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Virtue Labs

Virtue Labs

AI visibility and ranking for Haircare: United States

Haircare [US]
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North Carolina haircare brand built on a patented keratin protein and manufactured in-house.

Virtue Labs
appears in
2.9
% of measured AI answers in this industry and market.

Found score

Track Virtue Labs’s AI visibility weekly →

AI visibility scores and ranking

Data through

October 25, 2026

Updated

October 25, 2026

Latest scan visibility

4.0

October 25, 2026

Overall visibility

2.9

21 August 2026 – 25 October 2026 (scans 1–11)

Industry rank

18

Within this industry and market

Published scan history

Across 11 recorded scans from 21 August 2026 to 25 October 2026, Virtue Labs's single-scan score moved from 2.7% to 4.0%, up 1.3 percentage points. Latest recorded scan 4.0% on 25 October 2026; combined-window score 2.9%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 2.9% over 21 August 2026 – 25 October 2026, measured across every answer in that window — a different sample from any single row below.
Scan dateSingle-scan score
21 August 20262.7%
24 August 20262.9%
30 August 20262.9%
6 September 20263.8%
13 September 20262.7%
20 September 20263.3%
27 September 20262.4%
4 October 20263.1%
11 October 20261.8%
18 October 20262.0%
25 October 20264.0%

Latest scan = one scan. Overall visibility = all answers in the published window.

Visibility across AI platforms

Share of answers naming this brand

Chat GPT logo

ChatGPT

4.2%

Perplexity Logo

Perplexity

3.0%

Google logo with a multicolored capital G in blue, red, yellow, and green.

AI Overviews

1.3%

21 August 2026 – 25 October 2026 (scans 1–11)

Claude LogoDeep Seek LogoGrok Logo

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ChatGPT names Virtue Labs most often.

It appears in 4.2% of collected ChatGPT answers and 1.3% of Google AI Overviews answers: a difference of 2.9 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.

Named across 55 of 150 questions.

Virtue Labs appears in at least one collected answer to 36.7% of the tracked questions. That is question coverage; the 2.9% visibility score measures its share of individual answers.

Across 11 published scans, visibility ranged from 1.8% to 4.0%. The latest scan was 4.0% on 25 October 2026. Individual scan scores and the published-window score describe different samples.

How this brand compares.

View the full industry list

Industry list

In the same market.

Compare brands using the same question set and published window.

21 August 2026 – 25 October 2026 (scans 1–11)

Share of collected answers naming each brand

Named in the sample

Prompts that surface this brand

The brand is named in at least one collected answer to each of these questions.

  • Best American alternative to Moroccanoil
  • Best American alternative to Olaplex
  • Best American hair brands
  • Best American haircare brands
  • Best American owned haircare brands
  • Best anti frizz products in America

Examples from the published question set. A mention on one platform does not mean every platform names the brand.

Other brands in these answers

Prompts that surface other brands

Different shopping needs can bring other brands into view. An absence here does not necessarily signal a problem.

  • Which American haircare brands are actually good (Olaplex, Briogeo, Living Proof)
  • Best haircare brands America (Olaplex, K18, Pattern Beauty)
  • Best American owned haircare brands (Olaplex, Camille Rose, Briogeo)
  • What haircare brands do Americans actually use (Olaplex, Paul Mitchell, Living Proof)
  • Best American haircare brands (Living Proof, Olaplex, amika)
  • Best curly hair brand in the US (Rizos Curls, Mielle Organics, Not Your Mother's)

Competitor names are shown where they appear in the collected examples.

Recorded AI questions and answers

Recorded examples from the scan. Each card pairs a shopper’s prompt with an excerpt from the AI response.

