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

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Biossance

Visibility45

Vibe93

Businesses/Beauty & Personal Care/Biossance

AI Visibility & Sentiment

Biossance

Biossance is a biotech-born clean skincare brand pioneering the vegan beauty movement. They create high-performance skincare products featuring their signature squalane ingredient, sustainably derived from fermented sugarcane, delivering youthful, glowing skin for all skin types.

Active Monitoring

biossance.com

Beauty & Personal Care

AI Visibility Score

45/100

Moderate

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Biossance today.

Biossance demonstrates strong visibility on ChatGPT and Gemini, particularly excelling in squalane education and direct brand comparisons where it frequently holds top positions. However, the brand faces a critical gap with 0% visibility on Claude and inconsistent performance in Google AI Overviews, suggesting a need for broader platform-specific optimization.

Working in your favor

Dominant authority on 'Squalane & Biotech Ingredient Education' queries, consistently ranking #1 or #2 across ChatGPT and Gemini.

High mention rates (81-88%) on major LLMs and strong performance in comparative queries against rivals like Drunk Elephant.

Effective resonance with the 'Eco-Conscious Zero-Waste Advocate' persona, achieving a high average position of 1.8.

Gaps to close

Total absence on Claude (0% mention rate), missing a significant segment of the AI-searching audience.

Moderate visibility in AI Overviews (42%), lagging significantly behind its performance on traditional LLMs.

Inconsistent results for specific product-category discovery, such as eye creams, where it failed to be mentioned in several test queries.

Opportunities

Leverage the 'Biotech' narrative to improve rankings for the 'High-Performance Executive' persona, which currently has the lowest visibility (pos 3.2).

Convert the high average position in 'zero-waste' queries into a higher mention rate by emphasizing packaging sustainability more explicitly in web metadata.

Highest-Impact Actions

Investigate and resolve Claude invisibility

With a 0% mention rate on a major platform, Biossance is losing significant market share; this may require updating third-party directory listings or ensuring brand data is accessible to Anthropic's training sets.

Optimize for Google AI Overviews (AIO)

Visibility in AIO (42%) is much lower than LLMs (80%+); structuring content with clear H2 headers and concise 'What is' definitions for biotech ingredients can help trigger more snapshots.

Address mixed sentiment in comparative queries

Since AI models are pulling from Reddit and forums for 'worth the money' queries, the brand should engage in community management to mitigate the 'mixed' sentiment affecting its overall score.

Value Proposition

Biotech-born, vegan skincare powered by sustainable squalane—a skin-identical moisturizing molecule derived from sugarcane—delivering clinically-proven results without compromising on clean, ethical standards.

Overview

Mission

Building a brighter future one face at a time by pioneering biotech-born, vegan beauty that delivers quality skincare for youthful, glowing skin while protecting the planet.

Products & Services

Squalane-based facial oils and serumsAnti-aging moisturizers and eye creamsSkincare treatment sets and routinesLip care products100% pure squalane oil

Current State

Visibility Landscape

A high-level view of how Biossance 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	97	0	97	97
“What do you know about Biossance? What do they do and what's their reputation?”	#1	No	#1	#1
Core8q Product/service category queries	84	0	88	61
“best eye cream for fine lines and dark circles that won't irritate sensitive skin”	#6	No	#2	No
“what are some effective anti aging moisturizers that use clean ingredients”	#4	No	#1	No
“what is squalane oil and how do i use 100% pure squalane in my routine”	#1	No	#1	No
“is squalane from sharks different than the kind made from sugarcane”	#2	No	#1	#2
“biossance vs drunk elephant which one is better for dry sensitive skin”	#1	No	#1	#1
“is biossance worth the money or should i just stick with the ordinary”	#2	No	#1	#1
“what are the most loved biossance products according to reddit reviews”	#1	No	#1	#1
“help me build a morning skincare routine for glowing skin using squalane based facial oils and serums”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	88	0	89	0
“help me find some clean skincare brands that are actually sustainable and not just greenwashing”	#1	No	#3	No
“what's a good vegan and cruelty free alternative to high end luxury skincare”	#1	No	#3	No
“give me a list of the best eco friendly skincare for a zero waste lifestyle”	#10	No	#5	No

