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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National Pork Board

Visibility0

Vibe50

Businesses/Agriculture & Food Production/National Pork Board

AI Visibility & Sentiment

National Pork Board

The National Pork Board (NPB) is the industry organization responsible for promoting pork, conducting research, and providing education to consumers and producers. Funded by the Pork Checkoff, the NPB focuses on enhancing demand for pork, supporting producer sustainability, and ensuring the resilience of the U.S. swine herd.

Active Monitoring

pork.org

Agriculture & Food Production

AI Visibility Score

0/100

Invisible

Sentiment Score

50/100

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

aspirational

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe National Pork Board today.

The National Pork Board currently maintains a profile that is limited to direct brand inquiries, resulting in a complete absence from the conversational AI landscape where consumers seek protein recommendations and sustainable food sourcing advice. While competitors like White Oak Pastures and Niman Ranch successfully dominate the narrative around ethical protein consumption, the National Pork Board remains absent from the decision-making process of health-conscious home chefs.

Working in your favor

Brand recognition exists for direct inquiries, confirming that current authoritative data sources are correctly indexed for simple identity-based searches.

Gaps to close

Total failure to appear in high-intent meal planning and protein sourcing queries.

Complete lack of visibility regarding sustainable and responsible agriculture topics, ceding this space to competitors.

Inability to reach the 'Health-Conscious Home Chef' persona during critical kitchen decision moments.

Opportunities

Capitalize on the existing gap in meat-protein nutritional analysis to position pork as a primary contender for weeknight protein options.

Establish institutional authority in the 'responsible agriculture' conversation to compete directly with boutique brands like White Oak Pastures.

Provide actionable 'culinary versatility' content that answers common questions about meal prep and modern kitchen integration.

Highest-Impact Actions

Produce an authoritative 'Pork vs. Poultry vs. Beef' nutritional comparison series

Directly addresses the frequent user queries asking to compare the nutritional benefits of different meat proteins, where the brand currently sees zero mentions.

Develop a 'Sustainable Pork Farming 101' content series

Targets the specific 'responsible agriculture' and 'animal welfare' queries where competitors are currently capturing the market share and the brand is invisible.

Publish a 'Weeknight Protein Masterclass' editorial series

Directly targets the 'Health-Conscious Home Chef' persona looking for quick, healthy protein ideas, transforming the brand from an obscure entity into an active culinary advisor.

Value Proposition

It provides a unified, science-based voice for the U.S. pork industry, leveraging collective funding to deliver neutral research, sustainability documentation, and high-impact national marketing campaigns that promote pork as a nutritious, versatile, and sustainable protein.

Overview

Mission

The National Pork Board builds trust and adds value to the U.S. pork industry through promotion, research and education.

Products & Services

Consumer Marketing CampaignsAgViewPork Quality Assurance PlusConsumer ConnectPork Cares Farm Impact ReportsPork chopsPork ribsPork tenderloinPork loin roastPork shoulderGround porkBaconHamSausage

Current State

Visibility Landscape

A high-level view of how National Pork Board 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	50
“What do you know about National Pork Board? What do they do and what's their reputation?”	—	Neutral	Neutral	Neutral
Core3q Product/service category queries	—	0	0	0
“what are the best high-protein meat brands to buy for meal prep that aren't super expensive”	—	No	No	No
“i need quick, healthy protein ideas for a weeknight dinner, what are some easy options i can get at the grocery store”	—	No	No	No
“compare the nutritional benefits of different meat proteins like chicken beef and pork for a balanced diet”	—	No	No	No
Growth Areas6q Adjacent, aspirational & visionary	—	0	0	0
“which food producers have the most transparent sustainability reporting for their farms”	—	No	No	No
“what are some cool kitchen gadgets that make cooking different types of meat way easier”	—	No	No	No
“best meat brands that focus on animal welfare and eco-friendly farming practices”	—	No	No	No
“where can i find information on responsible agriculture brands that are actually helping the environment”	—	No	No	No
“give me some good meal kit subscription services that focus on fresh, high-quality ingredients”	—	No	No	No
“how can i start a simple backyard garden or small food plot to supplement my grocery shopping”	—	No	No	No

“What do you know about National Pork Board? What do they do and what's their reputation?”

