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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Farmacy Beauty

Visibility35

Vibe89

Businesses/Beauty & Personal Care/Farmacy Beauty

AI Visibility & Sentiment

Farmacy Beauty

Farmacy Beauty is a clean skincare brand that combines advanced science-based formulations with farm-sourced, natural ingredients. The brand specializes in honey-infused products and clean beauty solutions, offering everything from cleansing balms to moisturizers, with a focus on effective yet gentle skincare.

Active Monitoring

farmacybeauty.com

Beauty & Personal Care

AI Visibility Score

35/100

Low

Sentiment Score

89/100

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 Farmacy Beauty today.

Farmacy Beauty maintains a moderate AI presence with an overall score of 50/100, characterized by strong performance in honey-based ingredient queries and brand-specific searches. While the brand excels on Gemini and AI Overviews, it faces a total visibility blackout on Claude and struggles to appear in broader category transitions like non-toxic alternatives.

Working in your favor

Dominant visibility in 'honey-based skincare' queries, frequently securing the #1 position on both Gemini and AI Overviews.

High performance with the 'Eco-Conscious Content Creator' persona, achieving a 58% mention rate and a top-tier average position of 1.5.

Excellent 'brand vibe check' results, consistently ranking #1 across multiple platforms for direct brand inquiries.

Gaps to close

Total absence on Claude (0% mention rate), indicating a lack of data presence in specific LLM training sets or documentation.

Failure to capture the 'Clean Ingredient Purist' persona, which has the lowest mention rate (38%) and mixed sentiment.

Consistent 'NOT MENTIONED' status for high-intent 'non-toxic alternative' and 'clean beauty transition' queries.

Opportunities

Improve association with the 'double cleansing' method where visibility is currently inconsistent, particularly for acne-prone skin sub-queries.

Bridge the gap in 'farm-sourced' ingredient queries where the brand occasionally fails to rank despite its name and core identity.

Capture market share from competitors like Tatcha and Tata Harper by targeting 'clean beauty alternative' semantic keywords.

Highest-Impact Actions

Investigate and remediate Claude visibility gap

A 0% mention rate on a major LLM suggests the brand's structured data or presence in high-authority beauty databases is not being indexed effectively by Anthropic's models.

Develop content targeting 'non-toxic alternative' keywords

The brand is currently missing from all tested queries involving transitions to clean beauty, which is a primary entry point for its target audience.

Optimize for the Double Cleansing category

With inconsistent rankings (ranging from #1 to Not Mentioned), there is an opportunity to solidify the 'Green Clean' balm as the definitive AI recommendation for this method.

Value Proposition

Farm-fresh, clean skincare that combines nature's best ingredients like honey with advanced science to deliver effective, gentle formulations that nourish and transform skin.

Overview

Mission

At Farmacy Beauty, We Respect Our Roots - advanced science-based skincare formulations combined with real, farm-sourced ingredients raised in nature.

Products & Services

Cleansing balms and cleansersMoisturizers and face oilsSerums and treatmentsToners and essencesLip care products

Current State

Visibility Landscape

A high-level view of how Farmacy Beauty 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 Farmacy Beauty? What do they do and what's their reputation?”	#1	No	#1	#1
Core9q Product/service category queries	49	0	57	53
“what are the best non-toxic alternatives to my current face moisturizer”	No	No	No	No
“give me a list of honey-based skincare products that help with hydration”	#1	No	#1	#1
“how do i get rid of dull skin using natural farm-sourced ingredients”	No	No	#1	No
“farmacy beauty vs tatcha which one is better for sensitive skin”	#1	No	#1	#3
“what are the must-have products from farmacy beauty according to reddit”	#2	No	#2	#1
“what are the top rated face cleansers that won't strip my natural oils”	No	No	No	#6
“what is the best face oil or serum for fixing a damaged skin barrier”	No	No	No	No
“best cleansing balms that melt away waterproof makeup without stinging eyes”	No	No	No	No
“is farmacy beauty worth the money or is it just marketing”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	47	0	88	0
“help me build a morning skincare routine with only clean beauty brands”	No	No	#2	No
“make me a skincare plan for glowing skin without using any synthetic fragrances”	No	No	#9	No
“how to do the double cleansing method properly for acne prone skin”	#2	No	#1	No

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

“what are the best non-toxic alternatives to my current face moisturizer”

“give me a list of honey-based skincare products that help with hydration”

“how do i get rid of dull skin using natural farm-sourced ingredients”

“farmacy beauty vs tatcha which one is better for sensitive skin”

“what are the must-have products from farmacy beauty according to reddit”

“what are the top rated face cleansers that won't strip my natural oils”

“what is the best face oil or serum for fixing a damaged skin barrier”

“best cleansing balms that melt away waterproof makeup without stinging eyes”

“is farmacy beauty worth the money or is it just marketing”

“help me build a morning skincare routine with only clean beauty brands”

“make me a skincare plan for glowing skin without using any synthetic fragrances”

“how to do the double cleansing method properly for acne prone skin”

Competitive Landscape

Farmacy Beauty

31 mentions

Sephora

22 mentions

Tatcha

21 mentions

Drunk Elephant

12 mentions

OSEA

11 mentions

TikTok

11 mentions

Tata Harper

9 mentions

Biossance

8 mentions

Ilia

7 mentions

Weleda

7 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Dominant visibility in 'honey-based skincare' queries, frequently securing the #1 position on both Gemini and AI Overviews.

