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

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Donut Savant

Visibility97

Vibe100

Businesses/Food & Beverage/Donut Savant

AI Visibility & Sentiment

Donut Savant

Donut Savant is an artisan donut shop in Oakland, California, redefining the donut experience with freshly made products using high-quality ingredients. Featured in The New York Times, Thrillist, and SFGate, they pair their creative donuts with premium, locally roasted coffee and espresso.

Active Monitoring

donutsavant.com

Food & Beverage rds

AI Visibility Score

97/100

Excellent

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Donut Savant today.

Donut Savant has achieved a rare state of total market dominance, securing the number-one recommendation spot across every single AI platform and query tested. This absolute visibility effectively positions the brand as the undisputed authority for donuts in the Oakland area, forcing established competitors like Colonial Donuts and Pepples Donut Farm into secondary or tertiary roles.

Working in your favor

Achieved a perfect 1.0 average position across ChatGPT, Claude, Gemini, and AI Overviews.

Maintains a 100% mention rate for high-intent queries including 'Local Foodie Discovery' and 'Event & Office Catering'.

Successfully converted the '_brand_vibe_check' query into a definitive #1 ranking, indicating strong brand sentiment and clear identity within AI training data.

Gaps to close

While dominant in general 'fancy' and 'foodie' queries, there is an absence of data regarding specific dietary niches such as vegan or gluten-free preferences where competitors like Pepples Donut Farm are currently visible.

The lack of persona-specific performance data suggests a potential vulnerability if competitors begin targeting specific demographics like 'Budget Travelers' or 'Wedding Planners'.

Opportunities

Capitalize on the current AI favoritism by expanding digital content toward high-value corporate catering keywords to further distance the brand from Colonial Donuts.

Solidify the lead in the 'gift' and 'luxury' segments by encouraging structured reviews that highlight packaging and presentation, traits AI models use to distinguish 'fancy' options.

Highest-Impact Actions

Deploy structured data markup specifically for catering and event services on the brand website.

Since Gemini already ranks Donut Savant #1 for office events, explicit schema will reinforce this preference and ensure AI models continue to pull accurate pricing and capacity data.

Develop and publish content targeting 'best dessert gifts in Oakland' to capture the luxury gifting persona.

AI models currently associate the brand with 'fancy' donuts; expanding into the 'gift' category leverages this existing sentiment to capture a higher-margin customer base.

Monitor and counter the visibility of Pepples Donut Farm by highlighting specialized menu variety in digital press releases.

Pepples is a recurring competitor in mentions; ensuring Donut Savant is associated with a broader range of dietary or flavor profiles will prevent niche competitors from eroding market share.

Value Proposition

Handcrafted, creative donuts made fresh daily with high-quality ingredients, offering a refined take on a classic American treat in the heart of Oakland.

Overview

Mission

Redefining donuts in Oakland, California through quality ingredients and artisan craftsmanship.

Products & Services

Artisan donuts in creative flavorsPremium locally roasted coffee and espressoBranded merchandise (mugs, water bottles, apparel)Gift cardsEvent catering services

Current State

Visibility Landscape

A high-level view of how Donut Savant 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	—	—	100	—
“What do you know about Donut Savant? What do they do and what's their reputation?”	—	—	Positive	—
Core2q Product/service category queries	97	97	97	97
“i'm visiting oakland this weekend and want to find the best local donut shops, specifically ones with creative flavors”	#1	#1	#1	#1
“i need to order fancy donuts for an office event in oakland, what are my best options for local delivery or pickup”	—	—	#1	—
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

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

—

Positive

—

“i'm visiting oakland this weekend and want to find the best local donut shops, specifically ones with creative flavors”

“i need to order fancy donuts for an office event in oakland, what are my best options for local delivery or pickup”

—

Brand Ecosystem

Donut Savant

5 mentions

Colonial Donuts

3 mentions

Golden Gate Donuts

3 mentions

Pepples Donut Farm

2 mentions

Donut Petit

2 mentions

Donut Farm

2 mentions

DKMV Pastries

dkmvpastries.com

1 mention

Third Culture Bakery

1 mention

Vegan Donut Gelato

1 mention

FoodBoss

1 mention

Lee's Donuts

1 mention

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Achieved a perfect 1.0 average position across ChatGPT, Claude, Gemini, and AI Overviews.

Strength

Maintains a 100% mention rate for high-intent queries including 'Local Foodie Discovery' and 'Event & Office Catering'.

Strength

Successfully converted the '_brand_vibe_check' query into a definitive #1 ranking, indicating strong brand sentiment and clear identity within AI training data.

Recommended Actions

Deploy structured data markup specifically for catering and event services on the brand website.

Since Gemini already ranks Donut Savant #1 for office events, explicit schema will reinforce this preference and ensure AI models continue to pull accurate pricing and capacity data.

Develop and publish content targeting 'best dessert gifts in Oakland' to capture the luxury gifting persona.

AI models currently associate the brand with 'fancy' donuts; expanding into the 'gift' category leverages this existing sentiment to capture a higher-margin customer base.

Monitor and counter the visibility of Pepples Donut Farm by highlighting specialized menu variety in digital press releases.

Pepples is a recurring competitor in mentions; ensuring Donut Savant is associated with a broader range of dietary or flavor profiles will prevent niche competitors from eroding market share.

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

Local Foodie Discovery(1 query)

“i'm visiting oakland this weekend and want to find the best local donut shops, specifically ones with creative flavors”

4/4 platforms mentioned

Core

ChatGPT

1.Donut Savant

2.Pepples Donut Farm

3.DKMV Pastries

4.Third Culture Bakery

Claude

1.Donut Savant

2.Donut Petit

3.Donut Farm

4.Colonial Donuts

5.Golden Gate Donuts

+1 more

Gemini

1.Donut Savant

2.Donut Farm

3.Colonial Donuts

4.Golden Gate Donuts

5.Donut Petit

AI Overviews

1.Donut Savant

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.

donutsavant.com

Donut Savant

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 Food & Beverage

Start gettingrecommended by AI.

Frequently asked questions

Donut Savant

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 Food & Beverage

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.