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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.

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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.

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Shield AI

Visibility61

Vibe97

Businesses/Defense & Aerospace Technology/Shield AI

AI Visibility & Sentiment

Shield AI

Shield AI is a defense technology company that develops AI-powered autonomous systems for military and defense applications. They specialize in creating intelligent piloting software and autonomous aircraft designed to protect service members and civilians in contested environments.

Active Monitoring

shield.ai

Defense & Aerospace Technology Startups

AI Visibility Score

61/100

Good

Sentiment Score

97/100

AI Perception

Summary

Shield AI has effectively captured the federal defense market's AI narrative, achieving a dominant 93% mention rate with federal acquisitions officers and securing top-tier positioning for autonomous flight software across nearly all platforms. However, a significant technical visibility gap remains among system architects, and inconsistent sentiment on Claude suggests that the brand's sophisticated value proposition is not yet fully resonating with the most analytically rigorous AI models.

Value Proposition

Shield AI delivers resilient autonomy that enables aircraft and drones to operate effectively in GPS-denied, communications-degraded environments where manual control fails and human operators are overwhelmed.

Overview

Mission

Our mission is to protect service members and civilians with intelligent systems.

Products & Services

Hivemind - AI pilot software for autonomous flightX-BAT - Advanced autonomous aircraftV-BAT - Tactical VTOL drone for ISR and targetingTeaming Drones - Coordinated autonomous drone systemsHivemind Enterprise - Autonomy development platform

Agent Breakdown

AI Platforms

How often do different AI platforms reference Shield AI?

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Conversation Analysis

Topics

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

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Buyer Personas

Personas

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

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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

Autonomous Operations In Contested Environments(3 queries)

“how to run drone missions in GPS-denied areas without losing control”

0/4 platforms mentioned

ChatGPT

1.Intel RealSense D435

2.Intel RealSense D455

3.Stereolabs ZED 2

4.LOAM

5.Google Cartographer

+35 more

Claude

1.DJI Avata 2

2.Skydio

3.Skydio X2D

4.Auterion

5.DJI Mini

+3 more

Gemini

1.Skydio Autonomy Engine

2.Skydio X10

3.Emesent Hovermap

4.DJI Matrice 300/350

5.Exyn Technologies

+16 more

AI Overviews

1.Flyability

2.Exyn Technologies

3.ArduPilot

4.PX4

5.OKSI OMNInav

+3 more

“best autonomous flight software for military drones that doesn't need a pilot link”

4/4 platforms mentioned

ChatGPT

1.Shield AI

2.Hivemind

3.Skydio

4.Autonomy Core

5.Anduril

+6 more

Claude

1.Anduril Industries

2.Lattice OS

3.Fury

4.Altus

5.Shield AI

+8 more

Gemini

1.Shield AI

2.Hivemind

3.V-BAT

4.MQ-20 Avenger

5.Anduril Industries

+6 more

AI Overviews

1.Shield AI Hivemind

2.Anduril Lattice

3.Astral

4.Skydio Autonomy

5.Skydio

+5 more

“what are the options for resilient AI piloting in contested airspace”

3/3 platforms mentioned

Claude

1.General Dynamics

2.Raytheon

3.Autonomous Air Combat Evolution (ACE)

4.Northrop Grumman

5.Anduril Industries

7.Shield AI

+3 more

Gemini

1.Shield AI

2.Hivemind

3.V-BAT

4.Anduril Industries

5.Lattice OS

+13 more

AI Overviews

1.Shield AI Hivemind

2.X-BAT

3.X-62A VISTA

4.DJI A3 Pro

5.Shield AI

+5 more

Tactical ISR & VTOL Fleet Modernization(1 query)

“help me find a tactical VTOL drone that can launch from a ship deck”

3/4 platforms mentioned

ChatGPT

1.Schiebel

2.Martin UAV

3.V-BAT

4.Trinity F90+

5.Teledyne FLIR

+19 more

Claude

1.RQ-21A Blacktail

2.AeroVironment

3.RQ-11 Raven

4.Insitu ScanEagle

5.Aurora Flight Sciences

+2 more

Gemini

1.Northrop Grumman

2.MQ-8C Fire Scout

3.Bell 407

4.Schiebel

5.CAMCOPTER S-100

14.Shield AI

+9 more

AI Overviews

1.AeroVironment

2.JUMP 20 Maritime Solution

3.Shield AI

4.V-BAT

5.Insitu

+14 more

Multi Agent Teaming & Scalable Autonomy(1 query)

“how to implement multi-agent drone teaming for defense applications”

