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Silver & Riley

Silver & Riley

AI visibility and ranking for Handbags & Accessories: United States

Handbags & Accessories [US]
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Black-woman-owned brand making Italian-made leather bags, founded by Lola Banjo.

Silver & Riley
appears in
0.1
% of measured AI answers in this industry and market.

Found score

Track Silver & Riley’s AI visibility weekly →

AI visibility scores and ranking

Data through

November 8, 2026

Updated

November 8, 2026

Latest scan visibility

0.2

November 8, 2026

Overall visibility

0.1

21 August 2026 – 8 November 2026 (scans 1–13)

Industry rank

38

Within this industry and market

Published scan history

Across 13 recorded scans from 21 August 2026 to 8 November 2026, Silver & Riley's single-scan score moved from 0.0% to 0.2%, up 0.2 percentage points. Latest recorded scan 0.2% on 8 November 2026; combined-window score 0.1%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 0.1% over 21 August 2026 – 8 November 2026, measured across every answer in that window — a different sample from any single row below.
Scan dateSingle-scan score
21 August 20260.0%
24 August 20260.0%
30 August 20260.0%
6 September 20260.0%
13 September 20260.0%
20 September 20260.4%
27 September 20260.0%
4 October 20260.0%
11 October 20260.0%
18 October 20260.0%
25 October 20260.2%
1 November 20260.4%
8 November 20260.2%

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

0.1%

Perplexity Logo

Perplexity

0.1%

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

AI Overviews

0.2%

21 August 2026 – 8 November 2026 (scans 1–13)

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Google AI Overviews names Silver & Riley most often.

It appears in 0.2% of collected Google AI Overviews answers and 0.1% of Perplexity answers: a difference of 0.1 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.

Named across 4 of 150 questions.

Silver & Riley appears in at least one collected answer to 2.7% of the tracked questions. That is question coverage; the 0.1% visibility score measures its share of individual answers.

Across 13 published scans, visibility ranged from 0.0% to 0.4%. The latest scan was 0.2% on 8 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.

21 August 2026 – 8 November 2026 (scans 1–13)

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 convertible crossbody bag USA
  • Best female founded handbag brands USA
  • Best luxury handbag brands USA
  • Best vegan leather handbags 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 boutique handbag brands USA (Mansur Gavriel, Telfar, Freja New York)
  • Best American handbag labels (Coach, Tory Burch, Kate Spade New York)
  • Best independent handbag brands USA (Coach, Michael Kors, Cuyana)
  • Which American handbag brands are actually good (Coach, Hammitt, Cuyana)
  • Best handbag brands America (Coach, Tory Burch, Kate Spade New York)
  • Best American handbag brands (Coach, Tory Burch, Kate Spade New York)

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 vegan leather handbags USA

From the recorded answer

Silver & Riley …
Read recorded answer

Recorded answer text · Google AI Overviews · 1 November 2026

Here are some of the best vegan leather and plant-based handbag brands and options available in the USA, categorized by style, material, and price:

### Plant-Based & Sustainable Innovators

- Allégorie - Best for: Plant-based food-waste leather (apple, pineapple, cactus). - Highlights: Small-batch, women-owned, and handcrafted in Queens, NYC. Avoids petroleum-based plastics by using innovative fruit and plant byproducts. - Price Range: $285 - $575 - Crystalyn Kae Accessories - Top Pick: [Foxtrot Vegan Leather Crossbody Hobo ]( ($195) - Highlights: Lightweight, water-resistant, machine-washable, and handmade in Seattle, Washington. - Green Hermitage - Best for: 100% plant-based leather (such as banana and cactus leather) sling bags and travel accessories. - Highlights: Cruelty-free and eco-conscious production from raw material to artisan assembly.

### Everyday & Recycled Vegan Leather

- Melie Bianco - Top Picks: [Tulip Recycled Vegan Top Handle Bag ]( (~$108 - $127) and [Johanna Recycled Vegan Shoulder/Tote Bag ]( (~$89 - $154). - Highlights: Uses post-consumer recycled polyester and recycled vegan leather in structured, chic silhouettes. Available through retailers like Nordstrom. - Urban Expressions - Top Pick: Maria Hobo (~$90) - Highlights: Sleek hobo shapes with smooth vegan leather finishes, structured bases, and removable zip pouches. - Quince - Best for: Budget-friendly everyday vegan and Italian leather alternatives. - Highlights: Features ethical certifications (OEKO-TEX, BSCI, GOTS) with accessible price points starting around $26.