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

“best eye cream for fine lines and dark circles that won't irritate sensitive skin”

“what are some effective anti aging moisturizers that use clean ingredients”

“what is squalane oil and how do i use 100% pure squalane in my routine”

“is squalane from sharks different than the kind made from sugarcane”

“biossance vs drunk elephant which one is better for dry sensitive skin”

“is biossance worth the money or should i just stick with the ordinary”

“what are the most loved biossance products according to reddit reviews”

“help me build a morning skincare routine for glowing skin using squalane based facial oils and serums”

“help me find some clean skincare brands that are actually sustainable and not just greenwashing”

“what's a good vegan and cruelty free alternative to high end luxury skincare”

“give me a list of the best eco friendly skincare for a zero waste lifestyle”

#10

Competitive Landscape

Biossance

50 mentions

Amyris

25 mentions

The Ordinary

15 mentions

Drunk Elephant

15 mentions

Ethique

13 mentions

Sephora

13 mentions

Tata Harper

12 mentions

True Botanicals

11 mentions

SkinCeuticals

10 mentions

TerraCycle

10 mentions

YouTube

10 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Dominant authority on 'Squalane & Biotech Ingredient Education' queries, consistently ranking #1 or #2 across ChatGPT and Gemini.

Strength

High mention rates (81-88%) on major LLMs and strong performance in comparative queries against rivals like Drunk Elephant.

Strength

Effective resonance with the 'Eco-Conscious Zero-Waste Advocate' persona, achieving a high average position of 1.8.

Recommended Actions

Investigate and resolve Claude invisibility

Optimize for Google AI Overviews (AIO)

Visibility in AIO (42%) is much lower than LLMs (80%+); structuring content with clear H2 headers and concise 'What is' definitions for biotech ingredients can help trigger more snapshots.

Address mixed sentiment in comparative queries

Since AI models are pulling from Reddit and forums for 'worth the money' queries, the brand should engage in community management to mitigate the 'mixed' sentiment affecting its overall score.

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

Sustainable & Clean Beauty Discovery(3 queries)

“help me find some clean skincare brands that are actually sustainable and not just greenwashing”

1/4 platforms mentioned

Adjacent

ChatGPT

1.Ethique

2.Dr. Bronner’s

3.Weleda

4.Plaine Products

5.Pai Skincare

+9 more

Claude

No brands listed

Gemini

1.Pai Skincare

2.OSEA Malibu

3.Tata Harper

4.UpCircle Beauty

5.Ethique

7.Biossance

+6 more

AI Overviews

1.Tata Harper

2.Youth to the People

3.OSEA

4.True Botanicals

5.Ilia Beauty

+5 more

“what's a good vegan and cruelty free alternative to high end luxury skincare”

2/4 platforms mentioned

Adjacent

The Biotech Ingredient Purist · Senior Research Scientist

ChatGPT

1.Biossance

2.Amyris

3.Paula’s Choice

4.The Ordinary

5.Deciem

+19 more

Claude

No brands listed

Gemini

1.SkinCeuticals

2.Amyris

3.Biossance

4.Squalane + Vitamin C Rose Moisturizer

5.SkinCeuticals CE Ferulic

+17 more

AI Overviews

1.Frieder Dermatology

2.Devoue de Nature

3.Nu Image Salon & Day Spa

4.India Today

5.NoticeMe

+2 more

“give me a list of the best eco friendly skincare for a zero waste lifestyle”

1/4 platforms mentioned

Adjacent

The Biotech Ingredient Purist · Senior Research Scientist

ChatGPT

1.Ethique

2.HiBAR

3.Plaine Products

4.Package Free Shop

5.Meow Meow Tweet

10.Biossance

+9 more

Claude

No brands listed

Gemini

1.Amyris

2.Dew Mighty

3.Bloom

4.Common Heir

5.SkinCeuticals

+5 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.

bluedotliving.com

Biossance

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Beauty & Personal Care

Start gettingrecommended by AI.

Frequently asked questions

Biossance

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Content Ideas

Sample Conversations

Citations

Brand Voice & Style

Engineer content that makes AI agents recommend you

Explore Beauty & Personal Care

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.