Pendium
Pricing
Get a demo
Dashboard
Dashboard
Loading…
/

Teach AI agents to recommend your brand to the right people.

Scan your visibilityBook a demo
Pendium
𝕏

Product

AI Visibility ScanYelp Listing AuditSite AuditContent for AI AgentsAgent Experience EngineAgent AnalyticsPricing

Industries

Local BusinessesRestaurantsHome ServicesBeauty & SpasHealth & MedicalFitness & GymsPet ServicesContractorsBars & NightlifeMoving CompaniesAuto DealershipsSaaS CompaniesSEO TeamsMarketing Teams

Tools

AI Visibility Site ScanYelp Listing AuditGBP AuditSocial Presence AuditBlog That Writes Itself

Real Life Examples

RipplingMasterclassThorneMonday.comPatagonia

Company

AboutBook a DemoDocsPrivacy PolicyTerms of Service
© 2026 Manifest Labs. All rights reserved.
PrivacyTerms
Moonvalley
Moonvalley
Visibility27
Vibe66
Businesses/Artificial Intelligence/Moonvalley
Moonvalley
AI Visibility & Sentiment

Moonvalley

Moonvalley is an AI video generation company that develops Marey, a commercially-safe foundational AI model for filmmakers. They specialize in studio-grade image-to-video and text-to-video generation with precise directorial controls, trained exclusively on licensed footage.

Active Monitoring
moonvalley.ai
Artificial Intelligence
AI Visibility Score
27/100

Low

Sentiment Score
66/100
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
27
adjacent
0
OverviewLandscapeInsights & ActionsContent IdeasConversationsCitationsBrand Voice

Is this your business?

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Moonvalley today.

Moonvalley has successfully carved out a niche as a technical leader for precision-focused cinematographers, yet it remains a ghost in the high-stakes commercial and enterprise sectors where competitors are currently winning. While Claude and Gemini recognize its superior camera motion controls, the brand is dangerously invisible in conversations regarding API integration and professional production trust.

Working in your favor

Dominant 50% mention rate among Precision-Focused Cinematographers, indicating strong alignment with technical users.

High-ranking performance on Claude (Pos #3) for specific queries regarding precise camera motion and frame-perfect control.

Strong brand identity and retrieval during direct 'vibe checks' across Claude, Gemini, and AI Overviews.

Gaps to close

Complete absence from Technical Integration and API Access queries, leaving the developer and workflow market to competitors.

Critically low 7% visibility among High-Stakes Commercial Producers, failing to capture the most lucrative persona in the segment.

Underperforming on ChatGPT with a 15% mention rate and poor average positioning (8.5) compared to Runway and Synthesia.

Opportunities

Bridge the gap between technical precision and commercial reliability by targeting 'trusted' and 'safety' keyword clusters.

Displace lower-performing competitors like Pika Labs by aggressively targeting professional studio production queries on Gemini, where the brand already shows promise.

Highest-Impact Actions
1

Publish and index technical documentation focused on 'Professional Video APIs' and 'Custom Production Workflows'.

Moonvalley is currently invisible in technical integration queries, allowing Runway and Adobe to dominate the enterprise-ready narrative.

2

Develop content specifically addressing 'Commercial Safety and Licensing' to appeal to the High-Stakes Commercial Producer persona.

With only 7% visibility for this persona, the brand must overcome the perception that it is a hobbyist tool rather than a professional solution.

3

Optimize for ChatGPT visibility by securing mentions in third-party listicles and comparisons for 'Professional AI Video'.

ChatGPT's 15% mention rate is the brand's weakest platform link; improving this is vital for capturing the broadest segment of the market.

Value Proposition

The world's first commercially-safe AI video model trained exclusively on licensed data, offering filmmakers studio-grade quality with frame-perfect directorial control and no legal gray zones.

Overview

Moonvalley is an AI video generation company that develops Marey, a commercially-safe foundational AI model for filmmakers. They specialize in studio-grade image-to-video and text-to-video generation with precise directorial controls, trained exclusively on licensed footage.

Mission

To provide filmmakers with precision AI tools that meet the exacting standards of professional cinematography while ensuring commercial safety through ethically-sourced training data.

Products & Services
Marey AI video generation modelImage-to-video generationText-to-video generationCamera control and motion transfer toolsAPI access for developers
Current State

Visibility Landscape

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

ChatGPTChatGPT
ClaudeClaude
GeminiGemini
AI OverviewsAI Overviews

Reputation1q

Brand recognition & direct queries

0
97
97
97
“What do you know about Moonvalley? What do they do and what's their reputation?”
No
#1
#1
#1

Core5q

Product/service category queries

33
60
43
26
“what's the best ai video tool for professional filmmakers right now that gives you actual camera control”
#10
No
#5
No
“suggest some ai video models that won't get my agency sued for copyright issues, specifically ones trained on licensed footage”
No
#5
No
#6
“best ai video APIs for building a custom production workflow for my studio”
No
No
No
No
“i need an ai video generator that can do high quality image to video for a commercial project, any suggestions?”
#7
#4
#5
No
“how can i get precise camera motion and frame-perfect control in ai generated video”
No
#3
#19
No

