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

Score by Reach

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 Martini today.

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.)

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	0	0	0	0
Core Topics Product/service category queries	0	0	0	0
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

Runway

24 mentions

DaVinci Resolve

19 mentions

Midjourney

15 mentions

Adobe Premiere Pro

15 mentions

Frame.io

14 mentions

Luma Dream Machine

14 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

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.

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.

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.

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.

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

Adjacent

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

Core

The High-End Agency Creative Director · Executive Creative Director

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

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 18 best AI video generators in 2026 - Zapier

zapier.com

Web1 ref

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

instagram.com

Web1 ref

10 AI Tools Transforming Video Production in 2026

beverlyboy.com

Web1 ref

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

reddit.com

Forum1 ref

The NEW Way to Make AI UGC Ads in 2026

youtube.com

Video1 ref

Create Professional AI Videos with This Secret Workflow

youtube.com

Video1 ref

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

medium.com

Blog1 ref

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

reddit.com

Forum1 ref

5 AI Video Editing Tools Filmmakers Are Loving in 2026

beverlyboy.com

Web1 ref

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

ltx.studio

Web1 ref

nerfstudio.dev

Web1 ref

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

youtube.com

Video1 ref

Change Video Framing and Camera Angles with ... - Luma AI

lumalabs.ai

Web1 ref

AI Camera Angle Control: Generate Multiple Product Views ...

nightjar.so

Web1 ref

A Guide to AI Camera Movement: How to Add Dynamic and ...

soundstripe.com

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention 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

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

Backing

Investors

Y Combinator

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.