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

SVT Robotics

Visibility38

Vibe100

Businesses/Enterprise Software/SVT Robotics

AI Visibility & Sentiment

SVT Robotics

SVT Robotics provides an integration platform as a service (iPaaS) specifically designed for supply chain automation. Their SOFTBOT Platform enables companies to quickly integrate, monitor, and scale warehouse automation technologies like robots and AMRs without custom code, reducing deployment time and minimizing downtime.

Active Monitoring

svtrobotics.com

Enterprise Software Startups

AI Visibility Score

38/100

Low

Sentiment Score

100/100

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 SVT Robotics today.

SVT Robotics maintains a dominant stronghold within Google's AI ecosystem, securing an 81% mention rate on Gemini, yet remains nearly invisible to users on ChatGPT and Claude. While the brand is successfully captured by the 'Supply Chain Transformation VP' persona, it suffers from a critical lack of recognition among IT Infrastructure Architects and across high-intent fleet monitoring queries.

Value Proposition

Deploy, monitor, and scale supply chain automation faster with prebuilt, tech-agnostic integrations that eliminate custom code and reduce unplanned downtime

Overview

Mission

We're on a mission to make automation accessible to all

Products & Services

SOFTBOT Platform - iPaaS for supply chain integrationSOFTBOT Connectors - prebuilt integrations for automation technologiesMulti-site monitoring and alerting dashboardAutomated troubleshooting and performance visibility toolsSVT Experience Center - demonstration facility

Current State

Visibility Landscape

A high-level view of how SVT Robotics 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	24	68	44
Core Topics Product/service category queries	14	35	80	17
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

Locus Robotics

24 mentions

Locus

21 mentions

Fetch

20 mentions

Blue Yonder

20 mentions

Körber

18 mentions

GreyOrange

15 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Exceptional performance on Gemini with an 81% mention rate and an average position of 5.2, indicating strong alignment with Google's indexing of industrial software.

Strength

High visibility for the 'Supply Chain Transformation VP' persona (56% mention rate) and top-tier rankings for 'industrial iPaaS' and 'WMS to AMR' integration queries.

Strength

Strong brand authority in 'vibe check' queries across all platforms, confirming that once the brand is triggered, the AI sentiment is universally positive.

Recommended Actions

Execute a Technical SEO campaign targeting OpenAI and Anthropic crawlers.

SVT’s near-total absence on ChatGPT and Claude suggests a lack of inclusion in the training sets or RAG pipelines used by these models, requiring a focused push of structured data and third-party mentions.

Develop and index long-form content specifically addressing 'multi-robot fleet monitoring'.

The brand is currently unmentioned in queries regarding monitoring robots from different brands, a major functional gap that competitors are starting to fill.

Refine the technical documentation for the IT Infrastructure Architect persona.

The low mention rate (19%) and poor positioning (9.3) among IT Architects indicate that the current content is too high-level and lacks the technical depth these AI personas seek.

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

Supply Chain Integration & Deployment Strategy(3 queries)

“how to get robots from different brands to talk to each other without writing a ton of custom code”

0/4 platforms mentioned

Core

ChatGPT

1.ROS 2

2.OPC UA

3.MQTT

4.AMQP

5.Kafka

+20 more

Claude

1.ROS

2.Universal Robots

3.KUKA

4.ABB

5.OPC UA

+8 more

Gemini

1.InOrbit

2.MiR

3.Locus bot

4.Formant

5.Meili FMS

+16 more

AI Overviews

1.Advantech

2.IMTS – The International Manufacturing Technology Show

3.Intrinsic Flowstate

4.Alphabet

5.KUKA

+9 more

“best way to connect a warehouse management system to new AMRs quickly, any specific platforms?”

