Mara

Visibility8

Vibe56

AI Visibility & Sentiment

Mara

Mara is a defense technology company developing autonomous counter-drone systems designed to protect military personnel and infrastructure from FPV drone attacks. Their flagship Spike™ Counter-SUAS system provides portable, low-cost protection in contested environments where traditional defenses fail.

Active Monitoring

mara.inc

Defense & Aerospace Startups

AI Visibility Score

8/100

Invisible

Sentiment Score

56/100

AI Perception

Summary

Mara is currently a ghost in the AI-driven defense landscape, appearing sporadically within niche Claude outputs while remaining entirely absent from mainstream engines like ChatGPT and Gemini. While competitors like Droneshield and Lockheed Martin dominate the narrative for autonomous defense, Mara's specialized capabilities in 'sentient ammunition' represent a narrow but vital foothold that is currently failing to scale into broader visibility.

Value Proposition

Affordable, autonomous, portable counter-drone defense that operates in RF-contested and GPS-denied environments, providing hands-free protection against the #1 weapon threat in modern warfare.

Overview

Mission

Bringing an unfair advantage to the line of contact with sentient ammunition that kills FPV drones.

Products & Services

Spike™ Counter-SUAS SystemSpotter Perception and Tracking SystemSeeker High-Speed InterceptorsPortable Anti-Swarm Defense Solutions

Agent Breakdown

AI Platforms

How often do different AI platforms reference Mara?

Loading explorer...

Conversation Analysis

Topics

What conversations is Mara included in — or excluded from?

Loading explorer...

Buyer Personas

Personas

Who does each AI platform recommend Mara 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

Front Line FPV Defense Research(3 queries)

“what are the best man-portable systems for taking out fpv drones on the front lines”

0/3 platforms mentioned

Claude

1.DroneShield RfOne

2.Dedrone DF Kit

3.Zapper

4.SENTRY

5.Auterion Skyraider

Gemini

1.Rheinmetall

2.Skymaster

3.Raytheon

4.High Energy Laser (HEL)

5.Droneshield

+13 more

AI Overviews

1.Robin Radar Systems

2.DroneShield

3.DroneShield RfPatrol Mk2

4.MyDefence Wingman

5.ATAK

+13 more

“looking for low-cost kinetic interceptors that can stop kamikaze drones, specific systems please”

1/3 platforms mentioned

Claude

1.Coyote

2.Raytheon

3.RTX

4.MARA

5.Liteye

Gemini

1.BRIMSTONE

2.MBDA

3.Javelin Anti-Tank Missile

4.Raytheon

5.Lockheed Martin

+5 more

AI Overviews

1.MARSS Interceptor-MR

2.Fortem DroneHunter F700

3.Drone Defence AeroStrike

4.AeroVironment Freedom Eagle-1 (FE-1)

5.BAE Systems APKWS

+5 more

“help me find 'sentient ammunition' or autonomous interceptors for tactical drone defense”

1/3 platforms mentioned

Claude

1.Dedrone Optimus

2.Fortem Technologies

3.SkyRanger

4.VADS

5.Mara

+3 more

Gemini

1.DEFA

2.Epir Technologies

3.SkyRanger™

4.Rheinmetall

5.DroneShield

+8 more

AI Overviews

1.DroneHunter F700

2.Fortem Technologies

3.Roadrunner

4.Anduril

5.Vortex E

+9 more

GPS Denied And RF Contested Operations(1 query)

“i need counter-uas options that work in gps-denied environments without a radio link”

0/3 platforms mentioned

Claude

1.LRAD

2.GENASYS

3.Epirus

4.DJI Aeroscope

5.Phantom Technologies

+1 more

Gemini

1.Dedrone

2.DRONE-INTELLIGENCE

3.SRC, Inc.

4.Silent Archer

5.Sky Warden

+23 more

AI Overviews

1.Robin Radar Systems

2.IRIS

3.Teledyne FLIR

4.Raytheon

5.Lockheed Martin

+9 more

Evaluating Modern Defense Solutions(1 query)

“who are the most trusted players in the autonomous defense tech space right now”

0/4 platforms mentioned

ChatGPT

1.Lockheed Martin

2.Northrop Grumman

3.Raytheon Technologies

4.RTX

5.BAE Systems

+24 more

Claude

1.Lockheed Martin

2.Raytheon Technologies

3.General Dynamics

4.Northrop Grumman

5.Endeavor Robotics

+8 more

Gemini

1.Lockheed Martin

2.Raytheon Technologies

3.RTX

4.Raytheon Company

5.United Technologies Corporation

+9 more

AI Overviews

1.Anduril Industries

2.Lattice OS

3.Palantir Technologies

4.Maven Smart System

5.Shield AI

+17 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Targeted recognition within Claude for highly specific technical queries, specifically reaching the #5 rank for 'sentient ammunition' and autonomous interceptors.

