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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Flyby Robotics, Inc.

Visibility13

Vibe85

Businesses/Aerospace and Defense/Flyby Robotics, Inc.

AI Visibility & Sentiment

Flyby Robotics, Inc.

Flyby Robotics is a U.S.-based developer and manufacturer of high-performance, autonomous drone systems for commercial, industrial, and defense applications. The company focuses on building NDAA-compliant, secure UAV platforms that feature an open compute architecture for edge-based AI and machine learning.

Active Monitoring

flybyrobotics.com

Aerospace and Defense Startups

AI Visibility Score

13/100

Invisible

Sentiment Score

85/100

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

aspirational

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Flyby Robotics, Inc. today.

Flyby Robotics, Inc. is currently invisible to AI models during critical B2B discovery phases, despite high brand recognition when directly queried by name. While the brand owns its identity, it completely fails to capture the intent of procurement officers and engineers searching for NDAA-compliant, open-compute hardware solutions.

Value Proposition

Flyby offers 'The World's Most Open UAV Platform,' providing full access to onboard GPU and flight controllers, allowing users to run advanced edge intelligence tasks while maintaining strict U.S. national security compliance.

Overview

Mission

To restore America’s industrial UAV fleet by building a drone that pilots love.

Products & Services

Flyby F-11 Series (F-11H, F-11D, F-11S)Flyby AEGIS (LiDAR-integrated model)Flyby Ground Control AppDeveloper SDK/Open Compute Interface

Current State

Visibility Landscape

A high-level view of how Flyby Robotics, Inc. performs across AI platforms, broken down by strategic reach level — from core brand queries to growth opportunities.

	Claude	AI Overviews
Reputation Brand recognition & direct queries	16	—
Core Topics Product/service category queries	0	—
Growth Areas Adjacent, aspirational & visionary	0	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

—

Core Topics

Product/service category queries

—

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

DJI

31 mentions

PX4

28 mentions

ArduPilot

22 mentions

Teal Drones (Teal 2)

17 mentions

Red Cat Holdings

16 mentions

Skydio

15 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Flyby Robotics, Inc.'s AI visibility.

Key Findings

Strength

Consistent, high-ranking brand recall in 'vibe check' queries across ChatGPT, Claude, and Gemini

Strength

Minor breakthrough with Claude for users specifically searching for open-compute drone platforms

Gap

Complete absence in industrial hardware procurement queries, including NDAA-compliance searches

Recommended Actions

Execute a technical SEO and AI-content refresh focusing on 'NDAA-compliant' and 'open-compute' keywords.

The data shows zero presence in high-intent procurement queries where competitors are already capturing potential defense and public safety leads.

Develop and syndicate case studies highlighting technical interoperability with common lidar and ground control software.

Flyby is missing from the operational software conversation; aligning the brand with existing industry tools will bridge the gap to professional hardware comparisons.

Publish targeted technical documentation or 'why-to-buy' guides specifically for Defense Procurement Officers.

The Defense Procurement persona currently finds zero information on the brand, leaving the door wide open for competitors to frame the market standards.

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

Selecting NDAA Compliant UAV Hardware(3 queries)

“what are the best ndaa compliant drones for industrial inspection that aren't chinese made”

0/3 platforms mentioned

Core

ChatGPT

1.Skydio X10

2.Skydio

3.Freefly Astro Max

4.Freefly (Freefly Astro, Alta X Gen2 NDAA)

5.Sony

+6 more

Claude

1.DJI

2.Autel

3.Skydio (Skydio X10, Skydio X2E, Impossible Aerospace US-1)

4.Inspired Flight (Inspired Flight IF1200A)

5.Censys Technologies (Censys Technologies Sentaero)

+6 more

Gemini

1.Skydio X10

2.Skydio (VT300-L, VT300-Z, X10D)

3.NVIDIA

4.Teledyne FLIR Boson+

5.Inspired Flight IF800 Tomcat

+14 more

“give me a list of reliable us based drone manufacturers for defense and public safety”

0/3 platforms mentioned

Core

ChatGPT

1.AeroVironment (Raven, Puma, Wasp, Switchblade)

2.Anduril Industries (Altius)

3.Shield AI (Nova)

4.Skydio

5.Teal Drones (Teal 2, Golden Eagle)

+6 more

Claude

1.AeroVironment (Raven, Puma, Switchblade, Wasp)

2.General Atomics Aeronautical Systems (MQ-9 Reaper, MQ-1 Predator)

3.Northrop Grumman (MQ-4C Triton, RQ-4 Global Hawk)

4.Textron Systems (Shadow, Aerosonde, Fury)

5.Shield AI (V-BAT)

+11 more

Gemini

1.Skydio (Skydio X10D)

2.BRINC Drones (LEMUR 2)

3.Teal Drones (Teal 2)

4.Red Cat Holdings

5.FLIR

+5 more

“what drone brands should i look at if i need an open compute architecture for edge ai”

0/3 platforms mentioned

Core

ChatGPT

1.ModalAI (VOXL 2, VOXL 2 Mini, Starling 2)

2.NVIDIA (Jetson Orin NX, Jetson Xavier NX, Jetson AGX)

3.Lambortech

4.PX4

5.ArduPilot

+1 more

Claude

1.Auterion (Skynode)

2.Freefly

3.Parrot (ANAFI USA, ANAFI Ai)

4.AgEagle (senseFly eBee)

5.Skydio

+9 more

Gemini

1.NVIDIA Jetson

2.Qualcomm Snapdragon

3.Auterion (AuterionOS, Skynode, AI Node)

4.ModalAI (VOXL 2)

5.Freefly Systems (Astro)

+6 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.

Faqs

skydio.com

Web1 ref

Choosing Drone Enterprise Program

thedroneu.com

Web1 ref

Skydio

en.wikipedia.org

Wiki1 ref

Nebraska Secure Drone Purchase Act List.Pdf

dot.nebraska.gov

Gov1 ref

American Made Drones

thedroneu.com

Web1 ref

Top Drones For Building Structural Inspections In 2025

advexure.com

Web1 ref

Alta X Gen2 Ndaa

dealer.freeflysystems.com

Web1 ref

Alta X Pilot Pro Ndaa

store.freeflysystems.com

Web1 ref

Teal 2

tealdrones.com

Web1 ref

2023 07 20 Red Cat S Teal 2 SUAS Now Available For Purchase 101.Pdf

ir.redcatholdings.com

Web1 ref

Parrot Anafi

en.wikipedia.org

Wiki1 ref

American Made Drones Your Essential Guide To Top Us Drones And Ndaa Compliant Leaders

boltflight.com

Web1 ref

American Made Drones (2026): Best NDAA-Compliant U.S. Drones

thedroneu.com

Web1 ref

Ndaa Compliant Blue Uas Drones

advexure.com

Web1 ref

Top American Made Drones For 2025 Ndaa And Blue Uas Compliant Models

dslrpros.com

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Flyby Robotics, Inc..

DJI31 mentions

PX428 mentions

ArduPilot22 mentions

Teal Drones (Teal 2)17 mentions

Red Cat Holdings16 mentions

Skydio15 mentions

QGroundControl14 mentions

Brinc Drones (LEMUR 2)11 mentions

DroneDeploy10 mentions

Freefly Systems (Astro)10 mentions

Flyby Robotics, Inc.1 mention

Backing

Investors

Weekend Fund

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 20, 2026.

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