Moonvalley

Visibility24

Vibe66

Businesses/Artificial Intelligence/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

24/100

Low

Sentiment Score

66/100

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.

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

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

Agent Breakdown

AI Platforms

How often do different AI platforms reference Moonvalley?

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Conversation Analysis

Topics

What conversations is Moonvalley included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Moonvalley 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.

ChatGPT

Claude

Gemini

AI 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

ChatGPT

1.Mark Roberts Motion Control

2.Bolt Cinebot

3.Mo-Sys

4.Radamec

5.Skydio

+28 more

Claude

1.Runway Gen-3

2.Synthesia

3.HeyGen

4.Adobe Firefly

5.Premiere

+1 more

Gemini

1.Runway

2.Gen-3 Alpha

3.Gen-2

4.Luma Dream Machine

5.Kling AI

+5 more

AI 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

ChatGPT

1.D-ID

2.Creative Reality Studio

3.Synthesia

4.Unreal

5.MetaHuman

+16 more

Claude

1.Runway Gen-3

2.Runway

3.Gen-2

4.Pika Labs

5.D-ID

Gemini

1.Adobe Firefly Video Model

2.Adobe

3.Adobe Stock

4.Gen-2

5.Creative Cloud

+16 more

AI 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

ChatGPT

1.Unreal Engine

2.Unity

3.CineMachine

4.Blender

5.Epic

+11 more

Claude

1.Pika Labs

2.ControlNet

3.Runway Gen-3

4.Gen-2

5.Descript

+4 more

Gemini

1.Adobe Firefly Video Model

2.Adobe Firefly

3.Premiere Pro

4.Bria.ai

5.Getty

+18 more

AI Overviews

1.Runway Gen-3 Alpha

2.Luma Dream Machine

3.Higgsfield

4.Kling

5.WAN

+7 more

Commercial Safety And Licensing(1 query)

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

1/4 platforms mentioned

ChatGPT

1.Synthesia

2.Hour One

3.D-ID

4.Creative Reality Studio

5.Colossyan Creator

+13 more

Claude

1.Runway ML

2.Gen-3

3.Gen-2

4.Synthesia

5.HeyGen

+6 more

Gemini

1.Stable Video Diffusion

2.Sora

3.Adobe Firefly Video Model

4.Adobe Stock

5.Premiere Pro

+11 more

AI Overviews

1.Adobe

2.Adobe for Business

3.Adobe Stock

4.Firefly

5.Adobe Premiere Pro

6.Marey

+9 more

AI Video Platform Trust And Comparisons(1 query)

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

0/4 platforms mentioned

ChatGPT

1.Synthesia

2.D-ID

3.Runway

4.Adobe

5.Premiere Pro

+16 more

Claude

1.Runway ML

2.Gen-3

3.OpenAI Sora

4.Synthesia

5.D-ID

+4 more

Gemini

1.Synthesia

2.HeyGen

3.Hour One

4.Runway

5.Gen-3 Alpha

+15 more

AI Overviews

1.Higgsfield

2.Synthesia

3.HeyGen

4.Colossyan

5.Manus

+10 more

Technical Integration And API Access(1 query)

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

0/4 platforms mentioned

ChatGPT

1.Runway Gen

2.Runway API

3.Synthesia

4.Pika Labs

5.Replicate

+47 more

Claude

1.Runway ML

2.Synthesia

3.HeyGen

4.EdenAI

5.Cloudinary Video API

+5 more

Gemini

1.Runway

2.Runway Gen-3 Alpha API

3.Gen-2

4.Luma Dream Machine API

5.Luma

+15 more

AI Overviews

1.Runway Gen-3/Gen-4

2.WaveSpeedAI

3.Kling 2.0

4.Alibaba

5.WAN 2.6

+18 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Gap

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

Gap

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

Gap

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

Opportunity

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

Opportunity

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

Technical Health

Site Health for AI Visibility

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

89/100

19 passed 1 warnings 2 issues

Audited 2/27/2026

Crawlability100

Can AI bots find your pages?

Technical100

SSL, mobile, doctype basics

On-Page SEO84

Titles, descriptions, headings

Content Quality60

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

Critical Issues

Page has no H1 heading

Add a single H1 tag as the main page heading.

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

Few headings on page

Add more H2 and H3 headings to organize content into sections.