Growth Areas1q

Adjacent, aspirational & visionary

0
0
0
0
“what are the most trusted ai video generation companies for professional work right now”
No
No
No
No
ChatGPT
Claude
Gemini
AI Overviews

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

ChatGPTNo
Claude#1
Gemini#1
AI Overviews#1

“what's the best ai video tool for professional filmmakers right now that gives you actual camera control”

ChatGPT#10
ClaudeNo
Gemini#5
AI OverviewsNo

“suggest some ai video models that won't get my agency sued for copyright issues, specifically ones trained on licensed footage”

ChatGPTNo
Claude#5
GeminiNo
AI Overviews#6

“best ai video APIs for building a custom production workflow for my studio”

ChatGPTNo
ClaudeNo
GeminiNo
AI OverviewsNo

“i need an ai video generator that can do high quality image to video for a commercial project, any suggestions?”

ChatGPT#7
Claude#4
Gemini#5
AI OverviewsNo

“how can i get precise camera motion and frame-perfect control in ai generated video”

ChatGPTNo
Claude#3
Gemini#19
AI OverviewsNo

“what are the most trusted ai video generation companies for professional work right now”

ChatGPTNo
ClaudeNo
GeminiNo
AI OverviewsNo
Competitive Landscape
1
Runway
39 mentions
2
Synthesia
30 mentions
3
HeyGen
16 mentions
4
Luma Dream Machine
16 mentions
5
Luma AI
14 mentions
6
Pika Labs
13 mentions
7
Adobe
13 mentions
8
Moonvalley
13 mentions
9
D-ID
12 mentions
10
Adobe Stock
12 mentions
11
Adobe Firefly
11 mentions
Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Dominant 50% mention rate among Precision-Focused Cinematographers, indicating strong alignment with technical users.

Strength

High-ranking performance on Claude (Pos #3) for specific queries regarding precise camera motion and frame-perfect control.

Strength

Strong brand identity and retrieval during direct 'vibe checks' across Claude, Gemini, and AI Overviews.

Recommended Actions

1

Publish and index technical documentation focused on 'Professional Video APIs' and 'Custom Production Workflows'.

Moonvalley is currently invisible in technical integration queries, allowing Runway and Adobe to dominate the enterprise-ready narrative.

2

Develop content specifically addressing 'Commercial Safety and Licensing' to appeal to the High-Stakes Commercial Producer persona.

With only 7% visibility for this persona, the brand must overcome the perception that it is a hobbyist tool rather than a professional solution.

3

Optimize for ChatGPT visibility by securing mentions in third-party listicles and comparisons for 'Professional AI Video'.

ChatGPT's 15% mention rate is the brand's weakest platform link; improving this is vital for capturing the broadest segment of the market.

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.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI Overviews
Professional Studio Video Production(3 queries)

“what's the best ai video tool for professional filmmakers right now that gives you actual camera control”

0/4 platforms mentioned

Core
ChatGPTChatGPT
1.Mark Roberts Motion Control
2.Bolt Cinebot
3.Mo-Sys
4.Radamec
5.Skydio

+28 more

ClaudeClaude
1.Runway Gen-3
2.Synthesia
3.HeyGen
4.Adobe Firefly
5.Premiere

+1 more

GeminiGemini
1.Runway
2.Gen-3 Alpha
3.Gen-2
4.Luma Dream Machine
5.Kling AI

+5 more

AI OverviewsAI Overviews
1.Runway Gen-4.5
2.Luma Dream Machine
3.Runway
4.Multi-Motion Brush
5.Act-Two

+8 more

“i need an ai video generator that can do high quality image to video for a commercial project, any suggestions?”

0/4 platforms mentioned

Core
The High-Stakes Commercial Producer · Executive Producer
ChatGPTChatGPT
1.D-ID
2.Creative Reality Studio
3.Synthesia
4.Unreal
5.MetaHuman

+16 more

ClaudeClaude
1.Runway Gen-3
2.Runway
3.Gen-2
4.Pika Labs
5.D-ID
GeminiGemini
1.Adobe Firefly Video Model
2.Adobe
3.Adobe Stock
4.Gen-2
5.Creative Cloud

+16 more

AI OverviewsAI Overviews
1.Adobe Firefly
2.Adobe Premiere Pro
3.After Effects
4.Google Veo 3.2
5.Google Workspace

+10 more

“how can i get precise camera motion and frame-perfect control in ai generated video”

0/4 platforms mentioned

Core
The High-Stakes Commercial Producer · Executive Producer
ChatGPTChatGPT
1.Unreal Engine
2.Unity
3.CineMachine
4.Blender
5.Epic

+11 more

ClaudeClaude
1.Pika Labs
2.ControlNet
3.Runway Gen-3
4.Gen-2
5.Descript

+4 more

GeminiGemini
1.Adobe Firefly Video Model
2.Adobe Firefly
3.Premiere Pro
4.Bria.ai
5.Getty

+18 more

AI OverviewsAI Overviews
1.Runway Gen-3 Alpha
2.Luma Dream Machine
3.Higgsfield
4.Kling
5.WAN

+7 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.

