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

Remy AI

Visibility0

Vibe88

Businesses/Robotics & Automation/Remy AI

AI Visibility & Sentiment

Remy AI

Remy AI builds dexterous robots for warehouse fulfillment automation, specifically designed for third-party logistics providers (3PLs). Their AI-powered robots can handle packing, kitting, picking, and receiving tasks while adapting to new SKUs without reprogramming, offering flexible deployment that fits the dynamic nature of 3PL operations.

Active Monitoring

tryremy.ai

Robotics & Automation YC25-26

AI Visibility Score

0/100

Invisible

Sentiment Score

88/100

Score by Priority

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 Remy AI today.

Remy AI exists in a strategic vacuum where it is perfectly recognized by name but remains entirely invisible in the category-defining conversations that drive 3PL and robotics purchasing decisions. While competitors like Locus Robotics and 6 River Systems dominate high-intent queries about seasonal scaling and dexterous automation, Remy AI is currently missing a massive opportunity to leverage its indexed brand identity into actual solution-based recommendations.

Working in your favor

Perfect 100% visibility in direct brand 'vibe check' queries across ChatGPT, Claude, Gemini, and AI Overviews, confirming the brand is successfully indexed.

Consistent sentiment profile across all platforms when the brand is specifically prompted.

Gaps to close

Total absence in queries regarding 'dexterous robotic arms' and 'packing stations,' leaving RightHand Robotics and Universal Robots as the default AI recommendations.

Zero visibility for the 'Bootstrapped 3PL Owner' persona, specifically missing out on 'warehouse robot rental' and 'low barrier to entry' searches.

Complete lack of presence in comparative 'best of' lists for mid-sized 3PL automation, a category currently dominated by Locus Robotics.

Opportunities

Capturing the 'Robotics-as-a-Service' (RaaS) narrative to displace incumbents in 'warehouse robot rental' searches.

Positioning as the primary solution for 'seasonal spikes' without hiring, targeting the 'Seasonal Ops Specialist' who is currently underserved by Remy AI's content.

Highest-Impact Actions

Publish a series of technical deep-dives on 'Dexterous Packing Automation' and 'Flexible 3PL Scaling.'

The brand is currently ignored in these specific intent-based queries; detailed, indexed content will bridge the gap between brand awareness and category solution.

Develop and index a 'Robotics-as-a-Service (RaaS) for 3PLs' comparison guide.

Competitors are winning the 'rental' and 'low barrier' queries; Remy AI needs to explicitly link its brand to these commercial terms to reach the Bootstrapped 3PL persona.

Deploy 'Remy AI vs. [Competitor]' comparison pages focused on Locus Robotics and 6 River Systems.

LLMs often rely on comparison data to provide recommendations; this will force Remy AI into the consideration set during multi-brand warehouse automation queries.

Value Proposition

AI-powered robots that deploy in under 30 days, adapt to new products without reprogramming, and offer flexible rental pricing—making warehouse automation finally accessible and practical for 3PLs who need to scale up and down with demand.

Overview

Mission

To bring practical, flexible automation to the 80% of 3PLs that currently have zero automation, making warehouse robotics accessible at a cost that makes sense for their margins.

Products & Services

Dexterous robotic arms for packing stationsKitting automation for multi-item ordersFlexible picking robotsReceiving and sorting automationFlexible robot rental model

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	97	97	97	97
“What do you know about Remy AI? What do they do and what's their reputation?”	#1	#1	#1	#1
Core2q Product/service category queries	0	0	0	0
“what are the best dexterous robotic arms for packing stations and kitting right now”	No	No	No	No
“best warehouse automation for 3pls that change products every month and need fast setup”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	0	0	0	0
“how to handle seasonal spikes in my 3pl warehouse without hiring a hundred temps”	No	No	No	No
“warehouse robot rental options for companies that don't want a huge upfront cost”	No	No	No	No
“most reliable warehouse automation companies for mid-sized 3pls”	No	No	No	No

“What do you know about Remy AI? What do they do and what's their reputation?”

“what are the best dexterous robotic arms for packing stations and kitting right now”

“best warehouse automation for 3pls that change products every month and need fast setup”

“how to handle seasonal spikes in my 3pl warehouse without hiring a hundred temps”

“warehouse robot rental options for companies that don't want a huge upfront cost”

“most reliable warehouse automation companies for mid-sized 3pls”

Competitive Landscape

Locus Robotics

34 mentions

6 River Systems

17 mentions

RightHand Robotics

13 mentions

Blue Yonder

11 mentions

Chuck

11 mentions

Universal Robots

10 mentions

AutoStore

9 mentions

Covariant

9 mentions

Dematic

9 mentions

FANUC

8 mentions

Remy AI

0 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Perfect 100% visibility in direct brand 'vibe check' queries across ChatGPT, Claude, Gemini, and AI Overviews, confirming the brand is successfully indexed.

Strength

Consistent sentiment profile across all platforms when the brand is specifically prompted.

Gap

Total absence in queries regarding 'dexterous robotic arms' and 'packing stations,' leaving RightHand Robotics and Universal Robots as the default AI recommendations.

Recommended Actions

Publish a series of technical deep-dives on 'Dexterous Packing Automation' and 'Flexible 3PL Scaling.'

The brand is currently ignored in these specific intent-based queries; detailed, indexed content will bridge the gap between brand awareness and category solution.

Develop and index a 'Robotics-as-a-Service (RaaS) for 3PLs' comparison guide.

Competitors are winning the 'rental' and 'low barrier' queries; Remy AI needs to explicitly link its brand to these commercial terms to reach the Bootstrapped 3PL persona.

Deploy 'Remy AI vs. [Competitor]' comparison pages focused on Locus Robotics and 6 River Systems.

LLMs often rely on comparison data to provide recommendations; this will force Remy AI into the consideration set during multi-brand warehouse automation queries.

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

Solving 3PL Flexibility And Labor Challenges(2 queries)

“how to handle seasonal spikes in my 3pl warehouse without hiring a hundred temps”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Wonolo

2.Instawork

3.Bluecrew

4.Kronos

5.UKG

+28 more

Claude

1.Manhattan Associates

2.Blue Yonder

3.Prophet

Gemini

1.Locus Robotics

2.6 River Systems

3.Chuck

4.Optricity

5.OptiSlot

+10 more

AI Overviews

1.Hire Staffing

2.Measuredability

3.Locus Robotics

4.Pregis Sharp™ MaxPro

5.Pregis LLC

+3 more

“best warehouse automation for 3pls that change products every month and need fast setup”

0/4 platforms mentioned

Core

The Bootstrapped 3PL Owner · Owner/Operator

ChatGPT

1.3PL Central

2.SkuVault

3.ShipHero

4.NetSuite WMS

5.Honeywell Vocollect

+21 more

Claude

1.Locus Robotics

2.Mobile Industrial Robots

3.MiR

4.Zebra Technologies

5.Fetch Robotics

Gemini

1.Locus Robotics

2.LocusBots

3.6 River Systems

4.Chuck

5.Voodoo Robotics

+6 more

AI Overviews

1.Exotec Skypod System

2.Nimble Robotics

3.Mobile Industrial Robots

4.ShipHero

5.SnapFulfil

+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.

Seven Strategies for Adapting Warehouses to Peak-Season Fulfillment

supplychainbrain.com

Remy AI

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Remy AI

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.