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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North Star Technical Services

Visibility0

Vibe63

Businesses/Internet Services & Technology/North Star Technical Services

AI Visibility & Sentiment

North Star Technical Services

North Star Technical Services (NSTS) is a community-focused internet service provider that has been offering public access computer services to Royal Oak, Michigan and neighboring communities since 1988. They provide free email accounts, internet access, mailing lists, UUCP connections, and operate The Mystery Spot BBS.

Active Monitoring

mystery.com

Internet Services & Technology

AI Visibility Score

0/100

Invisible

Sentiment Score

63/100

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

adjacent

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe North Star Technical Services today.

North Star Technical Services is currently ceding its entire local market share to coffee shops and global tech giants, failing to appear in a single AI-driven recommendation for its core service area. While Claude and Gemini recognize the brand in direct queries, a critical disconnect between brand identity and service utility keeps the company invisible to prospective customers seeking solutions in Royal Oak.

Working in your favor

Direct brand recognition on Claude and Gemini demonstrates that foundational data about the company exists within major large language models.

Achieved a #1 ranking on brand-specific queries, indicating that the AI models have a clear, albeit narrow, definition of the brand identity.

Gaps to close

Total absence from local intent queries in Royal Oak, where non-competitors like Starbucks and Panera Bread are currently capturing 100% of the visibility.

Zero footprint in Google AI Overviews, which is the primary gateway for users looking for immediate local internet and technical services.

Failure to rank for 'affordable local connectivity' topics, losing visibility to legacy providers like Gmail and Yahoo Mail.

Opportunities

Pivot content strategy to emphasize 'Royal Oak Technical Services' to intercept local search intent currently being diverted to public Wi-Fi providers.

Aggressively target technical utility keywords to displace generic competitors like Starbucks and Panera Bread in localized AI recommendations.

Highest-Impact Actions

Implement Localized Schema and Geo-Targeted Structured Data

Current AI models are prioritizing location-based entities like Starbucks because North Star lacks the structured digital signals necessary to be categorized as a primary Royal Oak service provider.

Develop Comparative Content for Local Connectivity Alternatives

AI models are currently recommending coffee shops for basic internet needs; North Star must publish content that positions its professional services as the superior, reliable alternative.

Enhance Citation Volume in AI-Indexed Technical Directories

Improving mentions in high-authority technology directories will bridge the gap between simple brand recognition and being surfaced as a top-tier recommendation for category-specific queries.

Value Proposition

Providing free and accessible public computer services to the local Michigan community since 1988, with a strong anti-spam stance and community-first approach.

Overview

Mission

Providing public access computer services to the local community while promoting responsible net commerce and fighting spam.

Products & Services

Free email accounts with webmail accessInternet access (telnet, FTP, gopher, WWW)Mailing list services for discussion groups and newslettersUUCP connections for individuals and businessesThe Mystery Spot BBS with Usenet news

Current State

Visibility Landscape

A high-level view of how North Star Technical Services performs across AI platforms, broken down by strategic priority level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	50	50	100	50
“What do you know about North Star Technical Services? What do they do and what's their reputation?”	Neutral	Neutral	Positive	Neutral
Core Product/service category queries	—	—	—	—
Growth Areas1q Adjacent, aspirational & visionary	0	0	0	0
“where can i get free email and basic internet in royal oak michigan”	No	No	No	No

“What do you know about North Star Technical Services? What do they do and what's their reputation?”

Neutral

Positive

Neutral

“where can i get free email and basic internet in royal oak michigan”

Brand Ecosystem

Gmail

3 mentions

Starbucks

starbucks.com

3 mentions

Yahoo Mail

3 mentions

Panera Bread

2 mentions

Biggby Coffee

2 mentions

Hotmail

2 mentions

Outlook.com

2 mentions

ProtonMail

2 mentions

McDonald's

mcdonalds.com

2 mentions

Outlook

outlook.com

1 mention

North Star Technical Services

0 mentions

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve North Star Technical Services's AI visibility.

Key Findings

Strength

Direct brand recognition on Claude and Gemini demonstrates that foundational data about the company exists within major large language models.

Strength

Achieved a #1 ranking on brand-specific queries, indicating that the AI models have a clear, albeit narrow, definition of the brand identity.

Gap

Total absence from local intent queries in Royal Oak, where non-competitors like Starbucks and Panera Bread are currently capturing 100% of the visibility.

Recommended Actions

Implement Localized Schema and Geo-Targeted Structured Data

Current AI models are prioritizing location-based entities like Starbucks because North Star lacks the structured digital signals necessary to be categorized as a primary Royal Oak service provider.

Develop Comparative Content for Local Connectivity Alternatives

AI models are currently recommending coffee shops for basic internet needs; North Star must publish content that positions its professional services as the superior, reliable alternative.

Enhance Citation Volume in AI-Indexed Technical Directories

Improving mentions in high-authority technology directories will bridge the gap between simple brand recognition and being surfaced as a top-tier recommendation for category-specific queries.

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

Affordable Local Connectivity(1 query)

“where can i get free email and basic internet in royal oak michigan”

0/4 platforms mentioned

Adjacent

ChatGPT

1.Gmail

2.Outlook

3.Yahoo

4.Starbucks

5.Panera Bread

+4 more

Claude

1.Gmail

2.Outlook.com

3.Office

4.ProtonMail

5.Yahoo Mail

+5 more

Gemini

1.Starbucks

2.Cafe Royal Oak

3.Biggby Coffee

4.McDonald's

5.Panera Bread

+6 more

AI Overviews

No brands listed

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.

Gmail

mail.google.com

North Star Technical Services

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

North Star Technical Services

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.