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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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 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

visionary

AI Perception

Summary

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.

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

Agent Breakdown

AI Platforms

How often do different AI platforms reference Codi?

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Conversation Analysis

Key Topics

What conversations is Codi included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Codi 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

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

Brand Perception

What AI Really Thinks

We asked each AI platform directly about Codi 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

0Neutral

0Negative

across 2 responses

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

ChatGPT

Positive

“…Codi (Codi Inc.) – Flexible Offices & AI Office Manager…”

Gemini

Positive

“…Codi is primarily known as a flexible office space platform that provides turnkey, private workspaces for companies.…”

Analysis

Key Insights

What AI visibility analysis reveals about this brand

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.

Technical Health

Site Health for AI Visibility

How well Codi's website is optimized for AI agent discovery and comprehension.

80/100

12 passed 2 warnings 4 issues

Audited 3/22/2026

Crawlability96

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO58

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG77

Open Graph, Twitter cards

AI Readability100

How well AI can parse your content

Critical Issues

Page has no title tag

Add a <title> tag describing the page content (50-60 characters).

Page has no meta description

Add a <meta name="description"> tag summarizing the page (150-160 characters).

Page has no H1 heading

Add a single H1 tag as the main page heading.

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

2 render-blocking resource(s) detected

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

Few headings on page

Add more H2 and H3 headings to organize content into sections.

Few internal links on this page

Add more internal links to related pages on your site.

Missing Open Graph tags for social sharing

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

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

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.

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Codi

Industrious41 mentions

WeWork31 mentions

Robin21 mentions

Envoy18 mentions

Convene17 mentions

Knotel16 mentions

Kisi14 mentions

LiquidSpace13 mentions

Slack11 mentions

Openpath11 mentions

Codi1 mention

Source Intelligence

Citations

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

2727coworking.com

https://2727coworking.com/articles/top-flex-workspace-providers

Referenced in 2 queries

Review

officernd.com

https://www.officernd.com/blog/private-offices-coworking/

Referenced in 1 query

Review

coworkingconsulting.com

https://coworkingconsulting.com/insights/flex-workspace-market-trends-2026-outlook/

Referenced in 1 query

Review

alliancevirtualoffices.com

https://www.alliancevirtualoffices.com/virtual-office-blog/coworking-trends-2025-whats-new-in-flexible-workspaces/

Referenced in 1 query

Review

2727coworking.com

https://2727coworking.com/articles/pdfs/top-flex-workspace-providers.pdf

Referenced in 2 queries

Review

axios.com

https://www.axios.com/local/san-antonio/2024/02/28/wework-common-desk-coworking-space-downtown-texas

Referenced in 1 query

Review

kumospace.com

https://www.kumospace.com/blog/what-is-flexible-office-space

Referenced in 1 query

Review

markets.financialcontent.com

https://markets.financialcontent.com/stocks/article/worldnewswire-2026-2-13-top-trends-in-flex-space-leasing-what-businesses-should-expect-in-2026

Referenced in 1 query

Review

workthere.com

https://www.workthere.com/media/utimlwau/the-workthere-flexmark-report-2025-v3.pdf

Referenced in 1 query

Review

mmcganalytics.com

https://www.mmcganalytics.com/post/the-evolution-of-u-s-industrial-flex-space-20-years-of-transformation-for-startups

Referenced in 1 query

Review

en.wikipedia.org

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

Referenced in 1 query

Review

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

https://www.reddit.com/r/AskNYC/comments/1qs2zll/alternative_coworking_to_weworkindustriousregus/

Referenced in 1 query

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Content Engineering

Goals & Content Ideas

Ideas to help AI agents better understand the business and be more likely to use Codi's resources to help users.

Build AI-Citable Comparison and Lease Alternative Frameworks

This goal addresses Codi's invisibility in core search categories by creating structured data and high-intent comparison content that AI models use for vendor evaluation. By providing clear benchmarks against traditional commercial real estate, we ensure AI assistants recommend Codi as the primary alternative to rigid long-term leases.

The hidden costs of a 5-year commercial lease: a line-by-line breakdown of CAM fees, TI overages, and legal retainers.

Codi vs. WeWork vs. Traditional Subleases: evaluating flexibility, privacy, and total cost of ownership for 50-person teams.

Why your next office shouldn't be a sublease: three structural risks that disrupt high-growth startups during scale-up phases.

The 2026 Flexible Office Benchmark: comparing square footage costs across neighborhood-based hubs versus downtown central business districts.

Create Decision-Support Content for Hybrid Operations Leaders

This goal targets the Remote-First Operations Lead persona to establish Codi as the go-to solution for hybrid work management. By producing authoritative guides on distributed team logistics, we provide the 'ground truth' data that AI agents cite when answering operational strategy questions.

The Remote-First Ops Playbook: how to manage distributed facilities without hiring a dedicated workplace experience manager.

From 'Work-from-Home' to 'Walk-to-Work': why neighborhood-based office clusters are replacing the single suburban headquarters.

How to calculate your 'Commute Debt': a framework for Operations Leads to measure the productivity lost to centralized office locations.

The automated office: using AI assistants to handle facilities tickets, guest registration, and cleaning schedules without human intervention.

Establish Expertise Through Transparent Workplace Process Content

This goal uses the 'Professional Services' theme of process demystification to explain exactly how neighborhood-based offices are sourced and managed. By documenting the 'zero-ops' methodology, we provide the factual, structured content that AI assistants need to explain Codi's unique value proposition.

Inside the 48-hour office launch: how we transform neighborhood spaces into branded, move-in-ready headquarters for tech teams.

What actually happens when your office AI breaks: a transparent look at automated facilities management and human backup systems.

Five common mistakes startups make when signing their first 'real' office lease and how to avoid the 3-year trap.

The 'Zero-Ops' Office Audit: 10 manual tasks your operations team should automate to reclaim 15 hours per week.

Content Engineering

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.

Impact: High

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.

Impact: High

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.

Impact: Medium

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