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

AI Perception

Summary

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.

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

Agent Breakdown

AI Platforms

How often do different AI platforms reference Remy AI?

Loading explorer...

Conversation Analysis

Topics

What conversations is Remy AI included in — or excluded from?

Loading explorer...

Buyer Personas

Personas

Who does each AI platform recommend Remy AI to, and when?

Loading explorer...

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

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

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

Automating Complex Manual Tasks(1 query)

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

0/4 platforms mentioned

ChatGPT

1.Universal Robots

2.UR3e

3.UR5e

4.UR10e

5.KUKA LBR iiwa

+39 more

Claude

1.Universal Robots

2.UR10e

3.UR20

4.ABB

5.IRB 1200

+10 more

Gemini

1.Universal Robots

2.UR5e

3.UR10e

4.FANUC

5.CRX Series

+27 more

AI Overviews

1.FANUC M-20iB/25

2.Universal Robots UR20

3.Covariant

4.FANUC America

5.Blue Sky Robotics

+6 more

Lowering The Barrier To Entry For Robotics(1 query)

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

0/4 platforms mentioned

ChatGPT

1.Locus Robotics

2.6 River Systems

3.Shopify

4.OTTO Motors

5.Clearpath

+18 more

Claude

1.Flexport Robotics

2.KUKA

3.Universal Robots

4.Locus Robotics

5.Rexnord

+2 more

Gemini

1.Universal Robots

2.FANUC

3.Formic

4.Ricoh

5.Locus Robotics

+14 more

AI Overviews

1.Prime Robotics

2.Locus Robotics

3.inVia Robotics

4.Hirebotics

5.Formic

+3 more

Trust, Reviews, And Logistics Vendor Selection(1 query)

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

0/4 platforms mentioned

ChatGPT

1.AutoStore

2.Locus Robotics

3.Exotec

4.Skypod

5.6 River Systems

+25 more

Claude

1.Vecna Robotics

2.Locus Robotics

3.Honeywell Intelligrated

4.ABB Robotics

5.Exotec

+2 more

Gemini

1.Locus Robotics

2.LocusBots

3.6 River Systems

4.Ocado Group

5.Chuck

+12 more

AI Overviews

1.Deposco

2.Locus Robotics

3.AutoStore

4.Pio

5.GreyOrange

+6 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Gap

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

Gap

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

Opportunity

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

Opportunity

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

Technical Health

Site Health for AI Visibility

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

80/100

11 passed 4 warnings 3 issues

Audited 2/27/2026

Crawlability83

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO64

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG82

Open Graph, Twitter cards

AI Readability100

How well AI can parse your content

Critical Issues

Page has no meta description

Add a <meta name="description"> tag summarizing the page (150-160 characters).

Page has no H1 heading

Add a single H1 tag as the main page heading.

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

No robots.txt file found

Create a robots.txt file at your domain root. Optional but recommended.

2 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

Title is too short (7 characters)

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

Few headings on page

Add more H2 and H3 headings to organize content into sections.

Few internal links on this page

Add more internal links to related pages on your site.

+ 1 more warnings

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Remy AI's communication style and personality

Remy AI communicates with a direct, empathetic tone that acknowledges the real pain points of warehouse operators before presenting solutions. The voice is technically credible without being overly complex, balancing engineering expertise with practical business understanding. They use concrete numbers and specific examples to build trust, while maintaining an approachable, problem-solving demeanor that positions them as partners rather than vendors.

Core Tone Traits

Empathetic & Problem-Aware

Leads with understanding of customer pain points before presenting solutions

Technically Credible

Demonstrates deep expertise in AI and robotics without overwhelming jargon

Practical & Results-Focused

Emphasizes concrete outcomes like deployment time, cost savings, and flexibility

Confident yet Accessible

Speaks with authority backed by Oxford credentials while remaining approachable

Competitive Landscape

Related Ecosystem

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

Locus Robotics34 mentions

6 River Systems17 mentions

RightHand Robotics13 mentions

Blue Yonder11 mentions

Chuck11 mentions

Universal Robots10 mentions

AutoStore9 mentions

Covariant9 mentions

Dematic9 mentions

FANUC8 mentions

Remy AI0 mentions

Source Intelligence

Citations

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

Seven Strategies for Adapting Warehouses to Peak-Season Fulfillment

https://www.supplychainbrain.com/blogs/1-think-tank/post/38103-seven-strategies-for-adapting-warehouses-to-peak-season-fulfillment

Referenced in 1 query

Review

Navigating Seasonal Variability in Warehouse Operations

https://www.baconwork.com/blog/how-to-deal-with-seasonal-variability-in-warehouse-operations

Referenced in 1 query

Review

3 Proven Steps to Increase 3PL Productivity During Peak ...

https://www.pregis.com/knowledge-hub/3-proven-steps-to-increase-3pl-productivity-during-peak-season/

Referenced in 1 query

Review

Seasonal Warehouse Staffing: Proven Strategies for Peak ...

https://thinkhire.com/seasonal-warehouse-staffing-proven-strategies-for-peak-season/

Referenced in 1 query

Review

The Importance of Cross-Training Employees for Peak Season

https://measuredability.com/importance-of-cross-training-employees/

Referenced in 1 query

Review

Peak Season 2025 Survival Guide for Warehouses - Sellercloud

https://sellercloud.com/blog/peak-season-warehouse-optimization/

Referenced in 1 query

Review

Planning for Smart Warehouse Peak Seasons - Locus Robotics

https://locusrobotics.com/blog/smart-warehouse-peak-planning

Referenced in 1 query

Review

Effective strategies to fulfill faster during peak season and how ...

https://inviarobotics.com/blog/effective-strategies-to-fulfill-faster-during-peak-season-effective-strategies-to-fulfill-faster-during-peak-season-and-how-automation-helps/

Referenced in 1 query

Review

Peak Performance: How Flexible Warehousing Revolutionizes ...

https://flexe.com/articles/peak-performance-how-flexible-warehousing-revolutionizes-peak-season-logistics/

Referenced in 1 query

Review

Cross-training boosts warehouse efficiency by 20-25% - LinkedIn

https://www.linkedin.com/posts/warehouse-tips_when-volume-spikes-flexibility-wins-warehouses-activity-7395808578537836544-aICn

Referenced in 1 query

Pitch Story

Warehouse Peak Season: Top eCommerce Strategies for Success

https://locusrobotics.com/blog/warehouse-peak-ecommerce-strategies

Referenced in 1 query

Review

Cross-Training Warehouse Staff: Smart Strategy or Hidden Risk?

https://www.ascillc.com/post/cross-training-warehouse-staff-smart-strategy-or-hidden-risk

Referenced in 1 query

Review

Content Engineering

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.

Impact: High

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.

Impact: High

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.

Impact: Medium

Is this your business? We can help you improve your AI visibility.

Book a Free Strategy Session

Backing

Investors

Y Combinator

Data generated by Pendium.ai AI visibility scanning. Last scanned February 27, 2026.

Start getting recommended by AI

Enter your website to see exactly what ChatGPT, Claude, and Gemini say about your business. Free, instant, and eye-opening.

Free visibility scanResults in 2 minutesNo credit card required

Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.