2/4 platforms mentioned

Core

The High-Growth 3PL Operations Director · Director of Operations

ChatGPT

1.Locus Robotics

2.Mobile Industrial Robots (MiR)

3.MiR Fleet Server

4.OTTO Motors

5.Clearpath

+21 more

Claude

1.Shopify Flow

2.Zapier

3.MuleSoft

4.Boomi

5.Locus Robotics Dashboard API

+3 more

Gemini

1.SVT Robotics

2.SOFTBOT Platform

3.Locus

4.Fetch

5.Freedom Robotics

+6 more

AI Overviews

1.Deposco

2.SVT Robotics

3.SOFTBOT Platform

4.Tecsys

5.InOrbit

+13 more

“how to speed up deployment of warehouse automation when our IT team is already at capacity”

1/4 platforms mentioned

Adjacent

The High-Growth 3PL Operations Director · Director of Operations

ChatGPT

1.Dematic

2.Honeywell Intelligrated

3.Vanderlande

4.Bastian Solutions

5.Locus Robotics

+22 more

Claude

1.Mecalux Easy WMS

2.Fortna

3.Zebra Savanna

4.Blue Yonder

5.Manhattan Associates

+4 more

Gemini

1.SVT Robotics

2.SOFTBOT Platform

3.GreyOrange

4.GreyMatter

5.Locus

+9 more

AI Overviews

1.NetSuite

2.Numina Group

3.Exotec

4.tSort

5.Chameleon®

+2 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.

SyncOS™ Integrator: The world's first no-code and vendor ...

youtube.com

Video1 ref

Understanding Industrial Communication Protocols - Advantech

advantech.com

Web1 ref

What Is Commercial Off-the-Shelf Software for Robots? - IMTS

imts.com

Web1 ref

Robot Communication Protocols: A Comprehensive Guide

thinkrobotics.com

Web1 ref

Revolutionizing Manufacturing With Industrial Protocols - CoreTigo

coretigo.com

Web1 ref

Device-Agnostic Platforms for Multi-Brand Robot Integration

kabam.ai

Web1 ref

What are the Top 10 Industrial Automation Protocols? - Festo

festo.com

Web1 ref

Interoperability for Robot Fleets - InOrbit.AI

inorbit.ai

Web1 ref

Robot communication methods - Automate UK

automate-uk.com

Web1 ref

How to get robots to talk to each other - Universal Robots

universal-robots.com

Web1 ref

SyncroBot - Fleet Management for Fast AMR & AGV Deployment

syncrobot.io

Web1 ref

Our pick of the most interesting software tools for robots

leorover.tech

Web1 ref

Common communication protocols used in industrial robots

eureka.patsnap.com

Web1 ref

Warehouse Management Dashboard | LocusView Insights

locusrobotics.com

Web1 ref

See Your Facility Like Never Before - Boston Dynamics

bostondynamics.com

Web1 ref

Competitive Landscape

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

Locus Robotics24 mentions

Locus21 mentions

Fetch20 mentions

Blue Yonder20 mentions

SVT Robotics20 mentions

Körber18 mentions

GreyOrange15 mentions

Boomi15 mentions

Workato14 mentions

InOrbit13 mentions

MiR13 mentions

Brand Identity

Brand Voice & Style

How AI perceives SVT Robotics's communication style and personality

SVT Robotics communicates with a confident, technically knowledgeable voice that balances enterprise credibility with approachable clarity. They position themselves as problem-solvers who understand the real pain points of supply chain integration, using concrete examples and customer success stories to demonstrate value. The tone is professional but not stuffy, emphasizing speed, simplicity, and practical outcomes over technical jargon.

Core Tone Traits

Solution-Oriented & Practical

Focuses on solving real integration challenges with clear, actionable solutions

Technically Credible

Demonstrates deep supply chain and automation expertise without overwhelming jargon

Confident & Innovative

Positions as industry leaders transforming how automation is deployed

Customer-Centric

Emphasizes customer success stories and tangible business outcomes

Backing

Investors

Cowboy Ventures

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 28, 2026.