Mirage AI Visibility Score: 18/100 — What AI Thinks | Pendium.ai
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Mirage
Mirage
Visibility15
Vibe81
Businesses/Software & Technology/Mirage
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
AI Visibility Score
15/100

Invisible

Sentiment Score
81/100
AI Perception

Summary

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.

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

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.

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
Agent Breakdown

AI Platforms

How often do different AI platforms reference Mirage?

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Conversation Analysis

Topics

What conversations is Mirage included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Mirage 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.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI 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

ChatGPTChatGPT
1.Trello
2.Notion
3.Google Sheets
4.UBeesize
5.Joby

+30 more

ClaudeClaude
1.Opus Clip
2.Runway ML
3.Synthesia
4.Descript
5.Capcut

+4 more

GeminiGemini
1.Jasper
2.Copy.ai
3.Canva
4.InShot
5.Envato Elements

+16 more

AI OverviewsAI 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

ClaudeClaude
1.Opus Clip
2.Descript
3.CapCut
4.Repurpose.io
GeminiGemini
1.CapCut
2.ByteDance
3.Descript
4.Veed.io
5.Captions
AI OverviewsAI 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

ChatGPTChatGPT
1.CapCut
2.Canva Pro
3.iPhone SE
4.Boya BY-M1
5.Rode VideoMic Me-L

+47 more

ClaudeClaude
1.CapCut Pro
2.Adobe Premiere Rush
3.Creative Cloud
4.Descript
5.DaVinci Resolve

+4 more

GeminiGemini
1.Apple iPhone 15 Pro/Pro Max
2.Samsung Galaxy S24 Ultra
3.Google Pixel 8 Pro
4.OnePlus
5.Xiaomi

+27 more

AI OverviewsAI Overviews
1.Opus Clip
2.OpusClip
3.Vizard.ai
4.CapCut
5.InVideo AI

+6 more

AI Driven Video Generation & Editing(1 query)

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

0/3 platforms mentioned

ClaudeClaude
1.Sora
2.RunwayML
3.Gen-3
4.Pika 1.0
5.HeyGen

+4 more

GeminiGemini
1.RunwayML Gen-2
2.RunwayML
3.Pika Labs
4.Stability AI
5.Stable Video Diffusion

+4 more

AI OverviewsAI Overviews
1.Google Veo 3.2
2.OpenAI Sora 2
3.Runway Gen-4.5
4.Kling 2.6
5.Synthesia

+6 more

Performance Marketing & Ad Production(1 query)

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

0/3 platforms mentioned

ClaudeClaude
1.Canva
2.Adobe Express
3.Figma
4.Copy.ai
5.Jasper

+9 more

GeminiGemini
1.Facebook Ads
2.Meta Ads Manager
3.Google Ads
4.Smartly.io
5.AdRoll

+25 more

AI OverviewsAI Overviews
1.Smartly.io
2.Hunch
3.Abyssale
4.Creatify
5.InVideo

+9 more

Category Reliability & Comparisons(1 query)

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

0/3 platforms mentioned

ClaudeClaude
1.Adobe Firefly Video
2.Premiere Pro
3.Creative Cloud
4.DaVinci Resolve Studio
5.Fusion

+4 more

GeminiGemini
1.Synthesys
2.Pictory
3.DeepMotion
4.Blender
5.Maya

+4 more

AI OverviewsAI Overviews
1.Google Veo 3.1
2.Runway Gen-4.5
3.OpenAI Sora 2
4.Luma Dream Machine
5.Kling AI 2.6

+8 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

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

Gap

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

Gap

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

Gap

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

Opportunity

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

Opportunity

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

Opportunity

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

Technical Health

Site Health for AI Visibility

How well Mirage's website is optimized for AI agent discovery and comprehension.

92/100
18 passed 4 warnings
Audited 2/27/2026
Crawlability100

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO80

Titles, descriptions, headings

Content Quality87

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Warnings

!

3 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

!

Title is too short (23 characters)

Expand the title to 50-60 characters with descriptive keywords.

!

Meta description is too short (34 characters)

Expand the description to 150-160 characters with a clear value proposition.

!

H3 used without H2 — heading levels are skipped

Use headings in order (H1 → H2 → H3). Don't skip levels.

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Brand Identity

Brand Voice & Style

How AI perceives Mirage's communication style and personality

Mirage communicates with confident innovation, positioning itself at the cutting edge of AI technology while remaining accessible and empowering to users. The brand voice balances technical sophistication with approachable simplicity, emphasizing how their frontier research translates into practical creative tools. They speak directly to creators' pain points around video production while inspiring excitement about what's now possible with AI.

