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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Martini

Visibility0

Vibe50

Businesses/Software/Martini

AI Visibility & Sentiment

Martini

Martini is an AI video production platform designed for professional filmmakers, studios, and agencies. It provides a collaborative film set environment for creating AI-generated videos with precise camera control, integrated pipelines, and team collaboration features.

Active Monitoring

martini.film

Software YC25-26

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

AI Perception

Summary

Martini is currently a ghost in the AI discovery ecosystem, allowing competitors like Runway and DaVinci Resolve to define the narrative for high-end cinematic workflows. This total absence across all tested LLMs and professional personas creates a critical vacuum where Martini is effectively excluded from the consideration set of modern creative directors and VFX specialists.

Value Proposition

Built for directing, not just prompting—Martini puts filmmakers in the director's chair with camera control, integrated pipelines, and real-time team collaboration for professional AI video production.

Overview

Mission

To empower filmmakers to create the video they see in their head by providing professional-grade AI video production tools built around how filmmakers actually think and work.

Products & Services

AI video generation platformCamera control and virtual set toolsIntegrated image and video generation pipelineTeam collaboration workspaceMulti-model AI access (Veo, Kling, Sora, etc.)

Agent Breakdown

AI Platforms

How often do different AI platforms reference Martini?

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Conversation Analysis

Topics

What conversations is Martini included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Martini 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

High End Cinematic Production(2 queries)

“help me design a workflow for making a 30-second high-end commercial using AI video tools”

0/4 platforms mentioned

ChatGPT

1.Midjourney

2.Leonardo.ai

3.Adobe Firefly

4.Runway

5.Pika Labs

+32 more

Claude

1.Runway Gen-3

2.Pika 2.0

3.Synthesia

4.HeyGen

5.Midjourney

+13 more

Gemini

1.Claude 3.5 Sonnet

2.Midjourney v6.1

3.Runway Gen-3 Alpha

4.Kling AI

5.Luma Dream Machine

+6 more

AI Overviews

1.LTX Studio

2.Nano Banana Pro

3.Google Veo 3.1

4.Runway Gen-4

5.Kling AI 2.6

+4 more

“what tools should i use to turn AI-generated images into high-quality cinematic video for a client project”

0/4 platforms mentioned

ChatGPT

1.Stable Diffusion

2.Midjourney

3.Leonardo

4.NeRF

5.Unreal

+55 more

Claude

1.Runway Gen-3

2.Luma Dream Machine

3.Runway

4.Stability Video

5.Stable Diffusion Video

+12 more

Gemini

1.Runway Gen-3 Alpha

2.Luma Dream Machine

3.Kling AI

4.Midjourney

5.ComfyUI

+7 more

AI Overviews

1.Google Veo 3.2

2.Kling AI

3.Luma Dream Machine

4.Runway

5.Adobe Firefly Video

+4 more

Directorial Control & Camera Tools(1 query)

“how can i get precise camera control and specific angles in AI video generation”

0/4 platforms mentioned

ChatGPT

1.Blender

2.Unreal

3.Unity

4.ControlNet

5.Deforum

+31 more

Claude

1.Runway ML

2.Pika

3.Synthesia

4.Domo

5.Deforum

+9 more

Gemini

1.Runway

2.Gen-2

3.Gen-3 Alpha

4.Pika Labs

5.Luma Dream Machine

+9 more

AI Overviews

1.Runway

2.Gen-3 Alpha Turbo

3.Higgsfield AI

4.Luma AI

5.Dream Machine

+4 more

Team Collaboration & Studio Workflows(1 query)

“best platforms for a creative team to collaborate on AI video projects together”

0/4 platforms mentioned

ChatGPT

1.Runway

2.Descript

3.Adobe

4.Premiere Pro

5.Adobe Firefly

+24 more

Claude

1.Runway

2.Descript

3.Adobe Firefly

4.Creative Cloud

5.Premiere Pro

+8 more

Gemini

1.Runway

2.Gen-3 Alpha

3.Frame Interpolation

4.Motion Brush

5.Kaiber

+21 more

AI Overviews

1.Runway

2.Runway Gen-3 Alpha

3.HeyGen

4.Adobe Premiere Pro

5.Adobe Firefly

+13 more

Professional Video Platform Evaluation(1 query)

“what are the most trusted AI video platforms for professional film studios right now”

0/4 platforms mentioned

ChatGPT

1.Epic Games

2.Unreal Engine

3.MetaHuman Creator

4.NVIDIA Omniverse

5.Unity

+37 more

Claude

1.DaVinci Resolve

2.Blackmagic Design

3.Fusion

4.Fairlight

5.Adobe Creative Cloud Suite

+7 more

Gemini

1.Runway

2.Gen-3 Alpha

3.Motion Brush

4.Director Mode

5.Luma AI

+28 more

AI Overviews

1.Multi Motion Brush

2.Act-Two

3.Google Flow

4.NLE

5.Adobe Premiere Pro

+1 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

The brand currently lacks negative sentiment or historical bias in AI models, offering a pristine 'blank canvas' for strategic positioning and identity building.

Gap

Total lack of presence in High-End Cinematic Production queries, which are currently being captured by Luma Dream Machine and Runway.

