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

The Outline

Visibility1

Vibe80

Businesses/Digital Media & Publishing/The Outline

AI Visibility & Sentiment

The Outline

The Outline is a digital media publication delivering thought-provoking cultural commentary, political analysis, and forward-looking journalism. The site covers topics spanning culture, power, technology, and societal trends with a distinctive irreverent voice and bold visual aesthetic.

Active Monitoring

theoutline.com

Digital Media & Publishing

AI Visibility Score

1/100

Invisible

Sentiment Score

80/100

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 The Outline today.

The Outline exists as a prestigious but dormant entity in the eyes of AI, maintaining perfect recall for direct brand inquiries while being virtually excluded from discovery-based topical searches. This disconnect reveals that while LLMs understand what The Outline is, they do not yet view it as a primary source for critical tech analysis or lifestyle content, allowing competitors like The Verge and Aeon to dominate the conversation.

Working in your favor

Achieved a #1 ranking across ChatGPT, Claude, Gemini, and AI Overviews for direct brand identity checks, indicating deep entity recognition.

Claude identifies the brand as a credible alternative media source, placing it at position 14 for queries regarding media credibility and alternative perspectives.

Gaps to close

Zero visibility across critical tech and political analysis queries, a space currently monopolized by The Verge (3.4 avg pos) and Wired (4.3 avg pos).

No engagement with the 'Design-Driven Creative Professional' or 'Disillusioned Media Junkie' personas, despite these being The Outline’s core demographic.

Complete absence from lifestyle and identity advice results, where competitors like The Atlantic and Longreads are consistently cited.

Opportunities

Leverage the existing 17% mention rate on Claude to build a foothold in 'Alternative Perspectives' categories where niche competitors like The Baffler are gaining ground.

Reclaim the 'Critical Tech' narrative by aligning editorial metadata with the political analysis themes that AI currently attributes to Wired and ProPublica.

Target the 'Design-Driven Creative Professional' persona through structured data that highlights The Outline’s unique visual and aesthetic commentary.

Highest-Impact Actions

Optimize long-form editorial for 'Critical Tech' and 'Big Tech Political Analysis' keywords.

Competitors like The Verge and Wired are capturing all traffic for these high-intent queries; The Outline has the brand recognition to compete but lacks the topical association in LLM training data.

Focus on citation growth within Claude's ecosystem.

Claude is the only platform currently showing a 17% mention rate for the brand; doubling down here provides the fastest path to moving out of 'invisible' status.

Develop content clusters specifically targeting the 'Design-Driven Creative' persona.

The Outline's visual-first identity is a natural fit for this persona, yet current visibility is 0%, representing a significant missed opportunity for audience growth.

Value Proposition

Delivers bold, irreverent cultural commentary and journalism that cuts through the noise with distinctive visual design and sharp editorial voice, offering perspectives you won't find in traditional media.

Overview

Mission

To provide thought-provoking commentary and cultural criticism that challenges conventional thinking and engages readers with bold perspectives on modern life.

Products & Services

Long-form cultural commentary and essaysPolitical analysis and opinion piecesLifestyle and advice contentTechnology and future-focused journalismEntertainment and pop culture coverage

Current State

Visibility Landscape

A high-level view of how The Outline 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	97
“What do you know about The Outline? What do they do and what's their reputation?”	#1	#1	#1	#1
Core4q Product/service category queries	0	18	0	0
“what are the best digital media sites for people who like vice or the verge but want more long-form essays”	No	#14	No	No
“find me some long-form cultural commentary on why internet subcultures are moving to private discords”	No	No	No	No
“who is writing the most interesting essays on how social media is changing our brains, looking for unconventional takes”	No	No	No	No
“give me a reading list of sharp pop culture coverage that isn't just celebrity gossip”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	0	0	0	0
“give me some lifestyle and advice content about dealing with digital burnout that isn't just generic self-help”	No	No	No	No
“show me some political analysis of how big tech companies are lobbying against remote work”	No	No	No	No
“give me some future-focused journalism about the ethics of biological hacking and silicon valley culture”	No	No	No	No

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

“what are the best digital media sites for people who like vice or the verge but want more long-form essays”

#14

“find me some long-form cultural commentary on why internet subcultures are moving to private discords”

“who is writing the most interesting essays on how social media is changing our brains, looking for unconventional takes”

“give me a reading list of sharp pop culture coverage that isn't just celebrity gossip”

“give me some lifestyle and advice content about dealing with digital burnout that isn't just generic self-help”

“show me some political analysis of how big tech companies are lobbying against remote work”

“give me some future-focused journalism about the ethics of biological hacking and silicon valley culture”

Competitive Landscape

The Verge

11 mentions

Aeon

7 mentions

Vice

6 mentions

Wired

6 mentions

ProPublica

6 mentions

Longreads

6 mentions

The Atlantic

5 mentions

The Baffler

5 mentions

Platformer

4 mentions

The New Yorker

4 mentions

The Outline

1 mention

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Achieved a #1 ranking across ChatGPT, Claude, Gemini, and AI Overviews for direct brand identity checks, indicating deep entity recognition.

Strength

Claude identifies the brand as a credible alternative media source, placing it at position 14 for queries regarding media credibility and alternative perspectives.

Gap

Zero visibility across critical tech and political analysis queries, a space currently monopolized by The Verge (3.4 avg pos) and Wired (4.3 avg pos).

Recommended Actions

Optimize long-form editorial for 'Critical Tech' and 'Big Tech Political Analysis' keywords.

Competitors like The Verge and Wired are capturing all traffic for these high-intent queries; The Outline has the brand recognition to compete but lacks the topical association in LLM training data.

Focus on citation growth within Claude's ecosystem.

Claude is the only platform currently showing a 17% mention rate for the brand; doubling down here provides the fastest path to moving out of 'invisible' status.

Develop content clusters specifically targeting the 'Design-Driven Creative' persona.

The Outline's visual-first identity is a natural fit for this persona, yet current visibility is 0%, representing a significant missed opportunity for audience growth.

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

Authentic Lifestyle & Identity Advice(1 query)

“give me some lifestyle and advice content about dealing with digital burnout that isn't just generic self-help”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Notion

2.Obsidian

3.Loom

4.Freedom

5.LeechBlock

+20 more

Claude

No brands listed

Gemini

1.Freedom

2.Cold Turkey

3.Evernote

4.Notion

5.Anki

+8 more

AI Overviews

1.Chateau Health & Wellness

2.Deconstructing Stigma

3.The Enterprisers Project

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.

Digital Burnout: Signs, Symptoms, and Recovery in 2026

url

The Outline

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 Digital Media & Publishing

Start gettingrecommended by AI.

Frequently asked questions

The Outline

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 Digital Media & Publishing

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.