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.

Roadmap Pricing

Get a demo

Codi

Visibility11

Vibe100

Businesses/Real Estate / PropTech/Codi

AI Visibility & Sentiment

Codi

Codi is an 'Office-as-a-Service' platform that provides turnkey, private office spaces and AI-powered management solutions for hybrid and remote-first companies. By focusing on neighborhood-based workspaces, the company helps organizations reduce commute times while automating facilities management via their proprietary AI assistant.

Active Monitoring

codiwork.com

Real Estate / PropTech Startups

AI Visibility Score

11/100

Invisible

Sentiment Score

100/100

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

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Codi today.

Codi is currently a 'ghost' in the AI-driven buyer journey, failing to appear in almost all objective discovery queries despite clear brand recognition when specifically named. While the brand has established a baseline identity, it is losing massive market share to incumbents like Industrious and WeWork, who are successfully positioning themselves as the go-to solutions in the minds of AI models.

Working in your favor

Effective brand identity recognition when users specifically query 'What is Codi' on ChatGPT and Gemini.

Marginal visibility with the Growth-Stage Startup Founder persona, indicating a small foothold in the startup ecosystem.

Gaps to close

Total absence in 'Flexible Office Space Search' queries, meaning Codi is excluded from the primary decision-making phase of potential clients.

Failure to capture interest from the Remote-First Operations Lead and Technical Procurement Manager personas, who are currently being funneled toward competitors.

Zero visibility across critical 'Facilities Management' and 'PropTech Vendor Selection' discussions.

Opportunities

Capitalize on the transition from traditional office leases by embedding Codi into the AI discourse surrounding flexible workspace alternatives.

Position Codi as a thought leader in the 'office playbook' and hybrid work management space to trigger inclusion in broader workplace tech queries.

Directly challenge incumbents like Industrious by targeting AI-driven comparison queries with structured, optimized content.

Highest-Impact Actions

Develop a 'Flexible Workspace AI-Optimization' content program focused on high-intent search terms.

Codi is invisible in core search categories; producing authoritative content that answers 'best alternatives to long-term leases' will force the brand into AI training sets and LLM responses.

Execute a targeted SEO and PR campaign directed at the Remote-First Operations Lead persona.

The current lack of visibility with key decision-makers is the primary barrier to growth; the brand must establish itself as a solution for hybrid work management to break through.

Publish comparison-focused content that explicitly benchmarks Codi against industry peers.

Competitors are successfully populating comparison queries; creating structured tables and 'vs.' content will help AI models recognize Codi as a viable alternative during vendor evaluations.

Value Proposition

Codi offers a 'walk-to-work' experience by placing private, branded, and managed offices in residential neighborhoods, combined with a 'zero-ops' management experience powered by their AI Office Assistant.

Overview

Mission

To enable people to lead happier, more fulfilled lives by bringing work closer to home.

Products & Services

Turnkey Private OfficesCodi AI Office AssistantHub-and-Spoke SolutionsOffice Playbooks

Current State

Visibility Landscape

A high-level view of how Codi 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	—
“What do you know about Codi? What do they do and what's their reputation?”	#1	—	#1	—
Core6q Product/service category queries	0	—	30	—
“what are the best alternatives to long-term office leases for a 100 person startup”	No	—	No	—
“give me a list of companies that offer private office suites that are actually turnkey and ready to move in”	No	—	No	—
“what office management software or ai tools can help me run a hybrid office with zero manual effort”	No	—	No	—
“how do i build an office playbook for my remote team to make sure they actually use the office space we provide”	No	—	#4	—
“who are the most reliable providers for flexible private office solutions for startups right now”	No	—	No	—
“i need to compare flexible workspace providers like industrious or wework to see which is best for a mid-sized growth company”	No	—	No	—
Growth Areas3q Adjacent, aspirational & visionary	0	—	0	—
“is there a way to find private office space that feels more like a residential neighborhood instead of a massive sterile building”	No	—	No	—
“what are the top platforms for managing hybrid work schedules and office facility amenities”	No	—	No	—
“what should i look for when evaluating an office-as-a-service provider for my remote-first company”	—	—	No	—

