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

Summary

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

Agent Breakdown

AI Platforms

How often do different AI platforms reference Flyby Robotics, Inc.?

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Conversation Analysis

Key Topics

What conversations is Flyby Robotics, Inc. included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Flyby Robotics, Inc. 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

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

Brand Perception

What AI Really Thinks

We asked each AI platform directly about Flyby Robotics, Inc. to understand how they perceive the brand. These responses back up the Sentiment Score and reveal tone, accuracy, and blind spots across platforms and personas.

2Positive

1Neutral

0Negative

across 3 responses

“What do you know about Flyby Robotics, Inc.? What do they do and what's their reputation?”

ChatGPT

Positive

“…Here’s a clear, up‑to‑date overview of Flyby Robotics, Inc. (as of March 20, 2026).…”

Claude

Neutral

“…I don't have any specific information about **Flyby Robotics, Inc.** in my training data…”

Gemini

Positive

“…Flyby Robotics, Inc. is a Los Angeles-based startup specializing in the development of American-made, autonomous drone systems.…”

Analysis

Key Insights

What AI visibility analysis reveals about this brand

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

Technical Health

Site Health for AI Visibility

How well Flyby Robotics, Inc.'s website is optimized for AI agent discovery and comprehension.

86/100

14 passed 5 warnings 1 issues

Audited 3/20/2026

Crawlability86

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO80

Titles, descriptions, headings

Content Quality87

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG82

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

1 render-blocking resource(s) detected

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

Title is too short (14 characters)

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

Missing Open Graph tags for social sharing

Add og:title, og:description, and og:image meta tags.

TTI is 5.6s — needs improvement (target: <3.8s)

Reduce JavaScript execution time. Defer non-critical scripts and code-split large bundles.

Want a full technical audit with AI-specific recommendations?

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Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations 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

Source Intelligence

Citations

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

skydio.com

https://www.skydio.com/x10/faqs

Referenced in 1 query

Review

thedroneu.com

https://www.thedroneu.com/blog/choosing-drone-enterprise-program/

Referenced in 1 query

Review

en.wikipedia.org

https://en.wikipedia.org/wiki/Skydio

Referenced in 3 queries

Review

dot.nebraska.gov

https://dot.nebraska.gov/media/g3epmlse/nebraska_secure_drone_purchase_act_list.pdf

Referenced in 2 queries

Review

thedroneu.com

https://thedroneu.com/blog/american-made-drones/

Referenced in 1 query

Review

advexure.com

https://advexure.com/blogs/news/top-drones-for-building-structural-inspections-in-2025

Referenced in 1 query

Review

dealer.freeflysystems.com

https://dealer.freeflysystems.com/EN-US/products/alta-x-gen2-ndaa

Referenced in 1 query

Review

store.freeflysystems.com

https://store.freeflysystems.com/products/alta-x-pilot-pro-ndaa

Referenced in 1 query

Review

tealdrones.com

https://tealdrones.com/solutions/teal-2/

Referenced in 1 query

Review

ir.redcatholdings.com

https://ir.redcatholdings.com/_assets/_1907effdacf01a2ac6726f6fb43f6dc0/redcatholdings/news/2023-07-20_Red_Cat_s_Teal_2_sUAS_Now_Available_for_Purchase_101.pdf

Referenced in 1 query

Review

en.wikipedia.org

https://en.wikipedia.org/wiki/Parrot_Anafi

Referenced in 1 query

Review

boltflight.com

https://boltflight.com/american-made-drones-your-essential-guide-to-top-us-drones-and-ndaa-compliant-leaders/

Referenced in 1 query

Review

Content Engineering

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.

Impact: High

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.

Impact: High

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.

Impact: Medium

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

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Backing

Investors

Weekend Fund

Data generated by Pendium.ai AI visibility scanning. Last scanned March 20, 2026.

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