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

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Neros

Visibility12

Vibe75

Businesses/Defense & Aerospace/Neros

AI Visibility & Sentiment

Neros

Neros is a defense technology company focused on onshoring drone manufacturing to provide the U.S. military with tactical unmanned aerial systems. They design and produce FPV drones, ground control stations, and electronic warfare solutions built for modern combat environments.

Active Monitoring

neros.tech

Defense & Aerospace

AI Visibility Score

12/100

Invisible

Sentiment Score

75/100

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 Neros today.

Neros currently exists as a specialized player recognized by tech analysts but remains a ghost to the federal procurement officers and mission commanders who drive high-stakes defense contracts. While the brand secures top-tier placements in AI Overviews for mass-produced FPV searches, it is being systematically erased from critical conversations around NDAA compliance and contested environment tactics by incumbents like Skydio and AeroVironment.

Working in your favor

Secured #1 and #3 rankings in AI Overviews for queries specifically targeting mass-produced US-based FPV drones.

Resonates strongly with the Defense Tech Investment Analyst persona, achieving a 33% mention rate and identifying a niche in market-readiness narratives.

Achieved a #1 ranking on both Claude and AI Overviews for direct brand vibe checks, indicating clear identity recognition when the brand is specifically named.

Gaps to close

Total absence from Gemini across all 15 queries, representing a complete blackout on a primary search-integrated AI platform.

Zero visibility in mission-critical queries involving NDAA compliance, contested environments, and modular kinetic operations.

Minimal penetration with Special Operations Mission Commanders, where the brand maintains a negligible 8% mention rate compared to legacy competitors.

Opportunities

Exploit the 'mass production' narrative to dominate the 'attritable' drone category where competitors like Skydio are often perceived as high-cost.

Aggressively claim the 'NDAA compliant' and 'Onshore Defense' keywords to capture the 17% of procurement-related traffic currently going to rivals.

Pivot content strategy to highlight electronic warfare (EW) resistance to improve visibility with the Special Operations persona.

Highest-Impact Actions

Execute an 'NDAA Compliance' data offensive to satisfy procurement-focused LLM queries.

Neros is currently mentioned in 0% of onshore procurement queries; AI models need explicit, structured data confirming compliance to recommend Neros to federal officers.

Develop and publish technical whitepapers on 'Contested Environment Survivability' and 'EW-Resistance'.

Special Operations Mission Commanders are searching for tactical UAS alternatives that work in jammed environments, a category where Neros is currently invisible.

Target the 'Modular Tactical UAS' query space through strategic comparison content.

Competitors like AeroVironment and Teledyne FLIR are winning the 'modular' narrative, but Neros's mass-production capabilities offer a unique counter-angle if indexed correctly.

Value Proposition

Delivering asymmetric advantage at scale through cost-effective, massively scalable drone products built with secure supply chains and rigorously tested for real battlefield conditions.

Overview

Mission

To onshore the manufacturing of drones critical to a modern arsenal, ensuring America and her allies have domestic ownership behind the performance and production of these systems.

Products & Services

Archer FPV Drone - modular payload tactical droneArcher Strike - kinetic-enabled FPV for lethal effectsCrossbow - tactical ground control station with electronic warfare resistanceLongbow - maximum range ground control stationArcher Fiber - NDAA-compliant fiber-optic FPV drone

Current State

Visibility Landscape

A high-level view of how Neros 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	70	97	70	97
“What do you know about Neros? What do they do and what's their reputation?”	Yes	#1	Yes	#1
Core5q Product/service category queries	—	20	0	28
“help me find NDAA compliant tactical drone manufacturers for a large scale procurement project”	—	#8	No	#29
“give me some options for FPV drones that can actually work in heavy electronic warfare environments”	—	No	No	No
“recommend some modular tactical drones that can carry different payloads for FPV missions”	—	No	No	No
“what are the best US based companies for mass produced FPV drones for military use”	—	No	No	#1
“find me american companies that make tactical ground control stations with long range capabilities”	—	No	No	No
Growth Areas1q Adjacent, aspirational & visionary	—	73	0	0
“most trusted domestic defense drone companies right now”	—	#9	No	No

