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

Get a demo

Codi

Visibility19

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

19/100

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	—
Core6q Product/service category queries	0	—	30	—
Growth Areas3q Adjacent, aspirational & visionary	0	—	0	—

Competitive Landscape

Industrious41 mentions

WeWork31 mentions

Robin21 mentions

Envoy18 mentions

Convene17 mentions

Knotel16 mentions

Kisi14 mentions

LiquidSpace13 mentions

Slack11 mentions

Openpath11 mentions

Codi1 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

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.