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Proper Cloth

Proper Cloth

AI visibility and ranking for Menswear: United States

Menswear [US]
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New York made-to-measure menswear company best known for custom dress shirts ordered online.

Proper Cloth
appears in
3.1
% of measured AI answers in this industry and market.

Found score

Track Proper Cloth’s AI visibility weekly →

AI visibility scores and ranking

Data through

November 1, 2026

Updated

November 2, 2026

Latest scan visibility

3.3

November 1, 2026

Overall visibility

3.1

16 October 2026 – 1 November 2026 (scans 1–4)

Industry rank

21

Within this industry and market

Published scan history

Across 4 recorded scans from 16 October 2026 to 1 November 2026, Proper Cloth's single-scan score moved from 2.9% to 3.3%, up 0.4 percentage points. Latest recorded scan 3.3% on 1 November 2026; combined-window score 3.1%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 3.1% over 16 October 2026 – 1 November 2026, measured across every answer in that window — a different sample from any single row below.
Scan dateSingle-scan score
16 October 20262.9%
18 October 20262.0%
25 October 20264.0%
1 November 20263.3%

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

3.7%

Perplexity Logo

Perplexity

3.8%

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

AI Overviews

1.7%

16 October 2026 – 1 November 2026 (scans 1–4)

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Perplexity names Proper Cloth most often.

It appears in 3.8% of collected Perplexity answers and 1.7% of Google AI Overviews answers: a difference of 2.1 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.

Named across 25 of 150 questions.

Proper Cloth appears in at least one collected answer to 16.7% of the tracked questions. That is question coverage; the 3.1% visibility score measures its share of individual answers.

Across 4 published scans, visibility ranged from 2.0% to 4.0%. The latest scan was 3.3% on 1 November 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.

16 October 2026 – 1 November 2026 (scans 1–4)

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 buy it for life men's clothing USA
  • Best made to measure suits USA
  • Best men's Kentucky Derby outfits USA
  • Best men's black tie outfit USA
  • Best men's clothing brands for short men USA
  • Best men's clothing brands for tall slim men USA

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 men's clothing brands online USA (Bonobos, Buck Mason, J.Crew)
  • Best men's clothing brands for a capsule closet USA (Buck Mason, Uniqlo, J.Crew)
  • Best men's clothing brands for men in their 20s USA (Abercrombie & Fitch, Uniqlo, Buck Mason)
  • Best men's clothing brands for men in their 30s USA (Buck Mason, Todd Snyder, J.Crew)
  • Best men's clothing brands for men over 40 USA (Buck Mason, Bonobos, J.Crew)
  • Best men's smart casual clothing brands USA (J.Crew, Bonobos, Todd Snyder)

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 men's oxford shirts USA

From the recorded answer

Price: Around $235 via Huckberry. ### 3. [[New England Shirt Co. The 6-Button Oxford]( …
Read recorded answer

Recorded answer text · Google AI Overviews · 1 November 2026

Here are the best men's Oxford cloth button-down (OCBD) shirts made or popular in the USA, ranging from heritage heavyweights to high-value daily wear:

### 1. [Brooks Brothers American-Made Oxford Cloth Button-Down ](

- The Vibe: The iconic originator of the American OCBD (introduced in 1896). - Details: Crafted in America from 100% cotton oxford cloth with authentic mother-of-pearl buttons, a signature 6-pleat shirring, a center back pleat, and a classic polo button-down collar. Available in regular, slim, and traditional fits. - Price: Around $198 via Brooks Brothers.

### 2. [Gitman Vintage Classic Cambridge Oxford ](

- The Vibe: Authentic, mid-century Ivy League charm. - Details: Made in the USA from 100% cotton Cambridge oxford fabric, featuring a button-down collar and single breast pocket. - Price: Around $235 via Huckberry.

### 3. [New England Shirt Co. The 6-Button Oxford ](

- The Vibe: Golden-era tailoring with a substantial handfeel. - Details: Made in Fall River, Massachusetts, using a 160-gram 40s single Cambridge-style oxford cloth with single-needle stitching and a classic, balanced fit. - Price: Around $240 via New England Shirt Co..

### 4. [Lands' End No Iron Supima Oxford Dress Shirt ](

- The Vibe: Best value for a low-maintenance, soft everyday shirt. - Details: Made with U.S.-grown Supima cotton designed to stay smooth for 50 washes without needing an iron; available in traditional and tall fits. - Price: Around $43.97 (frequently discounted from $79.95) via Lands' End.

### 5. [Bonobos Everyday Oxford Shirt ](

- The Vibe: Contemporary casual-to-smart wear. - Details: Well-reviewed everyday option available in multiple fits and classic stripe or solid colorways. - Price: Around $89 via Bonobos.

To help narrow down the best option for you, tell me:

- Are you looking for a strict Made-in-USA heritage brand or a budget-friendly daily option? - Do you prefer a slim, regular, or relaxed/traditional fit?

ChatGPT

The question asked

Best men's dress shirts USA

From the recorded answer

3\. Proper Cloth* …
Read recorded answer

Recorded answer text · ChatGPT · 1 November 2026

If you're looking for the best men's dress shirts available in the USA, I'd narrow it down to brands that offer excellent fabric, fit, durability, and appearance.

Here are my top recommendations for 2026, from affordable everyday shirts to premium business and luxury dress shirts.

