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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Further Food

Visibility36

Vibe93

Businesses/Collagen Peptides Supplements/Further Food

AI Visibility & Sentiment

Further Food

Active Monitoring

furtherfood.com

Collagen Peptides Supplements anti-aging casein protein collagen diet fitness joints muscle building nutrition plant-based protein protein bars recovery skin health sleep snacks supplements vegan weight loss whey

AI Visibility Score

36/100

Low

Sentiment Score

93/100

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

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Further Food today.

AI agents fundamentally recognize and trust Further Food as a credible, women-owned authority in the wellness supplement space, yet this brand equity has not yet translated into discovery-driven search queries. While the brand successfully dominates its own 'vibe check' inquiries, it remains an untapped resource in high-intent collagen and functional nutrition searches where competitors like Vital Proteins currently capture significant mindshare.

Working in your favor

High brand recall and positive sentiment in direct queries regarding company mission and product expertise.

Strong performance in niche 'clean label' collagen recommendation queries where AI agents explicitly highlight the brand’s value proposition.

Reliable visibility on ChatGPT, Claude, and Gemini when users explicitly search for information about the brand.

Gaps to close

Invisibility across broad wellness routine building and holistic superfood categories where users seek general guidance.

Underperformance in trust-focused queries, specifically regarding third-party testing and brand reliability benchmarks.

Lack of visibility in comparative analysis queries that contrast bovine and marine collagen types.

Opportunities

Repositioning the brand as the authority on supplement transparency to capture 'trusted brand' search intent.

Expanding content coverage into holistic wellness routines to move from 'collagen brand' to 'daily wellness partner'.

Leveraging high sentiment in current AI responses to fuel a wider presence in competitive 'best of' product lists.

Highest-Impact Actions

Develop an 'Authority Report' on independent third-party testing and purity standards.

AI agents are missing Further Food in 'most trusted' queries; publishing detailed, readable content on your testing protocols will provide the specific proof points agents need to recommend you as a leader in transparency.

Create a 'Collagen Education Series' focusing on bovine versus marine sourcing and benefits.

Direct comparison queries are a major blind spot; creating authoritative content that addresses the nuances of sourcing will capture users—and AI agents—looking for specific functional benefits.

Launch a 'Holistic Routine' editorial pillar connecting collagen to broader wellness goals.

By positioning your products within the context of a healthy daily routine, you can break out of the niche collagen category and gain visibility in broader, aspirational wellness searches.

Current State

Visibility Landscape

A high-level view of how Further Food 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	67	100	100	100
“What do you know about Further Food? What do they do and what's their reputation?”	Neutral	—	Positive	Positive
Core5q Product/service category queries	38	29	34	41
“what are the best collagen powder brands that actually taste good and dissolve easily in coffee”	#4	No	#4	#8
“can you recommend clean collagen peptide brands that don't have fillers or artificial sweeteners”	#2	No	#1	#3
“what is the difference between bovine and marine collagen and which brands do both well”	#4	#2	No	#4
“what are the most trusted collagen brands that have independent third-party testing”	No	No	No	—
“where can i find the best rated collagen supplements for skin and joint health”	No	No	No	—
Growth Areas4q Adjacent, aspirational & visionary	0	0	0	0
“what are the most reliable health and wellness brands that offer clean ingredient supplements”	No	No	No	No
“what are some good healthy superfood powder brands to add to my daily morning smoothies”	No	No	No	No
“what are the best clean protein powder brands that don't taste chalky”	No	—	No	—
“how can i build a consistent wellness routine that is actually sustainable for a busy person”	No	—	No	—

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

Neutral

—

Positive

“what are the best collagen powder brands that actually taste good and dissolve easily in coffee”

“can you recommend clean collagen peptide brands that don't have fillers or artificial sweeteners”

“what is the difference between bovine and marine collagen and which brands do both well”

“what are the most trusted collagen brands that have independent third-party testing”

—

“where can i find the best rated collagen supplements for skin and joint health”

—

“what are the most reliable health and wellness brands that offer clean ingredient supplements”

“what are some good healthy superfood powder brands to add to my daily morning smoothies”