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

Yes

“help me find NDAA compliant tactical drone manufacturers for a large scale procurement project”

—

#29

“give me some options for FPV drones that can actually work in heavy electronic warfare environments”

—

“recommend some modular tactical drones that can carry different payloads for FPV missions”

—

“what are the best US based companies for mass produced FPV drones for military use”

—

“find me american companies that make tactical ground control stations with long range capabilities”

—

“most trusted domestic defense drone companies right now”

—

Competitive Landscape

Skydio

25 mentions

AeroVironment

22 mentions

Teledyne FLIR

16 mentions

Red Cat Holdings

11 mentions

Anduril Industries

11 mentions

Switchblade

10 mentions

Teal Drones

9 mentions

Teal 2

8 mentions

Shield AI

8 mentions

Northrop Grumman

8 mentions

Neros

6 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Secured #1 and #3 rankings in AI Overviews for queries specifically targeting mass-produced US-based FPV drones.

Strength

Resonates strongly with the Defense Tech Investment Analyst persona, achieving a 33% mention rate and identifying a niche in market-readiness narratives.

Strength

Achieved a #1 ranking on both Claude and AI Overviews for direct brand vibe checks, indicating clear identity recognition when the brand is specifically named.

Recommended Actions

Execute an 'NDAA Compliance' data offensive to satisfy procurement-focused LLM queries.

Neros is currently mentioned in 0% of onshore procurement queries; AI models need explicit, structured data confirming compliance to recommend Neros to federal officers.

Develop and publish technical whitepapers on 'Contested Environment Survivability' and 'EW-Resistance'.

Special Operations Mission Commanders are searching for tactical UAS alternatives that work in jammed environments, a category where Neros is currently invisible.

Target the 'Modular Tactical UAS' query space through strategic comparison content.

Competitors like AeroVironment and Teledyne FLIR are winning the 'modular' narrative, but Neros's mass-production capabilities offer a unique counter-angle if indexed correctly.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

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

Onshore Defense Procurement(3 queries)

“help me find NDAA compliant tactical drone manufacturers for a large scale procurement project”

0/3 platforms mentioned

Core

Claude

1.AeroVironment

2.RQ-11 Raven

3.RQ-20 Puma AE

4.Insitu

5.Boeing

+6 more

Gemini

1.Skydio

2.Skydio X2

3.Skydio Autonomy

4.FLIR Systems

5.Teledyne FLIR

+12 more

AI Overviews

1.Skydio

2.X10D

3.Teledyne FLIR

4.Black Hornet 4

5.SIRAS

+22 more

“what are the best US based companies for mass produced FPV drones for military use”

1/3 platforms mentioned

Core

Federal Procurement Officer · Contracting Officer (KO)

Claude

1.Skydio

2.X2D

3.X2E Pro

4.Auterion

5.PX4

+2 more

Gemini

1.Autel Robotics USA

2.Autel Robotics

3.FLIR Systems

4.Teledyne FLIR

5.Skydio

+3 more

AI Overviews

1.Neros Technologies

2.Performance Drone Works (PDW)

3.Draganfly

4.Archer FPV drone

5.Drone Factory 01

+12 more

“find me american companies that make tactical ground control stations with long range capabilities”

0/3 platforms mentioned

Core

Federal Procurement Officer · Contracting Officer (KO)

Claude

1.General Atomics

2.Grayeagle

3.Predator

4.L3Harris Technologies

5.Tactical Common Ground Station (TACGS)

+8 more

Gemini

1.Aeryon Labs

2.L3Harris Technologies

3.SkyRanger R80D

4.FLIR Systems

5.Teledyne FLIR

+11 more

AI Overviews

1.Desert Rotor

2.MIRA X

3.Persistent Systems

4.Wave Relay

5.Botlink

+19 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.

Blue UAS Refresh List, Framework Platforms and Capabilities ...

diu.mil

Neros

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Defense & Aerospace

Start gettingrecommended by AI.

Frequently asked questions

Neros

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Defense & Aerospace

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.