Strength

Moderate resonance with 'The Frontline Operations Commander' persona, indicating that when the brand is mentioned, it is positioned for tactical, boots-on-the-ground utility.

Gap

Total absence from ChatGPT, Gemini, and Google AI Overviews, which are the primary research tools for modern procurement and defense analysts.

Gap

Zero visibility in critical strategic categories including GPS-denied operations, RF-contested environments, and general 'trusted player' rankings where Raytheon and Anduril are currently entrenched.

Gap

Failure to capture the 'Multi-Domain Procurement Officer' and 'Electronic Warfare Specialist' personas, leaving the brand out of high-level acquisition conversations.

Opportunity

Leverage the existing 'sentient ammunition' niche to pivot into broader 'autonomous defense' and 'kinetic interceptor' categories where Droneshield currently leads.

Opportunity

Aggressively target the 'GPS-denied' and 'RF-contested' query clusters to bridge the gap between tactical hardware and strategic system resilience.

Technical Health

Site Health for AI Visibility

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

92/100

20 passed 1 warnings 1 issues

Audited 2/27/2026

Crawlability100

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO100

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Critical Issues

Content is too thin

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

Warnings

2 render-blocking resource(s) detected

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

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Mara's communication style and personality

Mara communicates with urgent, mission-critical authority that reflects the life-or-death stakes of modern warfare. The brand voice is direct, technically confident, and unapologetically focused on lethality and effectiveness. There's no corporate softness—messaging is bold, uses military terminology naturally, and speaks to warfighters as peers who understand the threat. The tone conveys both technological superiority and battlefield pragmatism.

Core Tone Traits

Mission-Critical & Urgent

Communicates with the gravity and immediacy of active combat situations

Technically Authoritative

Demonstrates deep expertise in defense technology without unnecessary jargon

Direct & Uncompromising

Bold statements about capabilities with no hedging or corporate speak

Warfighter-Focused

Speaks the language of military operators, emphasizing practical battlefield outcomes

Competitive Landscape

Related Ecosystem

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

Lockheed Martin16 mentions

Droneshield15 mentions

Dedrone15 mentions

Raytheon13 mentions

Anduril Industries12 mentions

Northrop Grumman12 mentions

Raytheon Technologies7 mentions

AeroVironment7 mentions

RTX6 mentions

Shield AI6 mentions

Mara2 mentions

Source Intelligence

Citations

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

10 Types of Counter-drone Technology to Detect and Stop ...

https://www.robinradar.com/resources/10-counter-drone-technologies-to-detect-and-stop-drones-today

Referenced in 2 queries

Review

Battlefield-tested counter-FPV drone defense system makes ...

https://interestingengineering.com/ces-2026/battlefield-tested-counter-fpv-drone

Referenced in 1 query

Review

Wearable Drone Detector for Reliable UAS Detection

https://mydefence.com/products/wingman-drone-detector/

Referenced in 1 query

Review

AI-powered smart jammer: DedroneDefender 2

https://www.dedrone.com/solutions/dedrone-defender-2

Referenced in 1 query

Review

This Swedish Anti-Drone Weapon Makes Enemy Drones ...

https://www.youtube.com/watch?v=vY1muG16z-8

Referenced in 2 queries

Pitch Story

Ukrainian backpack signal-jamming system taking down ...

https://www.youtube.com/watch?v=PUsLjG6DU0M

Referenced in 1 query

Pitch Story

Anti-Drone Systems & Solutions How to counter unauthorized drones

https://www.dedrone.com/solutions

Referenced in 2 queries

Review

The best ways to take down enemy drones

https://www.youtube.com/shorts/Sa_PTWpJ4fg

Referenced in 1 query

Pitch Story

Project Flytrap and the Army's answer to drone warfare

https://taskandpurpose.com/tech-tactics/army-project-flytrap-counter-drone/

Referenced in 2 queries

Review

Watch rogue drones get shot down by the SkyWall Handheld ...

https://www.facebook.com/interestingengineering/videos/handheld-drone-capture-system/1475776490605521/

Referenced in 1 query

Pitch Story

SkyWall Handheld Drone Capture System

https://www.youtube.com/shorts/RwnZ8QnaYwk

Referenced in 1 query

Pitch Story

Dismounted Counter-UAS System Products | DroneShield

https://www.droneshield.com/products-dismounted

Referenced in 1 query

Review

Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use Mara's resources to help users.