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

—

“what are the best alternatives to long-term office leases for a 100 person startup”

—

“give me a list of companies that offer private office suites that are actually turnkey and ready to move in”

—

“what office management software or ai tools can help me run a hybrid office with zero manual effort”

—

“how do i build an office playbook for my remote team to make sure they actually use the office space we provide”

—

“who are the most reliable providers for flexible private office solutions for startups right now”

—

“i need to compare flexible workspace providers like industrious or wework to see which is best for a mid-sized growth company”

—

“is there a way to find private office space that feels more like a residential neighborhood instead of a massive sterile building”

—

“what are the top platforms for managing hybrid work schedules and office facility amenities”

—

“what should i look for when evaluating an office-as-a-service provider for my remote-first company”

—

Competitive Landscape

Industrious

41 mentions

WeWork

31 mentions

Robin

21 mentions

Envoy

18 mentions

Convene

17 mentions

Knotel

16 mentions

Kisi

14 mentions

LiquidSpace

13 mentions

Slack

11 mentions

Openpath

11 mentions

Codi

1 mention

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Effective brand identity recognition when users specifically query 'What is Codi' on ChatGPT and Gemini.

Strength

Marginal visibility with the Growth-Stage Startup Founder persona, indicating a small foothold in the startup ecosystem.

Gap

Total absence in 'Flexible Office Space Search' queries, meaning Codi is excluded from the primary decision-making phase of potential clients.

Recommended Actions

Develop a 'Flexible Workspace AI-Optimization' content program focused on high-intent search terms.

Codi is invisible in core search categories; producing authoritative content that answers 'best alternatives to long-term leases' will force the brand into AI training sets and LLM responses.

Execute a targeted SEO and PR campaign directed at the Remote-First Operations Lead persona.

The current lack of visibility with key decision-makers is the primary barrier to growth; the brand must establish itself as a solution for hybrid work management to break through.

Publish comparison-focused content that explicitly benchmarks Codi against industry peers.

Competitors are successfully populating comparison queries; creating structured tables and 'vs.' content will help AI models recognize Codi as a viable alternative during vendor evaluations.

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

Flexible Office Space Search(3 queries)

“what are the best alternatives to long-term office leases for a 100 person startup”

0/2 platforms mentioned

Core

ChatGPT

1.Industrious

2.IWG (Regus, Spaces)

3.WeWork

4.Emerge212

5.Office In America

Gemini

1.Industrious (Canvas, Hana)

2.WeWork

3.IWG (Spaces, Regus)

4.Knotel

5.The Instant Group

+6 more

“give me a list of companies that offer private office suites that are actually turnkey and ready to move in”

0/2 platforms mentioned

Core

ChatGPT

1.WeWork

2.IWG (Regus)

3.Carr Workplaces

4.Premier Workspaces (Premier Business Centers)

5.Industrious

+3 more

Gemini

1.Regus

2.IWG

3.WeWork

4.Industrious

5.Expansive (SmartSuites)

+10 more

“is there a way to find private office space that feels more like a residential neighborhood instead of a massive sterile building”

0/2 platforms mentioned

Adjacent

ChatGPT

1.LoopNet

2.Crexi

3.SVN

4.NAI

5.Cushman & Wakefield

+6 more

Gemini

1.Radious

2.LiquidSpace

3.LocalWorks

4.LoopNet

5.Crexi

+7 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.

