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

Get a demo

Decart

Visibility42

Vibe82

Businesses/Artificial Intelligence/Decart

AI Visibility & Sentiment

Decart

Decart is an AI research lab building the fastest visual AI systems ever made. They specialize in real-time video generation and editing technology, with their flagship product Lucy 2.0 enabling high-fidelity video transformations with minimal latency for both consumer applications and industrial workloads.

Active Monitoring

decart.ai

Artificial Intelligence

AI Visibility Score

42/100

Moderate

Sentiment Score

82/100

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 Decart today.

Decart has successfully dominated the technical niche for real-time video generation within Google AI Overviews, yet it remains a ghost in ChatGPT and broader enterprise trust discussions. While technical personas like the Infrastructure CTO recognize Decart for low-latency APIs, the brand is currently being outpaced by Synthesia and Runway in high-value professional production and scaling queries.

Value Proposition

The most efficient AI lab in the world, delivering the fastest visual AI systems that understand the world, transform video live, and scale from consumer apps to industrial workloads with cutting-edge efficiency and custom low-level engineering.

Overview

Mission

Building the fastest visual AI systems ever made, powered by cutting-edge efficiency and custom low-level engineering.

Products & Services

Lucy 2.0 real-time video generation modelAPI platform for video AILive video editing toolsCharacter swap technologyEnterprise video AI solutions

Current State

Visibility Landscape

A high-level view of how Decart 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	40	19	71
Core Topics Product/service category queries	0	38	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

Synthesia

15 mentions

Runway

14 mentions

NVIDIA

13 mentions

HeyGen

11 mentions

AWS

8 mentions

RunwayML

8 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Exceptional performance in Google AI Overviews with a 53% mention rate, specifically leading rankings for 'real-time video generation' and 'low latency api' queries.

Strength

High relevance among technical personas, achieving a #1.5 average position with Infrastructure-Focused Startup CTOs.

Strength

Strong brand-vibe check performance across all tested platforms, indicating clear identity when specifically searched.

Recommended Actions

Execute a ChatGPT-focused indexing strategy through high-authority tech PR and documentation updates.

A 0% mention rate on the world's most used AI platform is a critical failure that cedes the entire conversational discovery funnel to competitors.

Pivot content strategy to address 'Enterprise Scaling' and 'Professional Production' keywords.

Decart is currently siloed as a 'niche tool'; to grow, it must appear in queries where Synthesia and NVIDIA are currently the only mentioned solutions.

Optimize technical documentation for LLM crawling to maintain the lead in AI Overviews while improving average position on Claude.

Claude shows mixed sentiment and a lower mention rate (27%) than AI Overviews, suggesting the brand's technical advantages aren't being fully parsed by Anthropic's models.

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.

ChatGPT

Claude

Gemini

AI Overviews

Real Time Video Application Development(3 queries)

“help me find a low latency api for generating video in real time”

1/3 platforms mentioned

Core

Claude

1.Runway ML

2.Gen-3

3.Pika 1.0

4.Synthesia

5.Replicate

+5 more

Gemini

1.Amazon Web Services

2.AWS

3.FFmpeg

4.Google Cloud Platform

5.GCP

+12 more

AI Overviews

1.Decart AI

2.Lucy 2.0

3.Mirage LSD

4.fal.ai

5.Runware

+8 more

“what's the best way to integrate live character swap in a video call app”

1/3 platforms mentioned

Adjacent

The Infrastructure-Focused Startup CTO · Chief Technology Officer

Claude

1.Runway Gen-3

2.Decart AI

3.Facetime

4.LiveKit

5.ONNX

+9 more

Gemini

1.OpenCV

2.dlib

3.MediaPipe

4.Three.js

5.Unity

+24 more

AI Overviews

1.Banuba Face AR SDK

2.VideoSDK AI Character SDK

3.Akool Live Face Swap API

4.AKOOL

5.Amigo AI

+8 more

“recommend some fast video ai models for building interactive tools, specific apis to check please”

1/3 platforms mentioned

Core

The Infrastructure-Focused Startup CTO · Chief Technology Officer

Claude

1.Runway Gen-3

2.ElevenLabs Dubbing API

3.Comfy UI

4.RunPod

5.Pika 2.0

+1 more

Gemini

1.Luma AI

2.Stability AI

3.Stable Video Diffusion

4.SVD

5.Pika Labs

+7 more

AI Overviews

1.Decart AI

2.Lucy 2.0

3.Runway

4.Gen-3 Alpha Turbo

5.Veo 3 Fast

+12 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.

Real-Time Video AI API Platform | Decart AI Lab

decart.ai

Web1 ref

Google models | Generative AI on Vertex AI

docs.cloud.google.com

Web1 ref

How to Build Low-latency AI Video Avatars for Real-time ...

dev.to

Web1 ref

Best live streaming SDK and API providers for developers - Mux

mux.com

Social1 ref

Low-latency video AI API - Tavus

tavus.io

Web1 ref

Runware | One API for all AI

runware.ai

Web1 ref

Decart AI Lab | Real-Time Generative Video & Multimodal Models

decart.ai

Web1 ref

7 best AI video generator APIs - Shotstack

shotstack.io

Web1 ref

Build low-latency live streaming - Mux

mux.com

Social1 ref

Browse API-Ready AI Models - Runware

runware.ai

Web1 ref

Best Video Generation AI Models in 2026 - Pinggy

pinggy.io

Web1 ref

Ultimate Guide – The Best Open Source AI APIs of 2026 - SiliconFlow

siliconflow.com

Web1 ref

The 7 Best AI Image & Video Generation APIs

magichour.ai

Web1 ref

GetStream/Vision-Agents - GitHub

github.com

Code1 ref

AI-Powered Streaming Vision: Transforming Real-Time ...

strong.io

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Decart.

Synthesia15 mentions

Runway14 mentions

NVIDIA13 mentions

Decart13 mentions

HeyGen11 mentions

AWS8 mentions

RunwayML8 mentions

D-ID8 mentions

TensorRT8 mentions

Pika Labs8 mentions

Replicate7 mentions

Brand Identity

Brand Voice & Style

How AI perceives Decart's communication style and personality

Decart communicates with confident technical authority while maintaining accessibility for developers and business stakeholders alike. Their voice emphasizes efficiency, speed, and cutting-edge innovation without being overly complex. They balance bold claims about being 'the most efficient AI lab in the world' with substantive technical credibility, creating a tone that is ambitious yet grounded in engineering excellence.

Core Tone Traits

Technically Confident

Makes bold claims backed by engineering expertise and measurable performance

Innovation-Forward

Emphasizes cutting-edge technology and pushing boundaries of what's possible

Developer-Centric

Speaks directly to technical audiences with clear, actionable messaging

Efficiency-Obsessed

Consistently highlights speed, performance, and optimization as core values

Backing

Investors

Sequoia

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.