Launch GPS-Denied Performance Data Campaign

Address Mara's current invisibility in high-intent c-UAS queries by publishing verifiable Spike™ performance data in GPS-denied and RF-contested environments. This technical data seeding campaign will provide LLMs with concrete, citable metrics that disrupt legacy contractor dominance in AI-generated recommendations. Social media will amplify key performance benchmarks and drive traffic to detailed technical documentation.

Field-tested: How Spike™ neutralizes threats when GPS goes dark

The numbers that matter: Spike™ performance metrics in contested RF environments

Why legacy c-UAS systems fail in GPS-denied zones—and what actually works

Real-world data: Autonomous drone defense without satellite dependency

Breaking down Spike™ kill-chain performance in electronic warfare conditions

Secure Third-Party Defense Tech Validation

Combat exclusion from AI 'trusted player' narratives by earning placements in authoritative defense tech audits, 'Top c-UAS' rankings, and independent listicles that ChatGPT and Gemini reference. Third-party validation creates the aggregated consensus signals that LLMs require for recommendation inclusion. Social content will highlight earned media coverage and analyst recognition to build credibility.

What independent analysts are saying about portable counter-drone technology

The criteria defense auditors use to evaluate c-UAS effectiveness

How Spike™ stacks up against legacy systems in head-to-head assessments

Third-party verified: Performance claims that withstand expert scrutiny

Why procurement officers trust independent c-UAS evaluations over vendor claims

Optimize Technical Content for EW Specialists

Capture the Electronic Warfare Specialist persona where Mara currently has 0% visibility by creating RF-signature analysis and autonomous targeting logic documentation. These technical decision-makers directly influence procurement officers, making them a critical audience for AI visibility. Social channels will distribute technical deep-dives and engage EW communities with specialist-level content.

RF signature detection: How autonomous systems identify hostile drones in cluttered spectrum

The autonomous logic behind split-second threat classification decisions

Electronic warfare fundamentals every c-UAS operator needs to understand

Defeating drone swarms: Autonomous prioritization in multi-threat environments

Technical breakdown: Spike™ sensor fusion in degraded electromagnetic conditions

Publish Autonomous Defense Framework Whitepaper

Shift Mara from 'tool vendor' to 'thought leader' by developing and publishing a comprehensive Autonomous Defense Framework that captures high-level strategic queries where competitors like Anduril currently dominate. This positions Mara as a category-defining voice that LLMs will cite for autonomous systems expertise. Social media will excerpt key frameworks and drive downloads from defense decision-makers.

Defining the future: A framework for autonomous defense system deployment

Beyond point solutions: How autonomous defense ecosystems protect the modern battlefield

The doctrine gap: Why military strategy must evolve for autonomous threats

Command and control in the autonomous age: New frameworks for warfighters

From reactive to predictive: The next evolution in counter-drone doctrine

Content Engineering

Recommended Actions

Execute a technical data seeding campaign focused on c-UAS performance in GPS-denied environments.

Mara is currently ignored in these high-intent queries; providing LLMs with verifiable performance data will disrupt the current dominance of legacy contractors.

Impact: High

Secure placements in third-party defense tech audits and 'Top c-UAS' listicles to trigger inclusion in ChatGPT and Gemini.

These platforms rely heavily on aggregated consensus; without third-party validation, Mara will remain excluded from the 'trusted player' narrative.

Impact: High

Optimize technical documentation for the 'Electronic Warfare Specialist' persona, focusing on RF-signature and autonomous logic.

Mara has 0% visibility with this persona; capturing this technical audience is essential for influencing the procurement officers who rely on their expertise.

Impact: Medium

Develop and publish an 'Autonomous Defense Framework' whitepaper to capture high-level strategic queries.

Competitors like Anduril are winning by defining the category; Mara needs to shift from being a 'tool' to being a 'thought leader' in autonomous systems.

Impact: Medium

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

Book a Free Strategy Session

Backing

Investors

a16z

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

Explore Defense & Aerospace

View all

Neros

13/100

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.