for podcast-to-video workflows

Strength

Consistent positive sentiment across the few platforms where the brand is actually mentioned

Recommended Actions

Implement an aggressive Digital PR and citation campaign targeting top-tier 'Best AI Video Tools' listicles.

Mirage is missing from the foundational training data used by ChatGPT and Claude to define the software category.

Optimize landing pages and technical documentation specifically for 'podcast clips into social video' keywords.

This is currently the only high-intent query where Mirage shows competitive visibility on Gemini and AI Overviews.

Develop targeted content pillars focusing on Performance Marketing and Ad Production workflows.

Competitors like HeyGen and CapCut are dominating high-value marketing personas while Mirage remains statistically invisible.

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

Social Media Content Scaling(3 queries)

“i need to make daily videos for tiktok and reels but i don't have an editor, what's the best way to automate this?”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Trello

2.Notion

3.Google Sheets

4.UBeesize

5.Joby

+30 more

Claude

1.Opus Clip

2.Runway ML

3.Synthesia

4.Descript

5.Capcut

+4 more

Gemini

1.Jasper

2.Copy.ai

3.Canva

4.InShot

5.Envato Elements

+16 more

AI Overviews

1.OpusClip

2.Klap

3.Minvo

4.InVideo AI

5.HeyGen

+8 more

“help me find a way to turn my podcast clips into social videos with those cool captions automatically, specific apps please”

2/3 platforms mentioned

Core

The Social Media Solo-Creator · Influencer and Content Creator

Claude

1.Opus Clip

2.Descript

3.CapCut

4.Repurpose.io

Gemini

1.CapCut

2.ByteDance

3.Descript

4.Veed.io

5.Captions

AI Overviews

1.Opus Clip

2.Choppity

3.Submagic

4.Vizard AI

5.Captions.ai

+2 more

“best tools for scaling short form video content without a huge budget, what should i actually buy”

0/4 platforms mentioned

Core

The Social Media Solo-Creator · Influencer and Content Creator

ChatGPT

1.CapCut

2.Canva Pro

3.iPhone SE

4.Boya BY-M1

5.Rode VideoMic Me-L

+47 more

Claude

1.CapCut Pro

2.Adobe Premiere Rush

3.Creative Cloud

4.Descript

5.DaVinci Resolve

+4 more

Gemini

1.Apple iPhone 15 Pro/Pro Max

2.Samsung Galaxy S24 Ultra

3.Google Pixel 8 Pro

4.OnePlus

5.Xiaomi

+27 more

AI Overviews

1.Opus Clip

2.OpusClip

3.Vizard.ai

4.CapCut

5.InVideo AI

+6 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.

The 12 Best Automated Short Video Generator Tools of 2026 - Klap

klap.app

Mirage

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Software & Technology

Start gettingrecommended by AI.

Frequently asked questions

Mirage

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Software & Technology

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.