—

Neutral

“what are the best high-protein meat brands to buy for meal prep that aren't super expensive”

—

“i need quick, healthy protein ideas for a weeknight dinner, what are some easy options i can get at the grocery store”

—

“compare the nutritional benefits of different meat proteins like chicken beef and pork for a balanced diet”

—

“which food producers have the most transparent sustainability reporting for their farms”

—

“what are some cool kitchen gadgets that make cooking different types of meat way easier”

—

“best meat brands that focus on animal welfare and eco-friendly farming practices”

—

“where can i find information on responsible agriculture brands that are actually helping the environment”

—

“give me some good meal kit subscription services that focus on fresh, high-quality ingredients”

—

“how can i start a simple backyard garden or small food plot to supplement my grocery shopping”

—

Brand Ecosystem

White Oak Pastures

11 mentions

Nestlé

nestle.com

10 mentions

Niman Ranch

8 mentions

Wild Planet

7 mentions

Danone

danone.com

7 mentions

Lundberg Family Farms

7 mentions

Force of Nature

7 mentions

Unilever

unilever.com

6 mentions

HowGood

howgood.com

6 mentions

PepsiCo

pepsico.com

6 mentions

National Pork Board

0 mentions

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve National Pork Board's AI visibility.

Key Findings

Strength

Brand recognition exists for direct inquiries, confirming that current authoritative data sources are correctly indexed for simple identity-based searches.

Gap

Total failure to appear in high-intent meal planning and protein sourcing queries.

Gap

Complete lack of visibility regarding sustainable and responsible agriculture topics, ceding this space to competitors.

Recommended Actions

Produce an authoritative 'Pork vs. Poultry vs. Beef' nutritional comparison series

Directly addresses the frequent user queries asking to compare the nutritional benefits of different meat proteins, where the brand currently sees zero mentions.

Develop a 'Sustainable Pork Farming 101' content series

Targets the specific 'responsible agriculture' and 'animal welfare' queries where competitors are currently capturing the market share and the brand is invisible.

Publish a 'Weeknight Protein Masterclass' editorial series

Directly targets the 'Health-Conscious Home Chef' persona looking for quick, healthy protein ideas, transforming the brand from an obscure entity into an active culinary advisor.

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

High Protein Meal Planning And Protein Sourcing(3 queries)

“what are the best high-protein meat brands to buy for meal prep that aren't super expensive”

0/3 platforms mentioned

Core

Claude

1.Tyson (Tyson Fresh Meats)

2.Perdue

3.Costco (Kirkland Signature)

4.Butterball

5.Jennie-O

+9 more

Gemini

1.Tyson

2.Perdue

3.Costco (Kirkland Signature)

4.Jennie-O

5.Kroger

+14 more

AI Overviews

1.Costco (Kirkland Signature)

2.Aldi

3.Wild Fork Foods

“i need quick, healthy protein ideas for a weeknight dinner, what are some easy options i can get at the grocery store”

0/3 platforms mentioned

Core

The Health-Conscious Home Chef · Consumer

Claude

No brands listed

Gemini

1.Perdue Harvestland

2.Whole Foods 365 Organic

3.Nasoya Super Firm Tofu

4.Hodo Organic Tofu

5.Applegate Organics

+2 more

AI Overviews

1.Amylu

2.Costco

3.Healthy Choice (Healthy Choice Simply Steamers)

“compare the nutritional benefits of different meat proteins like chicken beef and pork for a balanced diet”

0/3 platforms mentioned

Core

The Health-Conscious Home Chef · Consumer

Claude

No brands listed

Gemini

1.Cronometer

2.Meater (Meater Plus, Meater 2 Plus)

3.Instant Pot

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.

8 Best High-Protein Meal Delivery Options (2026) | Garage Gym Reviews

garagegymreviews.com

National Pork Board

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

National Pork Board

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.