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.

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Inversion

Visibility16

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

16/100

Invisible

Sentiment Score

91/100

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 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.

Working in your favor

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

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

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

Gaps to close

Inconsistent visibility in core rapid global logistics and defense supply chain queries, where the brand frequently fails to appear.

Underperformance in capturing the attention of Logistics Operations Directors, who encounter the brand far less frequently than engineering peers.

Declining visibility in technical hypersonic testing search results, specifically on Claude where rankings show volatility.

Opportunities

Leverage the brand's established dominance in autonomous technology to build authority in critical defense and rapid logistics workflows.

Optimize content to address specific 'how-to' pain points for procurement analysts, shifting from broad startup mentions to solution-specific problem solving.

Strengthen presence in the hypersonic testing space by providing more technical, benchmark-focused content that AI models can readily ingest as definitive answers.

Highest-Impact 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.

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 priority level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	97	97	97	—
“What do you know about Inversion? What do they do and what's their reputation?”	#1	#1	#1	—
Core2q Product/service category queries	0	94	0	0
“how can we speed up global supply chain delivery times for critical parts beyond standard air freight”	No	#1	No	—
“where can we find reliable hypersonic testing services to validate our new reentry vehicle designs”	—	#3	No	No
Growth Areas1q Adjacent, aspirational & visionary	97	97	97	82
“what are the most reliable aerospace startups working on autonomous orbital reentry systems besides the major legacy players”	#1	#1	#1	#6

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

—

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

—

“where can we find reliable hypersonic testing services to validate our new reentry vehicle designs”

—

“what are the most reliable aerospace startups working on autonomous orbital reentry systems besides the major legacy players”

Competitive Landscape

Inversion

20 mentions

Varda Space Industries

13 mentions

SpaceX

12 mentions

Sierra Space

7 mentions

Rocket Lab

6 mentions

Stratolaunch

6 mentions

Orbital Paradigm

6 mentions

Kratos Defense & Security Solutions

5 mentions

Atmos Space Cargo

5 mentions

Starship

5 mentions

FedEx

5 mentions

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

Inversion

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Aerospace & Defense

Start gettingrecommended by AI.

Frequently asked questions

Inversion

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Aerospace & Defense

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.