Google AI Overviews

The question asked

Best American hair brands

From the recorded answer

Virtue - Utilizes patented human-derived Alpha Keratin 60ku to rebuild and repair damaged hair structures.
Read recorded answer

Recorded answer text · Google AI Overviews · 25 October 2026

Here are the top American haircare brands categorized by their specialty:

### Damage & Bond Repair

- Olaplex - Famous for its patented bond-building technology that repairs broken disulfide bonds in color-treated, bleached, or heat-damaged hair. - Hero Product: Olaplex No. 3 Hair PerfectorOlaplex No. 3 Hair Perfector (around $30) - K18 - Known for its fast, leave-in molecular repair treatments powered by the signature K18Peptide. - Hero Product: K18 Leave-In Molecular Repair Hair MaskK18 Leave-In Molecular Repair Hair Mask (around $75) - Virtue - Utilizes patented human-derived Alpha Keratin 60ku to rebuild and repair damaged hair structures. - Hero Product: Virtue Restorative Treatment MaskVirtue Restorative Treatment Mask (around $34)

### Textured, Curly, & Coily Hair

- Mielle Organics - A budget-friendly powerhouse favored for natural coils, curls, and scalp-stimulation treatments. - Hero Product: Mielle Organics Rosemary Mint Scalp & Hair Strengthening OilMielle Organics Rosemary Mint Scalp & Hair Strengthening Oil (around $10) - Briogeo - A 6-free, naturally derived performance line focusing on clean ingredients, deep hydration, and curl or damage care. - Hero Product: Briogeo Don't Despair, Repair! Deep Conditioning MaskBriogeo Don't Despair, Repair! Deep Conditioning Mask (around $15-$39)

### Fine Hair & Volume

- OUAI - Founded by celebrity stylist Jen Atkin, offering weightless formulas tailored by hair thickness alongside signature luxury fragrances. - Hero Product: OUAI Fine Hair Shampoo & ConditionerOUAI Fine Hair Shampoo & Conditioner (around $32 each) - Bumble and bumble - A salon-favorite brand celebrated for texturizing, beach-wave, and heavy-duty styling sprays. - Hero Product: Bumble and bumble Surf Foam Spray Blow DryBumble and bumble Surf Foam Spray Blow Dry (around $38)

### Clean, Scalp-First, & Sustainable

- Act + Acre - A trichologist-built line focused on scalp health using a cold-processed formulation method. - Hero Product: Act + Acre Cold Processed Scalp DetoxAct + Acre Cold Processed Scalp Detox (around $48) - Aveda - A botanical-heavy, pioneer clean-beauty brand known for plant-powered aromatherapy and purifying formulas. - Hero Product: Aveda Rosemary Mint Purifying ShampooAveda Rosemary Mint Purifying Shampoo (around $22)

Are you looking for a brand to target a specific hair concern (like hair loss, color protection, or dandruff) or shopping within a certain budget?

ChatGPT

The question asked

Best volumizing products for fine hair in the US

From the recorded answer

### 5\. Virtue Thickening & Volumizing Mousse …
Read recorded answer

Recorded answer text · ChatGPT · 25 October 2026

# Best volumizing products for fine hair in the US

For fine, flat hair, the best volumizing products add lift, body, and the appearance of thicker strands without leaving your hair greasy, sticky, or weighed down. Based on 2026 beauty-editor recommendations, expert testing, and current US retailer listings, I'd prioritize root-lifting sprays, lightweight thickening sprays, and airy mousses\. www.goodhousekeeping.comwww.vogue.comwww.ulta.com

## My top picks

!Color Wow - 1.7 oz Raise The Root Thicken + Lift Spray | Ulta Beauty

### 1\. Color Wow Raise the Root Thicken + Lift Spray

(Best for root lift)

## \$26

Ulta Beauty / Sephora

Designed to lift flat roots without a sticky or stiff finish. A strong starting point if your hair looks flat at the crown but you want to keep it soft and movable. www.ulta.comwww.sephora.com

4.6/5 at Ulta, with 3,187 reviews.

