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Prose

Prose

AI visibility and ranking for Haircare: United States

Haircare [US]
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New York-founded custom haircare formula brand.

Prose
appears in
1.9
% of measured AI answers in this industry and market.

Found score

Track Prose’s AI visibility weekly →

AI visibility scores and ranking

Data through

October 4, 2026

Updated

October 4, 2026

Latest scan visibility

0.9

October 4, 2026

Overall visibility

1.9

21 August 2026 – 4 October 2026 (scans 1–8)

Industry rank

23

Within this industry and market

Published scan history

Across 8 recorded scans from 21 August 2026 to 4 October 2026, Prose's single-scan score moved from 2.4% to 0.9%, down 1.5 percentage points. Latest recorded scan 0.9% on 4 October 2026; combined-window score 1.9%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 1.9% over 21 August 2026 – 4 October 2026, measured across every answer in that window — a different sample from any single row below.
Scan dateSingle-scan score
21 August 20262.4%
24 August 20261.8%
30 August 20262.0%
6 September 20262.2%
13 September 20262.4%
20 September 20261.6%
27 September 20261.8%
4 October 20260.9%

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

0.7%

Perplexity Logo

Perplexity

4.1%

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

AI Overviews

0.9%

21 August 2026 – 4 October 2026 (scans 1–8)

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Perplexity names Prose most often.

It appears in 4.1% of collected Perplexity answers and 0.7% of ChatGPT answers: a difference of 3.4 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.

Named across 19 of 150 questions.

Prose appears in at least one collected answer to 12.7% of the tracked questions. That is question coverage; the 1.9% visibility score measures its share of individual answers.

Across 8 published scans, visibility ranged from 0.9% to 2.4%. The latest scan was 0.9% on 4 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 – 4 October 2026 (scans 1–8)

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 hair brands
  • Best American hair care line
  • Best American haircare brands
  • Best American made shampoo
  • Best boutique haircare brands in the US
  • Best haircare brand for the whole family in the US

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.

  • Best American owned haircare brands (Pattern Beauty, Camille Rose, Design Essentials)
  • Best haircare brands sold at Ulta (Olaplex, Briogeo, OUAI)
  • Best independent American haircare brands (Act+Acre, Rahua, Innersense Organic Beauty)
  • Best American hair brands (Olaplex, OUAI, K18)
  • Best boutique haircare brands in the US (R+Co, OUAI, Crown Affair)
  • Which American haircare brands are actually good (K18, Olaplex, Living Proof)

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 independent American haircare brands

From the recorded answer

Prose …
Read recorded answer

Recorded answer text · Google AI Overviews · 27 September 2026

Independent American haircare brands stand out by offering specialized, innovative, and clean formulas that rival major corporate conglomerates.

### Top Independent American Haircare Brands

- Melanin Haircare - Focus: Textured, curly, and coily hair. - Details: Founded by YouTube creator Whitney White (Naptural85), this New York-based brand emphasizes multi-use, nutrient-rich styling creams, hydration lotions, and scalp care. - Seen - Focus: Dermatologist-developed hair care for sensitive or acne-prone skin. - Details: Clinically proven to be non-comedogenic (won't clog pores), offering shampoos, conditioners, and treatment masks free of skin-irritating sulfates and heavy silicones. - The Doux - Focus: Textured and curly hair styling. - Details: Created by a professional hairstylist, famous for cult-favorite texture-defining foams like Mousse Def and curl custards. - Jupiter - Focus: Scalp care and dandruff relief. - Details: Offers targeted, aesthetically pleasing medicated shampoos and balancing scalp serums designed to treat flaking and dryness without stripping the hair. - Prose - Focus: Custom-blended, made-to-order haircare. - Details: Based in New York, Prose uses an in-depth online consultation covering your local water hardness, environment, and specific hair goals to custom-mix fresh formulas.

If you'd like to narrow down the best option, tell me:

- Your hair type or texture (fine, thick, curly, straight) - Any primary scalp or hair concerns (dandruff, thinning, damage, color-care) - Your preferred budget range

I can give you a personalized recommendation.