Strength

High performance with the 'Eco-Conscious Content Creator' persona, achieving a 58% mention rate and a top-tier average position of 1.5.

Strength

Excellent 'brand vibe check' results, consistently ranking #1 across multiple platforms for direct brand inquiries.

Recommended Actions

Investigate and remediate Claude visibility gap

A 0% mention rate on a major LLM suggests the brand's structured data or presence in high-authority beauty databases is not being indexed effectively by Anthropic's models.

Develop content targeting 'non-toxic alternative' keywords

The brand is currently missing from all tested queries involving transitions to clean beauty, which is a primary entry point for its target audience.

Optimize for the Double Cleansing category

With inconsistent rankings (ranging from #1 to Not Mentioned), there is an opportunity to solidify the 'Green Clean' balm as the definitive AI recommendation for this method.

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

Switching To Clean Beauty Routines(3 queries)

“help me build a morning skincare routine with only clean beauty brands”

1/4 platforms mentioned

Adjacent

Clean Ingredient Purist · Holistic Health Coach

ChatGPT

No brands listed

Claude

No brands listed

Gemini

1.Biossance Squalane + Antioxidant Cleansing Oil

2.Green Clean

3.Biossance

4.Farmacy

5.Marie Veronique C-Therapy Serum

+7 more

AI Overviews

1.The Northway Edit

2.Pipette

“what are the best non-toxic alternatives to my current face moisturizer”

0/4 platforms mentioned

Core

Clean Ingredient Purist · Holistic Health Coach

ChatGPT

No brands listed

Claude

No brands listed

Gemini

1.Drunk Elephant

2.Tatcha

3.Alpyn Beauty

4.PlantGenius Melt Moisturizer

5.The Water Cream

+7 more

AI Overviews

1.OSEA

2.RMS

3.Ilia

4.Cocokind

5.Mad Hippie

+25 more

“make me a skincare plan for glowing skin without using any synthetic fragrances”

1/4 platforms mentioned

Adjacent

Clean Ingredient Purist · Holistic Health Coach

ChatGPT

No brands listed

Claude

No brands listed

Gemini

1.True Botanicals Ginger Turmeric Cleansing Balm

2.Drunk Elephant Slaai Makeup Melting Butter Cleanser

3.Ursa Major Brighten Up Vitamin C Serum

4.Drunk Elephant C-Firma

5.Ursa Major

9.Green Clean

+11 more

AI Overviews

1.Frieder Dermatology

2.Devoue de Nature

3.Nu Image Salon & Day Spa

4.India Today

5.NoticeMe

+2 more

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.

How to Build a Clean Beauty Routine

oprahdaily.com

Web1 ref

Morning Skincare Routine For Glowing Skin (Using Clean ...

youtube.com

Video1 ref

Beginner Clean Beauty Skincare Routine

glimmergoddess.com

Web1 ref

[Routine Help] I thought I had a "clean" skincare ...

reddit.com

Forum1 ref

How to Create Your Own Non-Toxic Skincare Routine On ...

livesimply.me

Web1 ref

The Top 7 Best Natural & Low Tox Moisturizers for Supple Skin

organicallybecca.com

Web1 ref

11 Best Nontoxic Face Moisturizers (Editor Reviewed) - The Good Trade

thegoodtrade.com

Web1 ref

Non-Toxic Face Creams - Center for Environmental Health

ceh.org

Web1 ref

EWG Skin Deep® | Ratings for All Faces

ewg.org

Web1 ref

Best Moisturizers of the Year | Doctorly Favorites of 2025

youtube.com

Video1 ref

Natural Face Moisturizers: Our Editors' 4 Faves - The New Knew

thenewknew.com

Web1 ref

How to Choose a Body Lotion Without Harmful Chemicals

consumerreports.org

Web1 ref

littlewonderland.eu

Web1 ref

nayaglow.com

Web1 ref

What is the 4-2-4 Rule for Skin Care | Dermatologist in Boca Raton | Frieder Dermatology

friederdermatology.com

Web1 ref

Brand Identity

Brand Voice & Style

How AI perceives Farmacy Beauty's communication style and personality

Farmacy Beauty communicates with a warm, approachable tone that feels like getting skincare advice from a knowledgeable friend. The brand balances playful, emoji-rich social content with educational ingredient information, using nature and farm-inspired language. Their voice is enthusiastic yet trustworthy, making clean beauty feel accessible rather than intimidating. They frequently use honey and bee-related wordplay, creating a cohesive brand personality that's both fun and credible.