Shop at Ulta

---

!Bumble and bumble - Thickening Blow-Dry Prep Spray | Ulta Beauty

### 2\. Bumble and bumble Thickening Spray

(Best overall thickening)

## \$32

Amazon / Ulta / Macy's

A good option for making individual strands feel fuller and creating body throughout the hair, rather than lifting only the roots. Good Housekeeping named it its overall pick after Beauty Lab testing. www.goodhousekeeping.comwww.vogue.comwww.ulta.com

View Good Housekeeping's testing and review

---

!Living Proof - Full Volume & Root-Lifting Spray | Ulta Beauty

### 3\. Living Proof Full Volume & Root-Lifting Spray

(Best for blowouts)

## \$34

Ulta Beauty / Sephora

Adds root lift and all-over body, with heat protection. Particularly worth considering if you blow-dry your hair and want a fuller, salon-style finish. www.ulta.comwww.sephora.com

4.4/5 at Ulta, with 127 reviews.

Shop at Ulta

---

!KRISTIN ESS HAIR - Instant Lift Thickening Spray | Ulta Beauty

### 4\. Kristin Ess Instant Lift Thickening Spray

(Best value)

Price varies by retailer

A budget-friendly choice for creating fuller-looking hair without investing in a premium salon product. Good Housekeeping named it its best-value pick, highlighting its lasting fullness in testing. www.goodhousekeeping.comwww.vogue.comwww.ulta.com

See the product testing

---

!VIRTUE Volumizing Mousse 156g | Dermstore

### 5\. Virtue Thickening & Volumizing Mousse

(Best for all-over body)

## \$42

Ulta Beauty

An airy mousse to build body, bounce, and fullness from roots through the lengths. Consider this if sprays alone don't give your hair enough volume. www.goodhousekeeping.comwww.vogue.comwww.ulta.comwww.ulta.com

4.5/5 at Ulta, with 595 reviews.

Shop at Ulta

---

!ULTRAfiller+ Thickening Spray - For Thin Hair | John Frieda

### 6\. John Frieda ULTRAfiller+ Thickening Spray

(Best affordable thickening spray)

## About \$11

Walmart

A more affordable way to try strand-thickening styling products. It is designed to plump fine hair for a fuller appearance and is a sensible starting point if you don't want to spend \$30-\$40. www.walmart.com

4.4/5 at Walmart, with 1,243 reviews.

Shop at Walmart

## Which type of volumizer should you choose?

!Full | Volume & Root-Lifting Spray - Living Proof

For flat roots and a limp crown

Choose Color Wow Raise the Root or Living Proof Root-Lifting Spray. Apply to damp roots before blow-drying.

!Volumizing Mousse | Virtue Labs

For fine hair that needs fullness everywhere

Choose Virtue Thickening & Volumizing Mousse. Distribute a small amount through damp hair before styling.

!Color Wow Raise The Root Thicken & Lift Spray | PURISH

For hair that falls flat later in the day

Consider Living Proof Full Dry Volume & Texture Spray \(around \$43 for the large size). Use it on dry hair to refresh body and texture. www.sephora.comwww.ulta.com

## How to get the most volume from fine hair

1. Use a lightweight volumizing shampoo and a small amount of conditioner, concentrating conditioner on the mid-lengths and ends. 2. Apply one volumizing product to towel-dried hair, focusing on the roots if lift is your priority. 3. Blow-dry with your head tilted forward or lift sections at the roots with a round brush. 4. Finish with a light texture spray if you need more staying power.

Avoid layering several heavy creams, oils, and styling products; buildup can make fine hair fall flat faster. www.vogue.comwww.glamour.com

## Let's narrow it down to the best one for you

Fine hair can mean naturally thin strands, low hair density, or both, and the best product depends on which problem you want to solve.

1\. What is your hair texture?

Straight and fine

Wavy and fine

Curly and fine

---

2\. What result matters most?

Lift at the roots

Thicker-looking strands

Fullness all over

Volume that lasts all day

---

3\. What is your budget for one product?

Under \$15

Under \$25

\$25-\$40

\$40+

---

4\. How do you usually style your hair?