1/4 platforms mentioned

ChatGPT

1.ROS 2

2.PX4 Autopilot

3.MAVLink

4.MAVSDK

5.Auterion

+15 more

Claude

1.ROS 2

2.Gazebo

3.PX4

4.DJI Matrice 300 RTK

5.Freefly Astro

+3 more

Gemini

1.ROS 2

2.Gazebo

3.Colosseum

4.AirSim

5.Ansys STK

7.Shield AI

+11 more

AI Overviews

1.The Alan Turing Institute

2.ROS 2

Trust & Defense Technology Category Leaders(1 query)

“most reliable defense tech startups for autonomous systems and AI”

4/4 platforms mentioned

ChatGPT

1.Anduril Industries

2.Lattice

3.Skydio

4.Shield AI

5.Hivemind

+17 more

Claude

1.Anduril Industries

2.Andreessen Horowitz

3.Shield AI

4.Palantir Technologies

5.Pratt Miller Defense

+2 more

Gemini

1.Anduril Industries

2.Lattice OS

3.Altius

4.Roadrunner

5.Dive-LD

6.Shield AI

+22 more

AI Overviews

1.Bessemer Venture Partners

2.Anduril Industries

3.Lattice OS

4.IVAS

5.Ghost

8.Shield AI

+17 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Absolute dominance in 'best autonomous flight software' queries, frequently securing the #1 position on ChatGPT, Gemini, and AI Overviews.

Strength

Exceptional resonance with the Federal Acquisitions Officer persona, maintaining a 2.7 average position and 93% mention rate.

Strength

Strong performance on Gemini (93% visibility) and AI Overviews (67% visibility), positioning the brand as the primary authority in tactical ISR and VTOL modernization.

Gap

Critical visibility failure for the Autonomous Systems Architect persona, where the brand drops to an average position of 11.0.

Gap

Vulnerability in 'GPS-denied' and 'multi-agent teaming' queries on Gemini, where the brand occasionally falls out of the top results or ranks as low as #18.

Gap

Mixed sentiment on Claude and among Combat UAV Operators indicates that real-world reliability and technical nuances are being questioned by AI models.

Opportunity

Displace Anduril Industries' high-ranking presence (avg pos 2.2) by aggressively targeting the 'Lattice OS' and 'multi-agent' keywords where Shield AI is currently trailing.

Opportunity

Improve technical depth for the Systems Architect persona to capture a higher share of the 'autonomous systems architect' search intent.

Opportunity

Leverage the brand's 100% visibility in 'brand vibe checks' to cross-sell Hivemind capabilities into the tactical VTOL space.

Technical Health

Site Health for AI Visibility

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

90/100

17 passed 3 warnings 1 issues

Audited 3/2/2026

Crawlability100

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO73

Titles, descriptions, headings

Content Quality87

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG95

Open Graph, Twitter cards

AI Readability60

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).

Warnings

3 render-blocking resource(s) detected

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

Title is too short (9 characters)

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

Page has 2 H1 tags. Best practice is one.

Use a single H1 for the main heading, and H2-H6 for subheadings.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Shield AI's communication style and personality

Shield AI communicates with confident authority and technical precision befitting a defense technology leader. The brand voice is mission-focused and purposeful, emphasizing protection and capability without unnecessary embellishment. They speak directly to defense professionals using industry terminology while maintaining accessibility. There's an underlying sense of urgency and importance—this technology matters for national security and saving lives.

Core Tone Traits

Mission-Driven & Purposeful

Every communication ties back to protecting service members and civilians

Technically Authoritative

Speaks with expertise about AI, autonomy, and aerospace systems

Confident & Direct

Clear, assertive statements without hedging or unnecessary qualifiers

Future-Focused & Innovative

Positions the company at the forefront of defense technology evolution

Competitive Landscape

Related Ecosystem

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

Shield AI39 mentions

Skydio22 mentions

PX418 mentions

ArduPilot16 mentions

Auterion14 mentions

Anduril13 mentions

Anduril Industries13 mentions

Lattice OS13 mentions

AeroVironment10 mentions

ROS 210 mentions

Lattice9 mentions

Source Intelligence

Citations

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

JUMP 20 Vertical Take-Off and Landing UAS Demonstration ...

https://www.youtube.com/watch?v=5KolNs4LHpI&t=13

Referenced in 1 query

Pitch Story

Maritime Drones | Naval UAV for Offshore Inspection & ISR

https://www.unmannedsystemstechnology.com/expo/maritime-drones/

Referenced in 1 query

Review

VTOne (BVT516) VTOL Drone Launched from a Naval Ship ...

