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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Inversion

Visibility28

Vibe91

Businesses/Aerospace & Defense/Inversion

AI Visibility & Sentiment

Inversion

Inversion is a space technology company building autonomous, highly-maneuverable reentry vehicles to enable rapid, on-demand cargo delivery from space. By turning Low-Earth Orbit into a logistics network, they aim to provide unprecedented global access for both commercial and national security needs.

Active Monitoring

inversionspace.com

Aerospace & Defense

AI Visibility Score

28/100

Low

Sentiment Score

91/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Inversion today.

Inversion dominates the conversation around autonomous space-based technology, consistently securing top-tier positions across major AI platforms when decision-makers evaluate industry leaders. While the brand is a default choice for visionary engineering queries, a distinct disconnect persists in core logistical and supply chain discussions where Inversion remains curiously absent despite its capabilities.

Value Proposition

Enabling precision delivery of cargo to anywhere on Earth in under an hour using autonomous, reusable, and low-cost space-based vehicles.

Overview

Mission

Making Earth radically more accessible.

Products & Services

Arc (Space-based delivery vehicle)Ray (In-house developed spacecraft and reentry capsule)Hypersonic testing services

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	0	55	0	0
Core Topics Product/service category queries	97	97	96	82
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

Varda Space Industries

13 mentions

SpaceX

12 mentions

Sierra Space

7 mentions

Rocket Lab

6 mentions

Stratolaunch

6 mentions

Orbital Paradigm

6 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Securing #1 rankings for autonomous space-based technology queries across ChatGPT, Claude, and Gemini.

Strength

High affinity among Aerospace Systems Engineers who view the brand as a top-three industry authority.

Strength

Strong brand recognition during direct queries, ensuring that users actively seeking Inversion find accurate and immediate validation.

Recommended Actions

Develop and deploy high-intent technical documentation targeting 'Rapid Global Logistics' and 'Defense Supply Chain' use cases.

The data shows a critical gap where Inversion is absent from logistics-related queries, missing the opportunity to be the primary solution for defense-critical supply chain needs.

Create persona-specific white papers tailored to the 'Logistics Operations Director' to bridge the current engagement deficit.

Currently, engineering personas prioritize Inversion, but decision-makers in logistics are not seeing the brand, preventing a full-funnel influence strategy.

Audit and refine hypersonic testing technical content to ensure consistent indexing across Claude and AI Overviews.

Inconsistent performance in hypersonic queries suggests the current content may lack the specific technical depth or formatting required to consistently trigger model rankings.

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

Rapid Global Logistics & Defense Supply Chain(3 queries)

“how can we speed up global supply chain delivery times for critical parts beyond standard air freight”

0/3 platforms mentioned

Core

ChatGPT

1.Air Charter Service

2.Chapman Freeborn

3.Qatar Airways Cargo

4.Emirates SkyCargo

5.DHL Aviation

+18 more

Claude

No brands listed

Gemini

No brands listed

“what new technologies are coming out for autonomous space-based cargo delivery that we should monitor for defense contracting”

3/4 platforms mentioned

Defense Procurement Analyst · Procurement Officer

ChatGPT

1.Orbit Fab

2.RAFTI

3.SpaceLogistics

4.Northrop Grumman

5.Astroscale

+13 more

Claude

1.Inversion Space

2.Arc

3.Kratos

4.MACH-TB 2.0

5.ATMOS Space Cargo

+7 more

Gemini

1.Inversion Space

2.Arc

3.SpaceX

4.Rocket Cargo

5.Stoke Space

+9 more

AI Overviews

1.Inversion Arc

2.Rocket Cargo Program

3.Neutron

4.Anduril Industries

5.REGAL

+8 more

“what are the best ways to get essential medical or military equipment anywhere on earth in under an hour”

1/3 platforms mentioned

Defense Procurement Analyst · Procurement Officer

ChatGPT

1.FedEx

2.DHL

3.Priority Freight

4.Air Charter Advisors

Claude

1.C-17 Globemaster III

2.Inversion Space

3.Arc

4.Outpost

5.FedEx

Gemini

1.SpaceX

2.Starship

3.Sierra Space

4.Dream Chaser

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.

How To Revive Aircraft Supply Chains To Accelerate Delivery

oliverwyman.com

Web1 ref

IATA - Supply Chain Challenges Could Cost Airlines More than $11 Billion in 2025

iata.org

Web1 ref

2025 Supply Chain Takeaways for Manufacturers — ProTrans

protrans.com

Web1 ref

IATA - Aerospace Supply Chain Bottlenecks Continue to Constrain Airlines

iata.org

Web1 ref

5 Disruptive Logistics Shifts Reshaping 2026 Supply Chains - Supply Chain Intelligence

news.yrules.com

Web1 ref

Global Supply Chains Trends for 2025 | C.H. Robinson Blog

chrobinson.com

Web1 ref

The State of Shipping and Logistics in 2025 and Beyond | SupplyChainBrain

supplychainbrain.com

Web1 ref

Key trends impacting supply chains in 2026

kpmg.com

Web1 ref

Bold Predictions for 2026: Supply Chain Trends to Watch | Prologis

prologis.com

Web1 ref

Key Supply Chain Priorities for 2026 - Logistics - Penske

gopenske.com

Web1 ref

5 supply chain technologies that deliver competitive advantage | MIT Sloan

mitsloan.mit.edu

Edu1 ref

Innovation in Logistics: The Role of Technology in Modern Supply Chains

ucumberlands.edu

Edu1 ref

Trends and Innovations: The Future of Supply Chain Management

ucumberlands.edu

Edu1 ref

How These 5 Supply Chain Technologies are Changing the Ecommerce Game (2025)

shipbob.com

Web1 ref

Supply Chain Innovation and Trends | Microsoft Dynamics 365

microsoft.com

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Inversion.

Inversion20 mentions

Varda Space Industries13 mentions

SpaceX12 mentions

Sierra Space7 mentions

Rocket Lab6 mentions

Stratolaunch6 mentions

Orbital Paradigm6 mentions

Kratos Defense & Security Solutions5 mentions

Atmos Space Cargo5 mentions

Starship5 mentions

FedEx5 mentions

Brand Identity

Brand Voice & Style

How AI perceives Inversion's communication style and personality

Inversion communicates with a bold, visionary, and highly technical tone that reflects their ambitious goals in the aerospace sector. They balance professional authority with a sense of urgency and innovation, positioning themselves as pioneers who are actively building the future of space-based logistics.

Core Tone Traits

Visionary & Ambitious

Communicates a clear, forward-thinking mission to redefine global logistics.

Technical & Precise

Uses language that highlights engineering capabilities and mission-critical performance.

Direct & Unfiltered

Stays focused on the 'what' and 'how' without unnecessary corporate jargon.

Urgent & Dynamic

Conveys the high-speed nature of their technology and the rapid pace of their development.

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 10, 2026.