MRMC

markroberts.com

Web1 ref

Mo-Sys

mosys.tv

Web1 ref

Radamec

radamec.com

Web1 ref

Skydio

skydio.com

Web1 ref

DJI

dji.com

Web1 ref

Unreal Engine

unrealengine.com

Web1 ref

Promethean AI

prometheanai.com

Web1 ref

NVIDIA Omniverse

developer.nvidia.com

Web1 ref

Runway

runwayml.com

Web1 ref

Medium

medium.com

Blog1 ref

Lummi.ai

lummi.ai

Web1 ref

Luma AI

lumaal.com

Web1 ref

Higgsfield

higgsfield.ai

Web1 ref

We tested out the 14 best AI video generators for creatives - Lummi

lummi.ai

Web1 ref

The Top AI Video Models Entering 2026 | by Russell S.A. Palmer

russellsapalmer.medium.com

Blog1 ref
Brand Identity

Brand Voice & Style

How AI perceives Moonvalley's communication style and personality

Moonvalley communicates with the confident precision of a master cinematographer speaking to peers. The voice is authoritative yet accessible, blending technical expertise with creative passion. They speak in bold, declarative statements that convey certainty and craftsmanship. The tone respects the intelligence of professional filmmakers while remaining inspiring and aspirational. There's an underlying emphasis on integrity, ethics, and uncompromising quality that permeates all messaging.

Core Tone Traits

Authoritative & Precise

Commands respect through confident, declarative statements about capabilities and quality

Cinematic & Aspirational

Uses evocative language that speaks to the artistry and craft of filmmaking

Trustworthy & Ethical

Emphasizes commercial safety, licensed data, and professional integrity

Direct & Uncompromising

No hedging or qualifiers—bold claims backed by substance

Visual Identity

Primary

#0A0A0A

Secondary

#FFFFFF

Accent

#C4A962

Background

#FFFFFF

Foreground

#111111

Backing

Investors

B
Blue Moon

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.

Explore Artificial Intelligence

View all
Inference
Inference
64/100
Pika
Pika
63/100
Cartesia AI, Inc.
Cartesia AI, Inc.
60/100
Lexica
Lexica
53/100
Sync Labs
Sync Labs
48/100
NAVER CLOVA
NAVER CLOVA
48/100
Pendium
Pendium
48/100
BenchFlow
BenchFlow
42/100
Stella Foster
Stella Foster
40/100
Delphi
Delphi
40/100
Harmonic AI Inc.
Harmonic AI Inc.
40/100
Fundamental Research Labs
Fundamental Research Labs
38/100

Start getting
recommended by AI.

Enter your website to see exactly what ChatGPT, Claude, and Gemini say about your business. Free, instant, and eye-opening.

Free visibility scanResults in 2 minutesNo credit card required

Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.

Moonvalley is an AI video generation company that develops Marey, a commercially-safe foundational AI model for filmmakers. They specialize in studio-grade image-to-video and text-to-video generation with precise directorial controls, trained exclusively on licensed footage.

The world's first commercially-safe AI video model trained exclusively on licensed data, offering filmmakers studio-grade quality with frame-perfect directorial control and no legal gray zones.

AI Visibility Score

Moonvalley has an AI visibility score of 27/100, rated as low. This score reflects how often and how prominently Moonvalley appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

AI Perception Summary

Moonvalley has successfully carved out a niche as a technical leader for precision-focused cinematographers, yet it remains a ghost in the high-stakes commercial and enterprise sectors where competitors are currently winning. While Claude and Gemini recognize its superior camera motion controls, the brand is dangerously invisible in conversations regarding API integration and professional production trust.

Strengths

  • Dominant 50% mention rate among Precision-Focused Cinematographers, indicating strong alignment with technical users.
  • High-ranking performance on Claude (Pos #3) for specific queries regarding precise camera motion and frame-perfect control.
  • Strong brand identity and retrieval during direct 'vibe checks' across Claude, Gemini, and AI Overviews.

Visibility Gaps

  • Complete absence from Technical Integration and API Access queries, leaving the developer and workflow market to competitors.
  • Critically low 7% visibility among High-Stakes Commercial Producers, failing to capture the most lucrative persona in the segment.
  • Underperforming on ChatGPT with a 15% mention rate and poor average positioning (8.5) compared to Runway and Synthesia.

Competitors in AI Recommendations

  • Runway: 39 mentions
  • Synthesia: 30 mentions
  • HeyGen: 16 mentions
  • Luma Dream Machine: 16 mentions
  • Luma AI: 14 mentions
  • Pika Labs: 13 mentions
  • Adobe: 13 mentions
  • D-ID: 12 mentions
  • Adobe Stock: 12 mentions
  • Adobe Firefly: 11 mentions
  • Gen-2: 10 mentions
  • Runway Gen-3: 10 mentions
  • Topaz Video AI: 10 mentions
  • Runway Gen-3 Alpha: 10 mentions
  • DaVinci Resolve: 10 mentions

Categories: Artificial Intelligence