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

Estimote

Visibility48

Vibe94

Businesses/Internet of Things (IoT) Hardware & Software/Estimote

AI Visibility & Sentiment

Estimote

Estimote is a pioneering IoT company specializing in location and proximity technologies. They develop programmable UWB (Ultra Wideband) tags and beacons that enable inch-level precision tracking for asset management, workplace automation, and safety applications across industries like warehousing, healthcare, and hospitality.

Active Monitoring

estimote.com

Internet of Things (IoT) Hardware & Software Startups

AI Visibility Score

48/100

Moderate

Sentiment Score

94/100

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 Estimote today.

Estimote has established itself as a preferred authority for Google's Gemini and AI Overviews, frequently securing the #1 position for specialized technical queries like museum proximity apps and LTE-enabled tracking. While dominating these high-intent Google surfaces, the brand faces a critical visibility deficit in ChatGPT, where it is often buried behind competitors like Pozyx and Decawave in broader industrial IoT discussions.

Value Proposition

Programmable UWB tags with inch-level precision that can be coded in JavaScript, connect directly to the cloud via LTE, and deploy at massive scale without requiring embedded engineering expertise

Overview

Mission

Building an operating system for the physical world where developers can use physical spaces as their canvas and apps are installed on places rather than devices

Products & Services

UWB Tags Dev KitProgrammable Bluetooth BeaconsLTE Beacons for Asset TrackingIndoor Location SDKCustom Form-Factor Hardware Solutions

Current State

Visibility Landscape

A high-level view of how Estimote 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	20	56	74	41
Core Topics Product/service category queries	76	76	97	87
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

Pozyx

20 mentions

Decawave

16 mentions

Zebra Technologies

13 mentions

Kontakt.io

13 mentions

Sewio

12 mentions

Qorvo

11 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Dominant performance on Gemini with an 80% mention rate and an elite average position of 2.9.

Strength

High authority in niche technical queries, specifically securing top ranks for 'museum app proximity' and 'LTE-enabled beacons' across multiple platforms.

Strength

Strong resonance with the Enterprise IoT Innovation Architect persona, achieving a 69% mention rate and positive sentiment.

Recommended Actions

Execute a ChatGPT-specific optimization campaign for industrial IoT and warehouse keywords.

An average position of 15.5 on ChatGPT is a major strategic weakness that allows competitors to own the recommendation engine for enterprise buyers.

Formalize and publish technical documentation specifically for UWB development kits and Java programming.

While winning the 'dev kit' query on Gemini and AI Overviews, consistent positioning across all platforms will solidify Estimote as the default choice for IoT prototyping.

Develop targeted healthcare-centric case studies focusing on workflow automation and reliability.

The 38% mention rate and mixed sentiment with healthcare evaluators indicates a content gap that is preventing AI from recommending Estimote for medical environments.

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

Optimizing Warehouse & Logistics Operations(3 queries)

“how to track high-value inventory in a warehouse with inch-level precision”

1/4 platforms mentioned

Core

ChatGPT

1.Vicon

2.OptiTrack

3.Stereolabs ZED

4.Intel RealSense

5.Azure Kinect

+22 more

Claude

1.Zebra Technologies

2.Impinj

3.Alien Technology

4.Decawave

5.Estimote

+10 more

Gemini

1.Sewio

2.RTLS Studio

3.Kinexon

4.Pozyx

5.Vimaan

+10 more

AI Overviews

1.Pozyx

2.Trackio

3.Zebra ATR7000

4.SATO America

5.Kardex

+1 more

“help me find lte-enabled beacons for tracking assets across different facilities without using gateways”

2/3 platforms mentioned

Core

The Enterprise IoT Innovation Architect · Innovation Lead / IoT Architect

Claude

1.Laird Connectivity Sentrius MG100

2.Unwired Labs IoT Tracker

3.Soracom Inventory Tracker

4.Sierra Wireless AirLink RV55

5.Laird

+1 more

Gemini

1.Estimote

2.SpaceTimeOS

3.Blues Wireless

4.Notecard

5.Notecarrier

+8 more

AI Overviews

1.BeWhere

2.Hologram.io

3.Estimote LTE Beacon

4.Kbeacon L3G

5.Accent Systems IoT Tracker

+2 more

“what tech should i look for to monitor equipment movement in a 100,000 sq ft fulfillment center”

2/3 platforms mentioned

Core

The Enterprise IoT Innovation Architect · Innovation Lead / IoT Architect

Claude

1.Decawave

2.Qorvo

3.DW3000

4.Estimote

5.SpaceTimeOS

+1 more

Gemini

1.Estimote

2.SpaceTimeOS

3.Sputnik

4.Kontakt.io

5.Portal Beams

+7 more

AI Overviews

1.Tracki

2.Pozyx

3.Microsoft Dynamics

4.Oracle NetSuite

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.

www.kardex.com

kardex.com

Social1 ref

Ultra-wideband versus other location technologies - Pozyx

pozyx.io

Web1 ref

RFID vs UWB: A Battle For Precise Positioning Technologies

rfidlabel.com

Web1 ref

UWB vs RFID: Why We Chose UWB for Real-Time Tracking

trackioguru.com

Web1 ref

Understanding Indoor Positioning Technologies: UWB, RFID ...

satoamerica.com

Web1 ref

Top Warehouse Inventory Tracking Systems - GPX Intelligence

gpx.co

Web1 ref

Inventory Accuracy: What It Is and How to Improve It - NetSuite

netsuite.com

Web1 ref

RTLS Logistics: Optimize Warehouse Inventory Management

deeyook.com

Web1 ref

A Deep Dive Into the Top Warehouse Technologies of 2025

shipbob.com

Web1 ref

Indoor Location Systems for Enhanced Warehousing Efficiency

corehw.com

Web1 ref

UWB vs BLE Beacons for indoor location - Accent Systems

accent-systems.com

Web1 ref

UWB vs. RFID: The Battle for Automotive Innovation

rfidlabel.com

Web1 ref

Real-Time Location Systems (RTLS) | Zebra

youtube.com

Video1 ref

How to Keep Track of Warehouse Inventory: Systems & Tools ...

kardex.com

Social1 ref

pozyx.io

Web1 ref

Competitive Landscape

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

Estimote30 mentions

Pozyx20 mentions

Decawave16 mentions

Zebra Technologies13 mentions

Kontakt.io13 mentions

Sewio12 mentions

Qorvo11 mentions

Quuppa9 mentions

Ubisense8 mentions

Impinj7 mentions

Node.js7 mentions

Brand Identity

Brand Voice & Style

How AI perceives Estimote's communication style and personality

Estimote communicates with a technically sophisticated yet accessible voice that bridges the gap between complex IoT engineering and practical business applications. Their tone is educational and developer-friendly, breaking down advanced concepts like UWB positioning into digestible explanations with code examples. They balance innovation excitement with pragmatic problem-solving, positioning themselves as experienced guides who have deployed millions of sensors for major brands. The voice conveys quiet confidence backed by deep technical expertise, avoiding hype while emphasizing real-world applications and ease of implementation.

Core Tone Traits

Technical yet Accessible

Explains complex IoT concepts clearly with code examples and practical analogies

Developer-Centric

Speaks directly to builders with API documentation, JavaScript examples, and hands-on guidance

Confidently Innovative

Positions cutting-edge technology as proven and reliable, backed by Fortune 500 deployments

Solution-Oriented

Focuses on practical applications and business outcomes rather than specs alone

Backing

Investors

Homebrew

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 March 2, 2026.

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