ChatGPT

The question asked

Best natural haircare brands in the US

From the recorded answer

Prose - interesting if you want customized formulas based on your hair characteristics rather than a one-size-fits-all routine. The Good Trade …
Read recorded answer

Recorded answer text · ChatGPT · 27 September 2026

If by “natural” you mean plant-forward, sulfate/paraben-free, ingredient-conscious formulas-not necessarily 100% organic-these are some of the strongest U.S. options right now. “Natural” isn't a regulated term, so it's worth checking the specific product rather than relying on the label. NUDA The Good Trade

- Mielle Organics Pomegranate & Honey Curl Smoothie - $12.99 (Target) - SheaMoisture Coconut & Hibiscus Curl Enhancing Smoothie - $15.99 (Target) - Kinky-Curly Knot Today Leave-In Detangler - $16.99 (Target) - PATTERN Palo Santo Styling Cream - $29.00 (Sephora) - Nardo's Natural Sulfate Free Shampoo - $26.00 (Nardo's Natural)

### My shortlist

- Sienna Naturals - excellent for curly, coily, textured or chemically/heat-treated hair. Its formulas emphasize plant-based ingredients and scalp health. The Good Trade The Good Trade - PATTERN Beauty - particularly good for thick curls, coils and 4-type hair; hydration and detangling are major strengths. The Good Trade - Briogeo - a good choice for waves/curls and frizz, with several naturally derived formulas. The Good Trade - Mielle Organics - especially worth considering for dry, textured hair and affordable curl styling. Essence - Kinky-Curly - a longtime favorite for natural curls and coils, particularly its Knot Today leave-in and Curling Custard. - SheaMoisture - one of the easier budget-friendly options to find in U.S. stores, with lots of products for textured hair. - Prose - interesting if you want customized formulas based on your hair characteristics rather than a one-size-fits-all routine. The Good Trade - Rahua - a more premium, botanical-focused option if you're looking for luxury natural haircare.

### If I were narrowing it down

Hair/goal | Brands to look at --- | --- 4A-4C / coily | PATTERN, Sienna Naturals, Mielle, Kinky-Curly Curly / 2C-3C | Briogeo, Kinky-Curly, Prose Dry/thick hair | SheaMoisture, Mielle, PATTERN Fine/wavy hair | Briogeo, Innersense, Prose Sensitive scalp | Sienna Naturals, fragrance-free options such as SEEN Premium/luxury | Rahua, Briogeo Budget | SheaMoisture, Mielle, Cantu

One important caveat: “natural” doesn't automatically mean better for your hair. Hair type, scalp condition, fragrance sensitivity, and whether your hair is color-treated or chemically processed matter more than whether a product is marketed as natural. Consumer Reports likewise notes that curl care depends heavily on hair type, density and curl pattern. consumerreports.org

If you tell me your hair type (straight/wavy/curly/coily), thickness, and main goal (growth, dryness, frizz, thinning, dandruff, etc.), I can narrow this to 3 brands and specific products.

Perplexity

The question asked

Best haircare brands America

From the recorded answer

Best for customized routines: Prose or Function of Beauty - formulas tailored through online hair assessments.
Read recorded answer

Recorded answer text · Perplexity · 4 October 2026

The best haircare brand depends on your hair type, goals, and budget. A strong U.S. shortlist includes:

- Best overall: L'Oréal Paris - broad range, affordable, and effective options for hydration, repair, curls, and color-treated hair. - Best for damaged hair: K18 or Olaplex - bond-repair-focused formulas for chemically treated or heat-damaged hair. - Best for curls and coils: Mielle - especially popular for textured hair and budget-friendly curl care. - Best for scalp care: Act + Acre - products centered on scalp health and buildup management. - Best for customized routines: Prose or Function of Beauty - formulas tailored through online hair assessments. - Best salon luxury: Kérastase - premium shampoos, masks, and treatments for targeted concerns. - Best affordable everyday brands: Head & Shoulders, Pantene, Herbal Essences, and Dove - widely available and among America's most recognized haircare brands. - Best clean-leaning option: 100% Pure - California-based, cruelty-free formulas using naturally derived ingredients. - Best for fine hair: OUAI - lightweight styling and volumizing products.

Quick picks: - Dry hair: Kérastase or L'Oréal Elvive - Breakage: K18 or Olaplex - Curly/coily hair: Mielle - Dandruff: Head & Shoulders - Fine hair: OUAI - Low budget: Pantene or Herbal Essences

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

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Found / Brand snapshot

Prose

Haircare

21 August 2026 – 4 October 2026 (scans 1–8)

1.9

%

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

68

Answers naming the brand

3600

Answers collected

1.9

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, Prose ranks #23 among 41 tracked brands for Haircare · United States (21 August 2026 – 4 October 2026). Its visibility is 1.9%. It was named in 68 of 3,600 AI answers across 19 of 150 tracked questions, averaging position 2.5 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 1.9% AI visibility for Prose in Haircare · United States, measured over 21 August 2026 – 4 October 2026. It ranks #23 among 41 tracked brands.

How often does AI mention this brand?

Prose was named in 68 of 3,600 collected AI answers, across 19 of 150 tracked questions, for Haircare · United States (21 August 2026 – 4 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 Prose by all 3,600 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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