Top Flex Workspace Providers

2727coworking.com

Web1 ref

Private Offices Coworking

officernd.com

Web1 ref

Flex Workspace Market Trends 2026 Outlook

coworkingconsulting.com

Web1 ref

Coworking Trends 2025 Whats New In Flexible Workspaces

alliancevirtualoffices.com

Web1 ref

Top Flex Workspace Providers.Pdf

2727coworking.com

Web1 ref

Wework Common Desk Coworking Space Downtown Texas

axios.com

Web1 ref

What Is Flexible Office Space

kumospace.com

Web1 ref

Worldnewswire 2026 2 13 Top Trends In Flex Space Leasing What Businesses Should Expect In 2026

markets.financialcontent.com

Web1 ref

The Workthere Flexmark Report 2025 V3.Pdf

workthere.com

Web1 ref

The Evolution Of U S Industrial Flex Space 20 Years Of Transformation For Startups

mmcganalytics.com

Web1 ref

Virtual Office

en.wikipedia.org

Wiki1 ref

Alternative coworking to WeWork/Industrious/Regus? Need private office.

reddit.com

Forum1 ref

Overcrowded WeWork Locations

reddit.com

Forum1 ref

Why Entrepreneurs Are Choosing Coworking Spaces Over Traditional Offices in 2026

officeinamerica.com

Web1 ref

The Rise of Micro Offices: Why Smaller Workspaces Are Trending

reddit.com

Forum1 ref

Brand Identity

Brand Voice & Style

How AI perceives Codi's communication style and personality

Codi communicates with a direct, confident, and highly efficient tone that prioritizes clarity and problem-solving. It positions itself as an indispensable partner for modern businesses, using language that emphasizes automation, speed, and the elimination of workplace friction. The brand voice is professional yet modern, avoiding overly corporate jargon in favor of punchy, benefit-driven messaging that resonates with busy founders and operations leaders.

Core Tone Traits

Direct and Efficient

Focuses on getting straight to the value proposition without fluff.

Confident and Authoritative

Uses strong, declarative statements like 'Your office will run itself'.

Modern and Tech-Forward

Highlights AI and automation as core pillars of the service.

Supportive and Partner-Oriented

Positions the brand as an 'all-in-one office partner' that handles the heavy lifting.

Visual Identity

Primary

#0078FF

Secondary

#FFFFFF

Accent

#002D82

Background

#FFFFFF

Foreground

#111111

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 22, 2026.

Explore Real Estate / PropTech

Start getting
recommended by AI.

Enter your website to see exactly what ChatGPT, Claude, and Gemini say about your business. Free, instant, and eye-opening.

Free visibility scanResults in 2 minutesNo credit card required

Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.

Businesses/Real Estate / PropTech/Codi

AI Visibility & Sentiment

Codi

Active Monitoring

codiwork.com

Real Estate / PropTech Startups

AI Visibility Score

11/100

Invisible

Sentiment Score

100/100

Score by Priority

core

adjacent

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Codi today.

Working in your favor

Effective brand identity recognition when users specifically query 'What is Codi' on ChatGPT and Gemini.

Marginal visibility with the Growth-Stage Startup Founder persona, indicating a small foothold in the startup ecosystem.

Gaps to close

Total absence in 'Flexible Office Space Search' queries, meaning Codi is excluded from the primary decision-making phase of potential clients.

Failure to capture interest from the Remote-First Operations Lead and Technical Procurement Manager personas, who are currently being funneled toward competitors.

Zero visibility across critical 'Facilities Management' and 'PropTech Vendor Selection' discussions.

Opportunities

Capitalize on the transition from traditional office leases by embedding Codi into the AI discourse surrounding flexible workspace alternatives.

Position Codi as a thought leader in the 'office playbook' and hybrid work management space to trigger inclusion in broader workplace tech queries.

Directly challenge incumbents like Industrious by targeting AI-driven comparison queries with structured, optimized content.

Highest-Impact Actions

Develop a 'Flexible Workspace AI-Optimization' content program focused on high-intent search terms.

Codi is invisible in core search categories; producing authoritative content that answers 'best alternatives to long-term leases' will force the brand into AI training sets and LLM responses.