Blow-dry

Air-dry

Hot rollers or curling iron

[Find my best match]

Perplexity

The question asked

Best sulfate free shampoo in the US

From the recorded answer

Best for dry hair: Virtue Recovery Shampoo or L'Oréal EverCreme Deep Nourish.
Read recorded answer

Recorded answer text · Perplexity · 25 October 2026

Best overall: Davines OI Shampoo - a sulfate-free option that testers praised for rich lather, smoothing, shine, and long-lasting moisture across hair types. It costs about $43.

### Best options by hair concern

- Best budget: L'Oréal Paris EverPure - widely available in US drugstores and Target; choose the Bond Repair, Moisture, Volume, or Clarify version based on your needs. - Best for color-treated hair: Redken Color Extend Magnetics - designed to cleanse gently and help reduce color fading. - Best for damaged or bleached hair: Redken Acidic Bonding Concentrate or L'Oréal EverPure Bond Repair. - Best for dry hair: Virtue Recovery Shampoo or L'Oréal EverCreme Deep Nourish. - Best for fine hair: L'Oréal EverPure Volume or Ouai Fine Hair Shampoo. - Best for sensitive scalps: Vanicream Shampoo, a sulfate-free pick included among Wirecutter's recommended shampoos. - Best for dandruff or itchy scalp: Jupiter Anti-Dandruff Balancing Shampoo, which is sulfate-free and rated highly by Target shoppers.

Sulfate-free does not automatically mean better for everyone; the right choice depends on scalp oiliness, hair texture, color treatment, and damage level. For a single safe recommendation, choose Davines OI for premium performance or L'Oréal EverPure for the best value.

Excerpts from collected AI answers. AI claims are evidence of the response, not verified brand facts.

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Found / Brand snapshot

Virtue Labs

Haircare

21 August 2026 – 25 October 2026 (scans 1–11)

2.9

%

AI visibility

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A clear measure.
An open method.

Visibility is the share of collected answers that name the brand. Brands in the same industry and market are measured against the same question set.

Published window

142

Answers naming the brand

4942

Answers collected

2.9

AI visibility

Answers naming the brand ÷ all collected answers × 100

01

Ask consistently

The same industry questions across ChatGPT, Perplexity and Google AI Overviews.

02

Record each response

Track brand mentions and positions across the published scans.

03

Compare the same scope

Use the same market, category and measurement window for every comparison.

Read the methodology

This is a sample of AI responses. Answers vary by platform and date; visibility does not measure sales or product quality.

Overall visibility combines answers within the published dates. Some market series accumulate scans from launch; others use four-scan cycles. A new cycle changes the scoring window, while individual scan history is retained. Compare the dates and sample sizes before comparing periods.

In the Found by Flux AI Visibility Index, Virtue Labs ranks #18 among 41 tracked brands for Haircare · United States (21 August 2026 – 25 October 2026). Its visibility is 2.9%. It was named in 142 of 4,942 AI answers across 55 of 150 tracked questions, averaging position 2.6 when mentioned.

Source: Found by Flux · ChatGPT, Perplexity and Google AI Overviews. Visibility measures mentions in this sample, not sales or recommendation quality.

The scores, explained.

The scope, scores and comparisons behind this brand profile.

What is this brand’s AI Visibility Score?

Found by Flux records 2.9% AI visibility for Virtue Labs in Haircare · United States, measured over 21 August 2026 – 25 October 2026. It ranks #18 among 41 tracked brands.

How often does AI mention this brand?

Virtue Labs was named in 142 of 4,942 collected AI answers, across 55 of 150 tracked questions, for Haircare · United States (21 August 2026 – 25 October 2026). A mention can include a comparison or qualification; it is not necessarily a recommendation.

How is the AI Visibility Score calculated?

Found divides the number of collected answers naming Virtue Labs by all 4,942 answers in the published Haircare · United States sample, then multiplies by 100. The same question set is used across ChatGPT, Perplexity and Google AI Overviews. See the Found methodology for the scope and limitations.

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