## Best men's dress shirt brands in the USA

!Madison Relaxed-Fit Dress Shirt, Performance Non-Iron with COOLMAX®, English Spread Collar Broadcloth

1\. Brooks Brothers

(Best classic business shirt)

- Excellent traditional styling - Quality cotton and non-iron options - Great for office and formal occasions - Typical price: \$70-\$150

Shop Brooks Brothers

---

!White Signature Twill Shirt - Extra Long Sleeves - Eton

2\. Eton

(Best luxury quality)

- Premium cotton fabrics - Excellent collars and construction - Elegant business appearance - Typical price: \$200-\$300

Shop Eton

---

!The Thomas Mason Fine Twill Shirt in White

3\. Proper Cloth

(Best custom fit)

- Made-to-measure shirts - Extensive fabric and collar selection - Great for difficult-to-fit body types - Typical price: \$100-\$200+

Shop Proper Cloth

---

!Men's Shirts | Formal & Smart Casual Shirts | Charles Tyrwhitt CA

4\. Charles Tyrwhitt

- Excellent business shirts - Good non-iron cotton options - Multiple fits and sleeve lengths - Typical price: \$50-\$110

Shop Charles Tyrwhitt

---

!Slim-fit Ludlow Premium Fine Cotton Dress Shirt For Men | J.Crew

5\. J.Crew

- Stylish modern cuts - Good cotton fabrics - Great business-casual versatility - Typical price: \$70-\$190

Shop J.Crew

---

!Men's Super Non-Iron Slim-Fit Long-Sleeve Shirt (Button Down Collar) | UNIQLO US

6\. Uniqlo

- Excellent value - Non-iron options - Simple, clean appearance - Typical price: \$40-\$60

Shop Uniqlo

These selections are consistent with recent recommendations from GQ and Esquire. www.gq.comwww.esquire.comwww.wsj.com

## Specific shirts worth considering

Brooks Brothers Non-Iron Dress Shirt

## \$68.60

Macy's · 4.7/5 (103 reviews)

Excellent traditional cotton business shirt.

View shirt

---

Quince Organic Cotton Royal Oxford

## \$49.90

Quince · 4.8/5 (561 reviews)

Great value and easy-care cotton.

View shirt

---

Eton Contemporary Fit Twill

## \$250

Nordstrom · 4.5/5 (45 reviews)

Premium option with crease-resistant cotton.

View shirt

---

Charles Tyrwhitt Non-Iron Dress Shirt

## \$76.30

Macy's · 4.9/5 (11 reviews)

A polished cotton option for professional wear.

View shirt

## Let me narrow it down to the best shirt for you

What kind of dress shirt are you looking for?

1\. Budget per shirt

Under \$50

\$50-\$100

\$100-\$200

\$200-\$300

\$300+

---

2\. Preferred fit

Slim fit

Regular fit

Athletic fit

Classic / relaxed fit

---

3\. Preferred fabric

100% cotton

Premium Egyptian or Supima cotton

Non-iron cotton

Stretch performance fabric

No preference

---

4\. Main purpose

Business / office

Formal occasions and suits

Everyday professional wear

Luxury / executive appearance

[Find my best dress shirts]

Perplexity

The question asked

Best men's non iron shirts USA

From the recorded answer

Best premium/custom fit: Proper Cloth Thomas Mason Non-Iron - excellent if you want made-to-measure sizing; about $245.
Read recorded answer

Recorded answer text · Perplexity · 1 November 2026

The best men's non-iron shirts in the USA depend on fit and budget:

- Best overall: Brooks Brothers Explorer Non-Iron Twill - polished traditional styling, moisture-wicking stretch fabric, and broad collar/sleeve sizing; about $138. - Best premium/custom fit: Proper Cloth Thomas Mason Non-Iron - excellent if you want made-to-measure sizing; about $245. - Best performance/travel shirt: Mizzen+Main Leeward - stretchy, comfortable, and especially suitable for travel or untucked business-casual wear; about $158. - Best value: Uniqlo Super Non-Iron Slim Shirt - 100% cotton and around $50, making it a strong affordable everyday option. - Best comfort: Lands' End Non-Iron Pinpoint Shirt - Supima cotton and a comfort-focused construction. - Best athletic fit: State & Liberty Performance Dress Shirt - tapered for athletic builds and made from a wrinkle-resistant polyester/spandex blend. - Best budget option: Van Heusen Poplin Solid Dress Shirt - a low-cost wrinkle-resistant choice. - Best Costco value: Kirkland Signature Dress Shirt - highly rated, with exact sleeve-length options and prices typically below premium brands. - Best traditional retailer selection: Charles Tyrwhitt Non-Iron Twill Shirt - a classic office option with multiple fits and collar choices.

Best single recommendation: choose Brooks Brothers for a conventional office dress shirt, Mizzen+Main for travel and comfort, or Uniqlo if keeping the price near $50. Be aware that “non-iron” usually means wrinkle-resistant rather than perfectly crease-free-wash according to the label, remove promptly, and hang dry for the best result.

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

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Found / Brand snapshot

Proper Cloth

Menswear

16 October 2026 – 1 November 2026 (scans 1–4)

3.1

%

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

55

Answers naming the brand

1798

Answers collected

3.1

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, Proper Cloth ranks #21 among 38 tracked brands for Menswear · United States (16 October 2026 – 1 November 2026). Its visibility is 3.1%. It was named in 55 of 1,798 AI answers across 25 of 150 tracked questions, averaging position 2.7 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 3.1% AI visibility for Proper Cloth in Menswear · United States, measured over 16 October 2026 – 1 November 2026. It ranks #21 among 38 tracked brands.

How often does AI mention this brand?

Proper Cloth was named in 55 of 1,798 collected AI answers, across 25 of 150 tracked questions, for Menswear · United States (16 October 2026 – 1 November 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 Proper Cloth by all 1,798 answers in the published Menswear · 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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Every shopper question this brand is missing from, the split across ChatGPT, Perplexity and Google AI Overviews, and what is causing the gap.
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