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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

Competitive Landscape

Related Ecosystem

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

Runway39 mentions

Synthesia30 mentions

HeyGen16 mentions

Luma Dream Machine16 mentions

Luma AI14 mentions

Pika Labs13 mentions

Adobe13 mentions

Moonvalley13 mentions

D-ID12 mentions

Adobe Stock12 mentions

Adobe Firefly11 mentions

Source Intelligence

Citations

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

MRMC

http://markroberts.com/

Referenced in 1 query

Review

Mo-Sys

http://mosys.tv/

Referenced in 1 query

Review

Radamec

http://radamec.com/

Referenced in 1 query

Review

Skydio

http://skydio.com/

Referenced in 1 query

Review

DJI

http://dji.com/

Referenced in 1 query

Review

Unreal Engine

http://unrealengine.com/

Referenced in 1 query

Review

Promethean AI

http://prometheanai.com/

Referenced in 1 query

Review

NVIDIA Omniverse

http://developer.nvidia.com/omniverse

Referenced in 1 query

Review

Runway

http://runwayml.com/

Referenced in 1 query

Review

Medium

https://medium.com/

Referenced in 1 query

Review

Lummi.ai

https://lummi.ai/

Referenced in 1 query

Review

Luma AI

https://lumaal.com/

Referenced in 1 query

Review

Content Engineering

Goals & Content Ideas

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

Establish Technical Documentation Authority for Enterprise APIs

Address Moonvalley's invisibility in technical integration queries by publishing comprehensive, indexable documentation on Professional Video APIs and Custom Production Workflows. This content strategy will position Marey as the enterprise-ready solution that rivals Runway and Adobe, while social media amplifies technical credibility through developer-focused content and workflow demonstrations.

The Complete Guide to Integrating AI Video Generation into Your Production Pipeline

Why Custom Production Workflows Matter: A Technical Deep-Dive for Studio Engineers

5 API Features Professional Filmmakers Demand from AI Video Tools

How Enterprise Teams Are Building Custom Video Workflows with Frame-Perfect Control

Position Marey as the Commercial-Safe Professional Standard

Combat the 7% visibility among High-Stakes Commercial Producers by creating authoritative content addressing Commercial Safety and Licensing concerns. This goal transforms the perception of Moonvalley from hobbyist tool to the only legally bulletproof option for professional productions, using social proof and licensing clarity as key differentiators.

Licensed Data Only: Why Your Next Commercial Project Needs Legally Clear AI Video

The Hidden Legal Risks of AI-Generated Video That Studios Aren't Talking About

How One Production Company Avoided a Licensing Nightmare with Commercially-Safe AI

Commercial Safety Checklist: 7 Questions to Ask Before Using AI Video in Paid Work

Why Major Brands Are Demanding Proof of Training Data Licensing

Dominate Third-Party Comparisons and AI Listicles

Address ChatGPT's weak 15% mention rate by strategically securing placements in third-party listicles, comparison articles, and industry roundups for Professional AI Video queries. Social media will drive awareness of these placements and encourage industry publications to include Moonvalley in their AI video tool comparisons.

What the Top AI Video Comparison Articles Get Wrong About Professional Tools

Moonvalley vs. Competitors: The Frame-Perfect Control Difference Explained

10 Reasons Professional Studios Are Switching to Commercially-Safe AI Video

The Professional Filmmaker's Honest Assessment of Today's AI Video Options

Capture Studio Production Queries with Frame-Perfect Positioning

Leapfrog Runway in Professional Studio Video Production queries by amplifying Moonvalley's frame-perfect control capabilities across content that AI assistants reference. Building on existing Claude visibility for camera motion, this goal extends technical authority into broader production contexts through precision-focused messaging.

Frame-Perfect Control: The Feature That Separates Professional AI Video from the Rest

How Directorial Precision in AI Video Changes Everything for Studio Productions

Beyond Basic Generation: Why Frame-Level Control Matters for Serious Filmmakers

The Cinematographer's Guide to AI Video Tools with True Creative Control

Case Study: Achieving Shot-by-Shot Precision with AI-Generated Footage

Content Engineering

Recommended Actions

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.

Impact: High

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.

Impact: High

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.

Impact: Medium

Leapfrog Runway in 'Professional Studio Video Production' queries by highlighting frame-perfect control features.

Moonvalley already ranks well for camera motion on Claude; translating this technical win into general production queries will drive authority.

Impact: Medium

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Backing

Investors

Blue Moon

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

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Ricursive Intelligence

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