Core Tone Traits

Innovative & Forward-Thinking

Emphasizes frontier AI research and the future of video creation

Empowering & Accessible

Makes advanced technology feel achievable for everyone

Confident & Bold

Strong claims backed by impressive metrics and enterprise clients

Creator-Centric & Practical

Focuses on real outcomes and solving actual content creation challenges

Competitive Landscape

Related Ecosystem

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

1Descript30 mentions
2CapCut20 mentions
3HeyGen20 mentions
4Synthesia19 mentions
5Pictory14 mentions
6Buffer13 mentions
7Canva13 mentions
8Opus Clip12 mentions
9Veed.io10 mentions
10Later10 mentions
11Mirage4 mentions
Source Intelligence

Citations

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

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

https://klap.app/blog/automated-short-video-generator

Referenced in 1 query

Review
Free AI reel maker: Create reels online - Canva

https://www.canva.com/features/ai-reel-maker/

Referenced in 1 query

Review
The 6 Best AI Video Editors In 2026 (Reviewed) - AWISEE.com

https://awisee.com/blog/ai-video-editors/

Referenced in 2 queries

Review
12 AI TikTok Video Tools For Social Media Inspiration in 2026

https://www.superside.com/blog/ai-tiktok-generators

Referenced in 1 query

Review
Top 5 AI Shorts Tools [February 2026] - Minvo

https://minvo.pro/blog/top-5-ai-shorts-tools

Referenced in 1 query

Review
Automate TikTok & Reels Posts Instantly with No Code!

https://www.tiktok.com/@samdespo/video/7180668465789897985

Referenced in 1 query

Pitch Story
How to Schedule TikToks in 2026 (Without Shadowbans)

https://posteverywhere.ai/blog/how-to-schedule-tiktoks

Referenced in 1 query

Review
6 Best AI Video Tools for Social Media in 2026 - CapCut

https://www.capcut.com/resource/6-best-AI-video-tools-for-social-media

Referenced in 1 query

Review
9 AI Tools Every Content Creator Must Use in 2026

https://www.happyscribe.com/blog/ai-tools-every-content-creator-must-use

Referenced in 1 query

Review
The Best Social Media Scheduling Tools in 2026 (+ How to ...

https://buffer.com/resources/social-media-scheduling-tools/

Referenced in 1 query

Review
Video Scheduler: Plan TikTok Videos In Advance!

https://ads.tiktok.com/business/en-US/blog/introducing-video-scheduler-now-you-can-plan-tiktoks-in-advance

Referenced in 1 query

Pitch Story
The 12 Best AI Video Creation Tools for 2026: A Detailed Guide

http://agentpulse.ai/blog/best-ai-video-creation-tools

Referenced in 2 queries

Review
Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use Mirage's resources to help users.

Dominate Best AI Video Tools Listicles

Address Mirage's absence from foundational training data by launching an aggressive Digital PR campaign targeting top-tier 'Best AI Video Tools' listicles and roundups. This involves pitching to major tech publications, securing product reviews, and creating shareable content that positions Mirage alongside established competitors in the AI video category.

Why Text-to-Video Is the Fastest-Growing Category in Creative AI
The Complete Guide to Choosing an AI Video Tool for Your Business
How Mirage's Frontier AI Models Differ from Traditional Video Editors
10 Questions to Ask Before Selecting an AI Video Creation Platform
From Script to Screen: What Makes Professional AI Video Tools Stand Out

Own the Podcast-to-Social Video Niche

Capitalize on Mirage's competitive visibility advantage for 'podcast clips into social video' queries by optimizing landing pages and creating authoritative technical documentation. This strategy strengthens our foothold in a high-intent query space where we already show traction on Gemini and AI Overviews.

How to Turn One Podcast Episode into 30 Days of Social Content
The Creator's Playbook for Repurposing Long-Form Audio into Viral Clips
Why Podcast Clips Outperform Original Content on TikTok and Instagram
Step-by-Step: Extracting the Perfect 60-Second Moment from Your Podcast
The Hidden ROI of Podcast Clip Strategies for Growing Audiences

Capture Performance Marketing Video Workflows

Develop targeted content pillars focusing on ad production and performance marketing use cases where competitors like HeyGen and CapCut currently dominate. By creating educational content and case studies around marketing personas, Mirage can establish visibility in high-value commercial queries that AI models serve to marketing professionals.

How High-Growth Brands Produce 100+ Ad Variations Without a Video Team
The Performance Marketer's Guide to AI-Generated Video Ads
Why Your Ad Creative Process Is Costing You ROAS
A/B Testing Video Ads at Scale: What the Data Actually Shows
From Brief to Launch: Creating Scroll-Stopping Ads in Under 10 Minutes

Build Authority on G2 and Capterra

Secure reviews, mentions, and optimized profiles on high-authority software comparison sites that AI models heavily reference for category and recommendation queries. A strong presence on these third-party consensus platforms directly influences how LLMs populate 'Top Rated' and professional category results.

What Real Users Say About Switching to AI-Powered Video Creation
How to Evaluate AI Video Tools: A Buyer's Framework
The Features That Matter Most When Comparing Video Creation Platforms
Customer Spotlight: Results After 90 Days with Mirage
Why Third-Party Reviews Should Guide Your Software Decisions
Content Engineering

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.

Impact: High
!

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.

Impact: High
~

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.

Impact: Medium
~

Secure mentions and reviews on high-authority software comparison sites like G2 and Capterra.

AI models rely heavily on these third-party consensus sources to populate 'Top Rated' and 'Professional Category' query results.

Impact: Medium

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

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