### Luxury & Designer Vegan Options

- Silver & Riley - Best for: Italian-crafted luxury designer vegan leather bags. - Highlights: Known for timeless work and travel pieces like the [Capri Tote ]( ($595) and New Yorker series. - Stella McCartney - Best for: High-end designer animal-free luxury. - Highlights: Pioneer in cruelty-free luxury fashion, featuring iconic styles like the [Falabella tote ]( - Price Range: $550 - $2,650

ChatGPT

The question asked

Best convertible crossbody bag USA

From the recorded answer

6\. Silver & Riley Convertible Executive Bag* …
Read recorded answer

Recorded answer text · ChatGPT · 1 November 2026

I researched convertible crossbody bags available in the USA. My top recommendations include bags that convert between crossbody, shoulder bag, backpack, and tote, depending on the style.

## Best convertible crossbody bags in the USA

(Best stylish leather choice)

1\. Quince Italian Leather Quilted Convertible Crossbody

# \$124

Quince · 4.8/5 · 569 reviews

Elegant quilted Italian leather, adjustable strap and versatile styling.

Shop Quince

---

(Best for travel)

2\. Pacsafe Citysafe CX Convertible Crossbody

# \$99.95

Pacsafe · 4.7/5 · 161 reviews

Anti-theft features, expandable capacity and room for a tablet.

Shop Pacsafe

---

3\. Quince Maeve Convertible Backpack

# \$168

Quince · 4.9/5 · 152 reviews

Italian leather design that converts between backpack and shoulder bag. Great everyday option.

Shop Quince

---

4\. Baggallini 3-in-1 Convertible Backpack Tote

# \$98 sale price

Macy's · 4.8/5 · 39 reviews

Converts between backpack, crossbody and tote. Practical and organized.

Shop Macy's

---

5\. Coach Tabby 26 Quilted Leather Convertible Crossbody

# \$575

Nordstrom · 4.6/5 · 244 reviews

Premium designer leather with a chain strap for shoulder or crossbody wear.

Shop Nordstrom

---

6\. Silver & Riley Convertible Executive Bag

# \$995

Silver & Riley · 5.0/5 · 51 reviews

Luxury option with four carrying styles: top handle, shoulder, crossbody and backpack.

Shop Silver & Riley

## My recommendation

- Best overall value\: Quince Italian Leather Convertible Crossbody. - Best practical travel bag\: Pacsafe. - Best 3-in-1 functionality\: Baggallini. - Best designer look\: Coach Tabby.

## Let me narrow it down to your ideal bag

1\. What's your budget?

---

2\. What style do you prefer?

---

3\. How should it convert?

---

4\. Preferred material?

[Find my perfect bag]

Perplexity

The question asked

Best female founded handbag brands USA

From the recorded answer

| Silver & Riley | Elevated travel bags | Founded by Lola Banjo, with a focus on polished, functional travel pieces. | …
Read recorded answer

Recorded answer text · Perplexity · 8 November 2026

Here are some of the best female-founded handbag brands in the USA, spanning luxury, everyday, travel, and independent labels:

| Brand | Best for | Why consider it | |---|---|---| | Mansur Gavriel | Minimalist luxury | Founded by Rachel Mansur and Floriana Gavriel; known for refined leather bucket bags and clean silhouettes. | | MZ Wallace | Lightweight everyday bags | Founded by two women in New York City, with practical, lightweight designs. | | Dagne Dover | Work and travel | Founded by three women; especially strong on organization, durability, pockets, and functional details. | | Cuyana | Quiet luxury | Known for streamlined, versatile leather bags and a “fewer, better” design philosophy. | | Tory Burch | Polished contemporary style | Founded by Tory Burch and associated with women-focused entrepreneurship and philanthropy. | | Kate Spade New York | Colorful, recognizable fashion | Founded by Kate Spade and Andy Spade in 1993; a major American handbag name. | | Lo & Sons | Travel and work bags | Founded by Helen Lo with her children; offers practical leather bags, backpacks, and travel designs. | | ASHYA | Modern travel accessories | Co-founded by Ashley Cimone and Moya Annece; specializes in stylish travel-focused bags. | | Vavvoune | Independent luxury | Founded by Valerie Blaise in Brooklyn; recognized for premium bags using upcycled leather. | | Lemiz | