Pendium
Prose
Prose
Visibility45
Vibe100
Businesses/Beauty & Personal Care/Prose
Prose
AI Visibility & Sentiment

Prose

Prose is a personalized beauty brand offering custom haircare and skincare products formulated specifically for each individual. Through a comprehensive consultation analyzing over 80 factors, they create made-to-order formulas using 185+ clean ingredients, delivering clinically-tested results within four weeks.

Active Monitoring
prosehair.com
AI Visibility Score
45/100

Moderate

Sentiment Score
100/100
Score by Reach

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
45
adjacent
0
AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Prose today.

Prose has successfully established itself as the definitive authority in bespoke haircare discovery, yet it is currently surrendering significant market share to competitors in clinical-adjacent and zero-waste categories. While the brand enjoys top-tier positioning in AI Overviews and high sentiment across core brand checks, its total absence from sustainability-focused routines and inconsistent performance in postpartum wellness queries represents a major missed opportunity to capture high-intent users.

Value Proposition

Truly personalized beauty products made-to-order based on individual needs, using clean ingredients and backed by dermatological science, with a commitment to sustainability and zero-waste production.

Overview

Prose is a personalized beauty brand offering custom haircare and skincare products formulated specifically for each individual. Through a comprehensive consultation analyzing over 80 factors, they create made-to-order formulas using 185+ clean ingredients, delivering clinically-tested results within four weeks.

Mission

Because beauty is personal - delivering personalized formulas backed by science, powered by people, always made to order and never made to waste.

Products & Services
Custom ShampooCustom ConditionerCustom Scalp SerumCustom CleanserCustom SerumCustom Moisturizer
Current State

Visibility Landscape

A high-level view of how Prose performs across AI platforms, broken down by strategic reach level — from core brand queries to growth opportunities.

ChatGPTChatGPT
ClaudeClaude
GeminiGemini
AI OverviewsAI Overviews

Reputation

Brand recognition & direct queries

48
48
37
50

Core Topics

Product/service category queries

0
0
0
0

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape
Function of Beauty
31 mentions
Curology
9 mentions
The Ordinary
7 mentions
Nutrafol
7 mentions
eSalon
7 mentions
Olaplex
6 mentions
Loading visibility matrix...
Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Absolute dominance in personalized discovery queries across ChatGPT, Claude, and Gemini with multiple #1 rankings.

Strength

Flawless visibility in AI Overviews with an average position of 1.0, indicating strong technical SEO and authority signals.

Strength

High resonance with the Sustainable Luxury Minimalist persona, achieving a 63% mention rate and an elite 1.6 average position.

Recommended Actions

1

Develop and index specific landing pages and technical documentation targeting postpartum hair thinning and scalp recovery solutions.

Prose is currently being bypassed in 50% of postpartum queries, allowing specialized competitors like Nutrafol to claim authority in a high-value life-stage segment.

2

Amplify third-party review data and trust signals specifically for ingestion by LLMs to improve rankings in 'most trusted' queries.

A position #11 on Claude for trust-based queries indicates a lack of verified third-party sentiment being picked up by the model compared to the brand's self-reported claims.

3

Update brand messaging to explicitly link 'personalized' with 'zero-waste' and 'clean beauty' across all digital touchpoints.

Despite the brand's values, it achieved zero mentions in sustainable routine queries, suggesting AI models do not yet associate Prose with the zero-waste movement.

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.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI Overviews
Targeted Solutions For Hair & Skin Issues(3 queries)

help me fix my postpartum hair thinning and scalp issues, what specific products or brands should i buy?

0/4 platforms mentioned

Core
ChatGPTChatGPT
1.CeraVe Hydrating Shampoo
2.Vanicream Free & Clear Shampoo
3.Briogeo Be Gentle, Be Kind™ Aloe + Oat Milk Ultra Soothing Shampoo
4.Nizoral A-D
5.Head & Shoulders Clinical Strength

+10 more

ClaudeClaude
1.Rogaine
2.Nioxin System
3.The Ordinary
4.Hum Nutrition
5.SmartyPants

+5 more

GeminiGemini
1.Rogaine
2.Rogaine
3.Nature's Bounty Biotin
4.Zhou Nutrition Biotin
5.Solgar Biotin

+16 more

AI OverviewsAI Overviews
1.Nutrafol
2.Baby Blues
3.Anya
4.Vegamour
5.Mielle

+4 more

my hair is frizzy and dry but my scalp gets oily fast, what routine do i need? give me some brand names.

0/4 platforms mentioned

Core
The Ingredient Science Purist · Biotech Research Associate
ChatGPTChatGPT

No brands listed

ClaudeClaude

No brands listed

GeminiGemini

No brands listed

AI OverviewsAI Overviews

No brands listed

i have sensitive skin and everything makes me break out, what's a good clean skincare routine that actually works?

0/4 platforms mentioned

Core
The Ingredient Science Purist · Biotech Research Associate
ChatGPTChatGPT

No brands listed

ClaudeClaude

No brands listed

GeminiGemini

No brands listed

AI OverviewsAI Overviews

No brands listed

Competitive Landscape

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Prose.

1Function of Beauty31 mentions
2Prose23 mentions
3Curology9 mentions
4The Ordinary7 mentions
5Nutrafol7 mentions
6eSalon7 mentions
7Olaplex6 mentions
8Briogeo6 mentions
9Rogaine5 mentions
10Plaine Products5 mentions
11Formulate5 mentions
Brand Identity

Brand Voice & Style

How AI perceives Prose's communication style and personality

Prose communicates with a warm, sophisticated tone that balances scientific credibility with approachable personalization. The brand voice is confident yet nurturing, emphasizing individuality and self-care while backing claims with clinical evidence. They speak directly to the customer's unique needs, using inclusive language that makes personalized beauty feel accessible rather than exclusive. The messaging consistently reinforces their commitment to sustainability and clean beauty without being preachy.

Core Tone Traits

Warm & Personal

Addresses customers as individuals with unique needs, using inclusive and nurturing language

Science-Backed Confidence

Communicates authority through clinical testing and dermatologist backing without being overly technical

Sustainably Conscious

Weaves environmental responsibility naturally into messaging with B Corp and climate certifications

Premium yet Accessible

Conveys luxury and quality while remaining welcoming and approachable to all

Backing

Investors

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 24, 2026.

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