Execute a targeted SEO and PR campaign directed at the Remote-First Operations Lead persona.

The current lack of visibility with key decision-makers is the primary barrier to growth; the brand must establish itself as a solution for hybrid work management to break through.

Publish comparison-focused content that explicitly benchmarks Codi against industry peers.

Competitors are successfully populating comparison queries; creating structured tables and 'vs.' content will help AI models recognize Codi as a viable alternative during vendor evaluations.

Value Proposition

Overview

Mission

To enable people to lead happier, more fulfilled lives by bringing work closer to home.

Products & Services

Turnkey Private OfficesCodi AI Office AssistantHub-and-Spoke SolutionsOffice Playbooks

Current State

Visibility Landscape

A high-level view of how Codi 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	—
“What do you know about Codi? What do they do and what's their reputation?”	#1	—	#1	—
Core6q Product/service category queries	0	—	30	—
“what are the best alternatives to long-term office leases for a 100 person startup”	No	—	No	—
“give me a list of companies that offer private office suites that are actually turnkey and ready to move in”	No	—	No	—
“what office management software or ai tools can help me run a hybrid office with zero manual effort”	No	—	No	—
“how do i build an office playbook for my remote team to make sure they actually use the office space we provide”	No	—	#4	—
“who are the most reliable providers for flexible private office solutions for startups right now”	No	—	No	—
“i need to compare flexible workspace providers like industrious or wework to see which is best for a mid-sized growth company”	No	—	No	—
Growth Areas3q Adjacent, aspirational & visionary	0	—	0	—
“is there a way to find private office space that feels more like a residential neighborhood instead of a massive sterile building”	No	—	No	—
“what are the top platforms for managing hybrid work schedules and office facility amenities”	No	—	No	—
“what should i look for when evaluating an office-as-a-service provider for my remote-first company”	—	—	No	—

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

—

“what are the best alternatives to long-term office leases for a 100 person startup”

—

“give me a list of companies that offer private office suites that are actually turnkey and ready to move in”

—

“what office management software or ai tools can help me run a hybrid office with zero manual effort”

—

“how do i build an office playbook for my remote team to make sure they actually use the office space we provide”

—

“who are the most reliable providers for flexible private office solutions for startups right now”

—

“i need to compare flexible workspace providers like industrious or wework to see which is best for a mid-sized growth company”

—

“is there a way to find private office space that feels more like a residential neighborhood instead of a massive sterile building”

—

“what are the top platforms for managing hybrid work schedules and office facility amenities”

—

“what should i look for when evaluating an office-as-a-service provider for my remote-first company”

—

Competitive Landscape

Industrious

41 mentions

WeWork

31 mentions

Robin

21 mentions

Envoy

18 mentions

Convene

17 mentions

Knotel

16 mentions

Kisi

14 mentions

LiquidSpace

13 mentions

Slack

11 mentions

Openpath

11 mentions

Codi

1 mention

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Effective brand identity recognition when users specifically query 'What is Codi' on ChatGPT and Gemini.

Strength

Marginal visibility with the Growth-Stage Startup Founder persona, indicating a small foothold in the startup ecosystem.

Gap

Total absence in 'Flexible Office Space Search' queries, meaning Codi is excluded from the primary decision-making phase of potential clients.

Recommended Actions

Develop a 'Flexible Workspace AI-Optimization' content program focused on high-intent search terms.

Codi is invisible in core search categories; producing authoritative content that answers 'best alternatives to long-term leases' will force the brand into AI training sets and LLM responses.

Execute a targeted SEO and PR campaign directed at the Remote-First Operations Lead persona.

The current lack of visibility with key decision-makers is the primary barrier to growth; the brand must establish itself as a solution for hybrid work management to break through.

Publish comparison-focused content that explicitly benchmarks Codi against industry peers.

Competitors are successfully populating comparison queries; creating structured tables and 'vs.' content will help AI models recognize Codi as a viable alternative during vendor evaluations.