Gap

Zero visibility among the High-End Agency Creative Director and Technical VFX Pipeline Specialist personas, two critical demographics for professional software adoption.

Gap

Complete absence from Directorial Control & Camera Tools discussions, a high-intent category where users are actively seeking precise software solutions.

Opportunity

Capturing the 'Professional Video Platform Evaluation' query space by positioning Martini as the enterprise-grade alternative to consumer-focused AI video generators.

Opportunity

Leveraging the 'Team Collaboration & Studio Workflows' gap where even top competitors like Frame.io show lower-than-average dominance.

Opportunity

Building a narrative around technical precision to win over the Technical VFX Pipeline Specialist persona who currently lacks a go-to AI software recommendation.

Technical Health

Site Health for AI Visibility

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

90/100

17 passed 4 warnings

Audited 2/27/2026

Crawlability96

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO93

Titles, descriptions, headings

Content Quality73

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG87

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 (28 characters)

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

Content may be too short

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

Missing Open Graph tags for social sharing

Add og:title, og:description, and og:image meta tags.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Martini's communication style and personality

Martini communicates with the confident expertise of a seasoned filmmaker who understands both the creative and technical sides of video production. The voice is professional yet accessible, speaking directly to fellow creatives without condescension. It emphasizes empowerment and creative control, positioning the tool as an extension of the filmmaker's vision rather than a replacement. The tone balances technical capability with artistic aspiration, using film industry terminology naturally while remaining welcoming to those exploring AI video production.

Core Tone Traits

Professional & Industry-Savvy

Uses authentic filmmaking terminology and speaks as a peer to creative professionals

Empowering & Visionary

Focuses on enabling creative control and bringing the filmmaker's vision to life

Clear & Direct

Communicates features and benefits without jargon or unnecessary complexity

Collaborative & Community-Driven

Emphasizes teamwork, shared creativity, and the growing community of AI filmmakers

Competitive Landscape

Related Ecosystem

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

Runway24 mentions

DaVinci Resolve19 mentions

Midjourney15 mentions

Adobe Premiere Pro15 mentions

Frame.io14 mentions

Luma Dream Machine14 mentions

ElevenLabs13 mentions

Topaz Video AI13 mentions

Synthesia12 mentions

Kling AI12 mentions

Martini0 mentions

Source Intelligence

Citations

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

The 18 best AI video generators in 2026 - Zapier

https://zapier.com/blog/best-ai-video-generator/

Referenced in 3 queries

Review

How to make short ads that feel real with A.I. Here’s my ...

https://www.instagram.com/reel/DN8hnShiEgn/

Referenced in 1 query

Pitch Story

10 AI Tools Transforming Video Production in 2026

https://beverlyboy.com/film-technology/10-ai-tools-transforming-video-production-in-2026/

Referenced in 2 queries

Review

Top AI video tools for marketing in 2026 : r/advertising - Reddit

https://www.reddit.com/r/advertising/comments/1q3xoyr/top_ai_video_tools_for_marketing_in_2026/

Referenced in 1 query

Join Discussion

The NEW Way to Make AI UGC Ads in 2026

https://www.youtube.com/watch?v=5NoTEUtr2gU&t=144

Referenced in 1 query

Pitch Story

Create Professional AI Videos with This Secret Workflow

https://www.youtube.com/watch?v=_I6qcTwG8yE

Referenced in 1 query

Pitch Story

5 AI Video Tools Worth Using in 2026 (Out of 19 Tested)

https://medium.com/no-time/5-ai-video-tools-worth-using-in-2026-out-of-19-tested-07ef71b59f82

Referenced in 1 query

Review

Best AI Video Tools for Realistic Commercials (with Unlimited ...

https://www.reddit.com/r/artificial/comments/1o50n4m/best_ai_video_tools_for_realistic_commercials/

Referenced in 1 query

Join Discussion

5 AI Video Editing Tools Filmmakers Are Loving in 2026

https://beverlyboy.com/film-technology/5-ai-video-editing-tools-filmmakers-are-loving-in-2026/

Referenced in 2 queries

Review

How To Use AI In A Video Marketing Strategy - LTX Studio

https://ltx.studio/blog/ai-video-marketing

Referenced in 1 query

Review

nerfstudio.dev

http://nerfstudio.dev/

Referenced in 1 query

Review

Nano Banana Pro Camera Control: One Image, Infinite Angles ...

https://www.youtube.com/watch?v=SpVc34QPCo8&t=16

Referenced in 1 query

Pitch Story

Content Engineering

Recommended Actions

Deploy an AI-optimized Knowledge Graph strategy focused on 'Directorial Control' and 'Camera Tools'.

Martini's zero visibility in these high-intent queries is a direct result of LLMs lacking structured data regarding the software's specific technical capabilities.

Impact: High

Launch a high-authority PR campaign targeting VFX and cinematic industry publications.

Claude and Gemini prioritize third-party citations; the current 0% mention rate across these platforms is driven by a lack of external validation in the high-authority datasets they crawl.

Impact: High

Create and index 'AI-Native Workflow' guides specifically for the Creative Director persona.

Competitors like Adobe and DaVinci Resolve are winning on brand name, but there is a clear opening for Martini to own the narrative on how AI integrates into high-end, 30-second commercial production workflows.

Impact: Medium

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