Core Tone Traits

Warm & Nurturing

Uses caring language that makes customers feel supported in their skincare journey

Playfully Natural

Incorporates farm and honey-themed wordplay with emojis to keep content fun and on-brand

Educationally Empowering

Breaks down ingredients and routines in accessible, non-intimidating ways

Authentically Clean

Communicates transparency about ingredients and formulations with genuine enthusiasm

Visual Identity

Primary

#4A5D23

Secondary

#FEFEFE

Accent

#D4A84B

Background

#FFFFFF

Foreground

#111111

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned February 17, 2026.

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Businesses/Beauty & Personal Care/Farmacy Beauty

AI Visibility & Sentiment

Farmacy Beauty

Active Monitoring

farmacybeauty.com

Beauty & Personal Care

AI Visibility Score

35/100

Low

Sentiment Score

89/100

Score by Priority

core

adjacent

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Farmacy Beauty today.

Working in your favor

Dominant visibility in 'honey-based skincare' queries, frequently securing the #1 position on both Gemini and AI Overviews.

High performance with the 'Eco-Conscious Content Creator' persona, achieving a 58% mention rate and a top-tier average position of 1.5.

Excellent 'brand vibe check' results, consistently ranking #1 across multiple platforms for direct brand inquiries.

Gaps to close

Total absence on Claude (0% mention rate), indicating a lack of data presence in specific LLM training sets or documentation.

Failure to capture the 'Clean Ingredient Purist' persona, which has the lowest mention rate (38%) and mixed sentiment.

Consistent 'NOT MENTIONED' status for high-intent 'non-toxic alternative' and 'clean beauty transition' queries.

Opportunities

Improve association with the 'double cleansing' method where visibility is currently inconsistent, particularly for acne-prone skin sub-queries.

Bridge the gap in 'farm-sourced' ingredient queries where the brand occasionally fails to rank despite its name and core identity.

Capture market share from competitors like Tatcha and Tata Harper by targeting 'clean beauty alternative' semantic keywords.

Highest-Impact Actions

Investigate and remediate Claude visibility gap

A 0% mention rate on a major LLM suggests the brand's structured data or presence in high-authority beauty databases is not being indexed effectively by Anthropic's models.

Develop content targeting 'non-toxic alternative' keywords

The brand is currently missing from all tested queries involving transitions to clean beauty, which is a primary entry point for its target audience.

Optimize for the Double Cleansing category

With inconsistent rankings (ranging from #1 to Not Mentioned), there is an opportunity to solidify the 'Green Clean' balm as the definitive AI recommendation for this method.

Value Proposition

Farm-fresh, clean skincare that combines nature's best ingredients like honey with advanced science to deliver effective, gentle formulations that nourish and transform skin.

Overview

Mission

At Farmacy Beauty, We Respect Our Roots - advanced science-based skincare formulations combined with real, farm-sourced ingredients raised in nature.

Products & Services

Cleansing balms and cleansersMoisturizers and face oilsSerums and treatmentsToners and essencesLip care products

Current State

Visibility Landscape

A high-level view of how Farmacy Beauty 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 Farmacy Beauty? What do they do and what's their reputation?”	#1	No	#1	#1
Core9q Product/service category queries	49	0	57	53
“what are the best non-toxic alternatives to my current face moisturizer”	No	No	No	No
“give me a list of honey-based skincare products that help with hydration”	#1	No	#1	#1
“how do i get rid of dull skin using natural farm-sourced ingredients”	No	No	#1	No
“farmacy beauty vs tatcha which one is better for sensitive skin”	#1	No	#1	#3
“what are the must-have products from farmacy beauty according to reddit”	#2	No	#2	#1
“what are the top rated face cleansers that won't strip my natural oils”	No	No	No	#6
“what is the best face oil or serum for fixing a damaged skin barrier”	No	No	No	No
“best cleansing balms that melt away waterproof makeup without stinging eyes”	No	No	No	No
“is farmacy beauty worth the money or is it just marketing”	No	No	No	No
Growth Areas3q Adjacent, aspirational & visionary	47	0	88	0
“help me build a morning skincare routine with only clean beauty brands”	No	No	#2	No
“make me a skincare plan for glowing skin without using any synthetic fragrances”	No	No	#9	No
“how to do the double cleansing method properly for acne prone skin”	#2	No	#1	No