Content Engineering

Content Ideas

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

Programmatic Testing

Sample Conversations

ChatGPT

Claude

Gemini

AI Overviews

Flexible Office Space Search(3 queries)

“what are the best alternatives to long-term office leases for a 100 person startup”

0/2 platforms mentioned

Core

ChatGPT

1.Industrious

2.IWG (Regus, Spaces)

3.WeWork

4.Emerge212

5.Office In America

Gemini

1.Industrious (Canvas, Hana)

2.WeWork

3.IWG (Spaces, Regus)

4.Knotel

5.The Instant Group

+6 more

“give me a list of companies that offer private office suites that are actually turnkey and ready to move in”

0/2 platforms mentioned

Core

ChatGPT

1.WeWork

2.IWG (Regus)

3.Carr Workplaces

4.Premier Workspaces (Premier Business Centers)

5.Industrious

+3 more

Gemini

1.Regus

2.IWG

3.WeWork

4.Industrious

5.Expansive (SmartSuites)

+10 more

“is there a way to find private office space that feels more like a residential neighborhood instead of a massive sterile building”

0/2 platforms mentioned

Adjacent

ChatGPT

1.LoopNet

2.Crexi

3.SVN

4.NAI

5.Cushman & Wakefield

+6 more

Gemini

1.Radious

2.LiquidSpace

3.LocalWorks

4.LoopNet

5.Crexi

+7 more

Source Intelligence

Citations

Top Flex Workspace Providers

2727coworking.com

Web1 ref

Private Offices Coworking

officernd.com

Web1 ref

Flex Workspace Market Trends 2026 Outlook

coworkingconsulting.com

Web1 ref

Coworking Trends 2025 Whats New In Flexible Workspaces

alliancevirtualoffices.com

Web1 ref

Top Flex Workspace Providers.Pdf

2727coworking.com

Web1 ref

Wework Common Desk Coworking Space Downtown Texas

axios.com

Web1 ref

What Is Flexible Office Space

kumospace.com

Web1 ref

Worldnewswire 2026 2 13 Top Trends In Flex Space Leasing What Businesses Should Expect In 2026

markets.financialcontent.com

Web1 ref

The Workthere Flexmark Report 2025 V3.Pdf

workthere.com

Web1 ref

The Evolution Of U S Industrial Flex Space 20 Years Of Transformation For Startups

mmcganalytics.com

Web1 ref

Virtual Office

en.wikipedia.org

Wiki1 ref

Alternative coworking to WeWork/Industrious/Regus? Need private office.

reddit.com

Forum1 ref

Overcrowded WeWork Locations

reddit.com

Forum1 ref

Why Entrepreneurs Are Choosing Coworking Spaces Over Traditional Offices in 2026

officeinamerica.com

Web1 ref

The Rise of Micro Offices: Why Smaller Workspaces Are Trending

reddit.com

Forum1 ref

Brand Identity

Brand Voice & Style

How AI perceives Codi's communication style and personality

Core Tone Traits

Direct and Efficient

Focuses on getting straight to the value proposition without fluff.

Confident and Authoritative

Uses strong, declarative statements like 'Your office will run itself'.

Modern and Tech-Forward

Highlights AI and automation as core pillars of the service.

Supportive and Partner-Oriented

Positions the brand as an 'all-in-one office partner' that handles the heavy lifting.

Visual Identity

Primary

#0078FF

Secondary

#FFFFFF

Accent

#002D82

Background

#FFFFFF

Foreground

#111111

Backing

Investors

Weekend Fund

Engineer content that makes AI agents recommend you

Data generated by Pendium.ai AI visibility scanning. Last scanned March 22, 2026.

Explore Real Estate / PropTech

Codi

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 Real Estate / PropTech

Start gettingrecommended by AI.

Frequently asked questions

Codi

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 Real Estate / PropTech

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.