https://www.youtube.com/shorts/ka5wVdhlxxo

Referenced in 1 query

Pitch Story

ThunderB-VTOL - blue bird - BlueBird - UAV

https://bluebird-uav.com/thunderb-vtol/

Referenced in 1 query

Review

Insitu Debuts Vertical Takeoff System For Integrator UAV

https://www.youtube.com/watch?v=MeM1urNrjIs&t=1

Referenced in 1 query

Pitch Story

Airbus Flexrotor VTOL UAV Supports Real-Time Intelligence ...

https://www.unmannedsystemstechnology.com/feature/airbus-flexrotor-vtol-uav-supports-real-time-intelligence-in-maritime-operation/

Referenced in 1 query

Review

Star-X VTOL-4910HP Long Range 12 Hours endurance 64kg ...

https://www.austars-model.com/starx-vtol4910hp-long-range-12-hours-endurance-64kg-mtow-maritime-version-uav-woptional-swarm-drone-solutioncontact-us-for-pricing_g25560.html

Referenced in 1 query

Review

Tactical ISTAR UAV | Long-Range VTOL | ISR Software | TEKEVER

https://www.unmannedsystemstechnology.com/company/tekever/

Referenced in 1 query

Review

VTOL UAV Manufacturers | Vertical Take-Off & Landing UAS

https://www.unmannedsystemstechnology.com/expo/vtol-uav/

Referenced in 1 query

Review

Military VTOL UAVs for Tactical and Surveillance Operations

https://www.defenseadvancement.com/suppliers/vtol-uav/

Referenced in 1 query

Review

VTOL Drone for sale | Best Vertical take off and landing drone

https://www.foxtechfpv.com/industrial-drone/vtol-aircraft.html?srsltid=AfmBOor7vwAnkltAxjnLcYycDfTs55isD3qMptT2AixlZrWBhRcU9JMZ

Referenced in 1 query

Review

Military Fixed-Wing Drones | Hybrid VTOL Fixed-Wing UAV

https://www.defenseadvancement.com/suppliers/fixed-wing-drones/

Referenced in 1 query

Review

Content Engineering

Recommended Actions

Develop and index high-authority technical documentation focused on the underlying architecture of Hivemind.

The brand's current avg position of 11.0 for Autonomous Systems Architects suggests a lack of technical depth in the training data consumed by these AI models.

Impact: High

Audit and refresh public-facing safety and reliability case studies to neutralize mixed sentiment on Claude.

Mixed sentiment on Claude—a model focused on safety and reasoning—indicates that Shield AI's risk mitigation narrative is not being fully recognized.

Impact: High

Optimize content for 'multi-agent teaming' specifically for Gemini's search intent.

While Shield AI leads in flight software, its #18 ranking in Gemini for multi-agent teaming leaves an opening for competitors like PX4 and Auterion.

Impact: Medium

Deploy structured data and whitepapers specifically targeting 'GPS-denied' operational scenarios.

The brand was completely unmentioned in key queries regarding GPS-denied missions, representing a major missed opportunity in its core competency.

Impact: Medium

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Backing

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Data generated by Pendium.ai AI visibility scanning. Last scanned March 2, 2026.

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AI Visibility Score

Shield AI has an AI visibility score of 66/100, rated as good. This score reflects how often and how prominently Shield AI appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

AI Perception Summary

Strengths

Absolute dominance in 'best autonomous flight software' queries, frequently securing the #1 position on ChatGPT, Gemini, and AI Overviews.
Exceptional resonance with the Federal Acquisitions Officer persona, maintaining a 2.7 average position and 93% mention rate.
Strong performance on Gemini (93% visibility) and AI Overviews (67% visibility), positioning the brand as the primary authority in tactical ISR and VTOL modernization.

Visibility Gaps

Critical visibility failure for the Autonomous Systems Architect persona, where the brand drops to an average position of 11.0.
Vulnerability in 'GPS-denied' and 'multi-agent teaming' queries on Gemini, where the brand occasionally falls out of the top results or ranks as low as #18.
Mixed sentiment on Claude and among Combat UAV Operators indicates that real-world reliability and technical nuances are being questioned by AI models.

Competitors in AI Recommendations

Skydio: 22 mentions
PX4: 18 mentions
ArduPilot: 16 mentions
Auterion: 14 mentions
Anduril: 13 mentions
Anduril Industries: 13 mentions
Lattice OS: 13 mentions
AeroVironment: 10 mentions
ROS 2: 10 mentions
Lattice: 9 mentions
Ghost: 8 mentions
Gazebo: 7 mentions
Skynode: 7 mentions
MAVLink: 5 mentions
DJI: 5 mentions

Categories: Defense & Aerospace Technology

Tags: Startups