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

Jacob

Visibility28

Vibe69

Businesses/Food & Beverage/Jacob

AI Visibility & Sentiment

Jacob

Jacob is a health-focused protein bar company that creates what they call 'The World's Cleanest Protein Bar.' Founded by someone who overcame chronic asthma through dietary changes, the brand focuses on using real, minimally processed ingredients like grass-fed protein, organic honey, and grass-fed beef tallow while avoiding seed oils and artificial ingredients.

Active Monitoring

eatjacob.com

Food & Beverage

AI Visibility Score

28/100

Low

Sentiment Score

69/100

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 Jacob today.

Jacob is currently a phantom brand in the conversational AI landscape, suffering from a total blackout on ChatGPT and Gemini while simultaneously demonstrating a surprising, high-authority foothold within Google’s AI Overviews. While competitors like Primal Kitchen and RXBAR dominate general protein snack queries, Jacob’s concentrated success in 'Ancestral and Seed-Oil Free' niches proves there is a potent, albeit under-leveraged, data signal that can be scaled to broader audiences.

Working in your favor

Dominant performance in Google AI Overviews with a 25% mention rate and an elite average position of 2.3.

Strong resonance with the 'Biohacking High-Performer' persona, achieving a 13% mention rate.

High authority in niche 'Ancestral & Seed-Oil Free' and 'grass-fed' protein bar queries, where it consistently outranks broader market competitors.

Gaps to close

Total absence from ChatGPT and Gemini (0% visibility), indicating a lack of brand presence in the core training sets used by conversational AI users.

Failed to register a single mention for the 'High-Performance Clean Nutrition' query cluster, despite the brand's protein-rich profile.

Zero visibility in 'Category Comparison' queries where users are actively seeking alternatives to RXBAR or Epic Provisions.

Opportunities

Convert the existing AI Overview success into conversational LLM training data by expanding third-party review coverage.

Capture the 'Performance-Driven CrossFit Athlete' segment which currently shows neutral sentiment and low engagement.

Exploit the 'seed-oil free' differentiator to position Jacob as the primary alternative to Primal Kitchen and Paleovalley.

Highest-Impact Actions

Execute a Large Language Model (LLM) Optimization campaign focusing on third-party verification.

Jacob's 0% visibility on ChatGPT and Gemini suggests a critical lack of mentions in the high-authority datasets these models rely on; increasing mentions in independent health blogs and nutritional databases is essential.

Optimize product descriptions and meta-data to explicitly target 'Post-Workout Snack' and '20g Protein' keywords.

Jacob is currently invisible for high-intent protein-specific queries where competitors are capturing the majority of the market share.

Develop comparative content specifically targeting the 'Cleanest alternative to RXBAR' search intent.

Users are actively searching for replacements for legacy 'clean' brands, and Jacob is missing out on these direct conversion opportunities despite having a superior ingredient profile.

Value Proposition

The cleanest protein bar on the market, made with 20g grass-fed protein, sweetened with organic honey, and free from seed oils and artificial ingredients—delivering nutrition your body actually understands.

Overview

Mission

To help people become the best version of themselves through real food that nourishes the body, born from the founder's personal transformation overcoming chronic health issues through dietary changes.

Products & Services

Grass-fed protein bars (Chocolate, Vanilla, Berry flavors)Subscription service for regular deliveriesWholesale partnerships

Current State

Visibility Landscape

A high-level view of how Jacob 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	70	70	70	70
“What do you know about Jacob? What do they do and what's their reputation?”	Yes	Yes	Yes	Yes
Core5q Product/service category queries	0	14	0	52
“i need a post-workout snack with 20g of protein but i want real food ingredients, what should i buy?”	No	Yes	No	No
“best high protein bars for an ancestral or paleo diet, give me specific brands please”	No	No	No	#1
“what are the best tasting grass-fed protein bars for someone who hates artificial sweeteners?”	No	No	No	#3
“cleanest protein bar alternatives to rxbar or epic provisions that use real honey and no seed oils”	—	No	No	No
“help me find snacks that don't have seed oils in them, what brands should i look for?”	No	No	No	No
Growth Areas1q Adjacent, aspirational & visionary	0	0	0	0
“how can i tell if a protein bar is actually healthy or just processed junk? what specific brands are the most trusted for clean ingredients?”	No	No	No	No

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

Yes

“i need a post-workout snack with 20g of protein but i want real food ingredients, what should i buy?”

Yes

“best high protein bars for an ancestral or paleo diet, give me specific brands please”

“what are the best tasting grass-fed protein bars for someone who hates artificial sweeteners?”

“cleanest protein bar alternatives to rxbar or epic provisions that use real honey and no seed oils”

—

“help me find snacks that don't have seed oils in them, what brands should i look for?”

“how can i tell if a protein bar is actually healthy or just processed junk? what specific brands are the most trusted for clean ingredients?”

Competitive Landscape

EPIC Provisions

16 mentions

Primal Kitchen

15 mentions

RXBAR

14 mentions

Paleovalley

11 mentions

Perfect Bar

9 mentions

Chomps

6 mentions

Wild Planet

5 mentions

Larabar

5 mentions

Paleo Valley

5 mentions

Bulletproof

5 mentions

Jacob

3 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Dominant performance in Google AI Overviews with a 25% mention rate and an elite average position of 2.3.

Strength

Strong resonance with the 'Biohacking High-Performer' persona, achieving a 13% mention rate.

Strength

High authority in niche 'Ancestral & Seed-Oil Free' and 'grass-fed' protein bar queries, where it consistently outranks broader market competitors.

Recommended Actions

Execute a Large Language Model (LLM) Optimization campaign focusing on third-party verification.

Optimize product descriptions and meta-data to explicitly target 'Post-Workout Snack' and '20g Protein' keywords.

Jacob is currently invisible for high-intent protein-specific queries where competitors are capturing the majority of the market share.

Develop comparative content specifically targeting the 'Cleanest alternative to RXBAR' search intent.

Users are actively searching for replacements for legacy 'clean' brands, and Jacob is missing out on these direct conversion opportunities despite having a superior ingredient profile.

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 Performance Clean Nutrition(2 queries)

“i need a post-workout snack with 20g of protein but i want real food ingredients, what should i buy?”

0/4 platforms mentioned

Core

ChatGPT

1.Fage

2.Chobani

3.Siggi’s

4.Good Culture

5.Breakstone’s

+9 more

Claude

No brands listed

Gemini

1.Fage

2.Chobani

3.Oikos

4.Daisy

5.Knudsen

+14 more

AI Overviews

1.POSSIBLE Meal Bar

2.Papa Steve’s

3.The Whole Truth Protein Bar

4.Barebells

“what are the best tasting grass-fed protein bars for someone who hates artificial sweeteners?”

1/4 platforms mentioned

Core

The Biohacking High-Performer · Chief Science Officer

ChatGPT

1.Bulletproof Collagen Protein Bars

2.Paleovalley Collagen Bars

3.Paleovalley Beef Bars

4.Perfect Bar

5.RXBAR

+3 more

Claude

1.Perfect Bar

2.Bulletproof

3.RXBAR

4.Twinlab

Gemini

1.Paleovalley

2.Epic Provisions

3.RXBAR

4.Foremost Farms

AI Overviews

1.Transparent Labs

2.Earth Fed Muscle

3.Jacob

4.ALOHA

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.

Barebells.com

barebells.com

Jacob

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

Jacob

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.