“what are the best clean protein powder brands that don't taste chalky”

—

“how can i build a consistent wellness routine that is actually sustainable for a busy person”

—

Brand Ecosystem

Vital Proteins

vitalproteins.com

35 mentions

Sports Research

sportsresearch.com

29 mentions

Garden of Life

gardenoflife.com

18 mentions

Ancient Nutrition

ancientnutrition.com

14 mentions

Thorne

thorne.com

14 mentions

Orgain

orgain.com

13 mentions

Further Food

12 mentions

Pure Encapsulations

pureencapsulationspro.com

11 mentions

Transparent Labs

transparentlabs.com

10 mentions

Klean Athlete

kleanathlete.com

10 mentions

NOW Foods

nowfoods.com

10 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High brand recall and positive sentiment in direct queries regarding company mission and product expertise.

Strength

Strong performance in niche 'clean label' collagen recommendation queries where AI agents explicitly highlight the brand’s value proposition.

Strength

Reliable visibility on ChatGPT, Claude, and Gemini when users explicitly search for information about the brand.

Recommended Actions

Develop an 'Authority Report' on independent third-party testing and purity standards.

Create a 'Collagen Education Series' focusing on bovine versus marine sourcing and benefits.

Direct comparison queries are a major blind spot; creating authoritative content that addresses the nuances of sourcing will capture users—and AI agents—looking for specific functional benefits.

Launch a 'Holistic Routine' editorial pillar connecting collagen to broader wellness goals.

By positioning your products within the context of a healthy daily routine, you can break out of the niche collagen category and gain visibility in broader, aspirational wellness searches.

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

Collagen Supplement Selection & Quality(3 queries)

“what are the best collagen powder brands that actually taste good and dissolve easily in coffee”

0/4 platforms mentioned

Core

ChatGPT

1.Vital Proteins Collagen Peptides (Vital Proteins)

2.Orgain Collagen Peptides (Orgain)

3.Sports Research Collagen Peptides (Sports Research)

4.Cymbiotika Collagen Peptides

5.Juna Collagen

Claude

1.Vital Proteins

2.Orgain

3.Live Conscious

4.Promix

5.Women's Best

Gemini

1.Vital Proteins (Chocolate Collagen Powder)

2.Ancient Nutrition

3.Sports Research

4.Jot

5.Black Girl Vitamins

+2 more

AI Overviews

1.Vital Proteins

2.Sports Research

3.Great Lakes Wellness

“can you recommend clean collagen peptide brands that don't have fillers or artificial sweeteners”

2/4 platforms mentioned

Core

ChatGPT

1.Vital Proteins

2.Further Food

3.NeoCell

4.Sports Research

5.Nutrafol

Claude

1.Naked Nutrition

2.ProMix Nutrition

3.Levels

4.Vital Proteins

5.Natural Force

+1 more

Gemini

1.Transparent Labs

2.Sports Research

3.Vital Proteins

4.Klean Athlete

5.Further Food

+4 more

AI Overviews

1.Vital Proteins

2.Promix

3.Naked Collagen

4.Sports Research

5.Thrive Market

+2 more

“what is the difference between bovine and marine collagen and which brands do both well”

0/4 platforms mentioned

Core

ChatGPT

1.Vital Proteins

2.NeoCell

3.Sports Research

4.Norri Nutrition

Claude

1.Ancient + Brave

2.The Healthy Chef

3.Edible Health

4.Absolute Collagen

5.Momentous

Gemini

1.Ancient Nutrition (Multi-Collagen Protein)

2.Elavate (Multi Collagen Superblend)

3.Vital Vitamins (Multi Collagen)

4.GreenPharm

AI Overviews

1.Vital Proteins (Collagen Peptides)

2.Ancient Nutrition (Multi Collagen Protein)

3.Sports Research

4.Hunter & Gather (Rise & Glow)

5.Bubs Naturals

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.

9 Best Collagen Powders of 2026 (Tested and Reviewed)

treelinereview.com

Further Food

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Explore Collagen Peptides Supplements

Start gettingrecommended by AI.

Frequently asked questions

Further Food

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Explore Collagen Peptides Supplements

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.