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Clare V.

AI visibility and ranking for Handbags & Accessories: United States

Handbags & Accessories [US]
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Los Angeles-made bags and accessories from Clare Vivier.

Clare V.
appears in
3.0
% of measured AI answers in this industry and market.

Found score

Track Clare V.’s AI visibility weekly →

AI visibility scores and ranking

Data through

October 4, 2026

Updated

October 4, 2026

Latest scan visibility

3.1

October 4, 2026

Overall visibility

3.0

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

Industry rank

15

Within this industry and market

Published scan history

Across 8 recorded scans from 21 August 2026 to 4 October 2026, Clare V.'s single-scan score moved from 2.9% to 3.1%, up 0.2 percentage points. Latest recorded scan 3.1% on 4 October 2026; combined-window score 3.0%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 3.0% 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 20262.9%
24 August 20263.1%
30 August 20263.3%
6 September 20262.7%
13 September 20261.8%
20 September 20263.6%
27 September 20263.3%
4 October 20263.1%

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

1.7%

Perplexity Logo

Perplexity

5.8%

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

AI Overviews

1.5%

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

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Perplexity names Clare V. most often.

It appears in 5.8% of collected Perplexity answers and 1.5% of Google AI Overviews answers: a difference of 4.3 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.

Named across 32 of 150 questions.

Clare V. appears in at least one collected answer to 21.3% of the tracked questions. That is question coverage; the 3.0% visibility score measures its share of individual answers.

Across 8 published scans, visibility ranged from 1.8% to 3.6%. The latest scan was 3.1% 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)

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 designer bag comparisons
  • Best American handbag labels
  • Best American made handbags
  • Best American owned handbag brands
  • Best Christmas gift handbag USA
  • Best affordable handbag brands 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 American owned handbag brands (Coach, Dooney & Bourke, Tory Burch)
  • What handbag brands do Americans actually wear (Coach, Michael Kors, Kate Spade New York)
  • Best American handbag brands (Coach, Tory Burch, Cuyana)
  • Best American handbag labels (Coach, Tory Burch, Kate Spade New York)
  • Best affordable handbag brands USA (Coach, Portland Leather Goods, Baggu)
  • Best handbag brands New York (Coach, Kate Spade New York, Tory Burch)

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 female founded handbag brands USA

From the recorded answer

Clare V.: Founded by Clare Vivier in Los Angeles, this chic line is celebrated for casual-cool leather clutches, chic shoulder bags, and signature woven or striped straps.
Read recorded answer

Recorded answer text · Google AI Overviews · 4 October 2026

Top female-founded handbag brands based in the United States include:

- Mansur Gavriel: Founded in 2013 by Rachel Mansur and Floriana Gavriel, this brand is famous for its minimalist Italian-made leather bucket bags, totes, and cloud clutches. - Cuyana: Co-founded by Karla Gallardo, this San Francisco-based label focuses on sustainable, "fewer, better" luxury everyday leather goods and timeless craft. - Staud: Co-founded by Sarah Staudinger in Los Angeles, this contemporary brand is known for playful, trend-forward shapes like the moon and bean bags. - Dagne Dover: Co-founded by Melissa Mash, this brand creates eco-friendly, highly functional, and vegan-friendly bags (including popular work totes and backpacks) designed for daily utility. - Edas: Founded by Sade Mims, this New York-based label offers eclectic, sculptural, and handcrafted leather handbags with a modern artistic edge. - Clare V.: Founded by Clare Vivier in Los Angeles, this chic line is celebrated for casual-cool leather clutches, chic shoulder bags, and signature woven or striped straps.

If you'd like to narrow down these options, tell me:

- What is your budget range? - Do you prefer structured or slouchy styles? - Are you looking for everyday wear, work, or a special occasion?

ChatGPT

The question asked

Best boutique handbag brands USA

From the recorded answer

3. Clare V. - Best for personality …
Read recorded answer

Recorded answer text · ChatGPT · 4 October 2026

If by boutique handbag brands you mean smaller, design-led labels rather than the big names like Louis Vuitton, Gucci, or Michael Kors, these are some of the best worth shopping in the U.S. right now. Current 2026 handbag roundups also highlight many of these as strong mid-range/contemporary options. www.purseblog.com

### My top boutique handbag brands

1. Cuyana - ⭐ Best overall San Francisco-based, minimalist, understated, and especially good for elegant everyday bags and work totes. The aesthetic is very “quiet luxury.” Current bags are roughly $398-$600. flux.agency

### Cuyana Forma Shoulder Bag $598.00

2. Mansur Gavriel - Best minimalist designer A New York label known for clean architectural shapes, beautiful Italian leather, and relatively little branding. Excellent if you want something fashion-forward without an obvious logo. flux.agency

