62%
Type 4 are driving online conversations with 62% YoY growth: 8x more than all hair types
Welcome to the
Texture Gap Report
The most comprehensive and data-driven profile of the Type 4 textured hair consumer.
Featured in:
“There´s never data to support what we need, how we shop, what we do, and what our practices are. Folded into that is unconscious bias against a vast community of people who are often invisible. Data will help support and give actual information and knowledge of who we are.”
Tracee Ellis Ross
Actress, Founder & CEO, Pattern Beauty
(Source: McKinsey)
What is in this report?
The Texture Gap report presents a data-driven profile of Type 4 textured hair consumers using our Carra Textured Hair Engine™. Through machine learning analysis and domain expertise, we identify common concerns and themes related to textured hair.
This bottom-up approach reveals unknown trends and authentic consumer conversations, providing valuable insights into their needs and preferences.
Access reportWhy Type 4
100%
growth in 'Hair Loss' conversations
2.2x
more likely to experience breakage
6/10
Type 4 users have four or more hair concerns compared to 3.5/10 in Type 2
What’s behind this report?
Powered by The Carra Textured Hair Engine
Award-winning proprietary consumer intelligence platform. 10 million data points from social conversations, our proprietary hair diagnostic and product data including brand, reviews and ingredients information.
Machine learning + rich domain expertise
State-of-the-art unsupervised machine learning models to structure the various topics, identifying theme clusters, common pain points and shared concerns. Enriched and validated by our rich domain knowledge, allowing us to refine insights and place them in the appropriate context.
Deep insights, directly from the consumer
First-hand insight into consumer-driven dialogue, needs and suggestions. Our bottom-up approach allows us to uncover unknown themes and trends — the topics they're genuinely interested in, from hair types to texture, concerns to goals, tools to styles, products to reviews.
A global community
How brands can use this report
Brands
We provide an in-depth understanding of the Type 4 consumer: their concerns, preferences and attitudes. Uncovering nuances in hair care routines, product usage and habits for textured hair consumer groups. Identify market gaps, product innovation and growth opportunities based on unmet consumer needs and trends analysis.
Formulators and product developers
We decode consumer product requirements and considerations based on their concerns, routines and challenges. Understand the innovation opportunities for the next generation of hair care products for this user.
Marketers
Marketers gain insights into the nuanced psychology of this consumer by understanding their goals, their pain points and the complex relationship with their hair. Get equipped to power adequate representation and impactful messaging for the Type 4 consumer.