### Mansur Gavriel Clio Leather Shoulder Bag $595.00

3. Clare V. - Best for personality Los Angeles-based and more playful than Cuyana or Mansur Gavriel, with woven leather, raffia, color, and French-inspired styling. Great for a bag that feels distinctive rather than corporate. www.glamour.com

### Clare V. Midi Sac Petit Caviar Crossbody $345.00

4. Strathberry - Best “quiet luxury” splurge Edinburgh-based rather than American, but very easy to buy in the U.S. Its structured shapes and distinctive metal-bar hardware give it a polished, sophisticated look without being overly logo-driven. Bags commonly sit around $525-$745. www.purseblog.com

### Strathberry Box Crescent $695.00

5. DeMellier - Best polished/work-to-dinner bag London-based, with sophisticated structured silhouettes that work particularly well for professional wardrobes. Current examples are around $520-$785. www.purseblog.com

### DeMellier Siena Saddle Bag $560.00

6. SENREVE - Best for functionality Particularly good if you want a luxury-looking handbag that is genuinely practical-multiple compartments, convertible carrying options, and work-friendly designs. corporette.com

### SENREVE Mini Maestra $695.00

### Quick ranking

| Brand | Style | Typical level | Best for | |---|---|---|---| | Cuyana | Minimal / understated | $$-$$$ | Everyday & work | | Mansur Gavriel | Modern / architectural | $$$ | Designer look | | Clare V. | Chic / playful | $$-$$$ | Casual & distinctive | | Strathberry | Elegant / structured | $$$ | Quiet luxury | | DeMellier | Sophisticated / polished | $$$ | Work & dinner | | SENREVE | Luxe / functional | $$$ | Organization & versatility |

If I were buying just three: Cuyana for an everyday/work bag, Mansur Gavriel for a fashion-forward piece, and Strathberry for something that feels more luxurious and special.

If you tell me your budget (e.g. under $300, $500, $1,000) and whether you want a tote, shoulder bag, crossbody, or top-handle, I can narrow this to the 10 best actual bags available in the U.S. right now.

Perplexity

The question asked

Best handbag brands America

From the recorded answer

Clare V. - Best for stylish, artistic, moderately priced bags, especially woven and structured designs.
Read recorded answer

Recorded answer text · Perplexity · 4 October 2026

The best handbag brands in America depend on your budget and style, but these are strong choices:

- Coach - Best overall for American heritage, durable leather, and everyday styles; frequently regarded as a leading U.S. handbag brand. - Kate Spade New York - Best for colorful, feminine, polished designs and giftable styles; often ranked highly for overall value. - Michael Kors - Best for accessible luxury, recognizable designs, and practical work-to-weekend bags. - Tory Burch - Best for refined, versatile handbags with a distinctive logo and classic silhouettes. - Marc Jacobs - Best for contemporary, fashion-forward designs, especially casual crossbody and shoulder bags. - Cuyana - Best for minimalist, understated leather bags and work totes; it is also frequently recommended among quality handbags under $500. - Clare V. - Best for stylish, artistic, moderately priced bags, especially woven and structured designs. - The Row - Best for quiet luxury and exceptionally minimalist silhouettes, though prices are very high. - Brahmin - Best for textured leather, structured shapes, and distinctive statement pieces. - Rebecca Minkoff - Best for edgy, versatile leather bags at mid-range prices. - Mansur Gavriel - Best for clean, modern luxury with restrained branding. - Graf Lantz - Best for American-made bags, including leather, canvas, and wool-felt styles produced in Los Angeles.

### Quick picks by category

| Category | Best brands | |---|---| | Best overall | Coach | | Best value | Kate Spade, Michael Kors | | Best work tote | Cuyana, Tory Burch | | Best luxury | The Row, Mansur Gavriel | | Best colorful style | Kate Spade | | Best minimalist style | Cuyana, Mansur Gavriel | | Best American-made option | Graf Lantz | | Best resale potential | Coach, Michael Kors, Kate Spade |

For one versatile purchase, Coach is the safest choice: it offers strong brand heritage, broad styling options, and quality across several price levels.

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

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Found / Brand snapshot

Clare V.

Handbags & Accessories

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

3.0

%

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

107

Answers naming the brand

3600

Answers collected

3.0

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, Clare V. ranks #15 among 42 tracked brands for Handbags & Accessories · United States (21 August 2026 – 4 October 2026). Its visibility is 3.0%. It was named in 107 of 3,600 AI answers across 32 of 150 tracked questions, averaging position 2.4 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 3.0% AI visibility for Clare V. in Handbags & Accessories · United States, measured over 21 August 2026 – 4 October 2026. It ranks #15 among 42 tracked brands.

How often does AI mention this brand?

Clare V. was named in 107 of 3,600 collected AI answers, across 32 of 150 tracked questions, for Handbags & Accessories · 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 Clare V. by all 3,600 answers in the published Handbags & Accessories · 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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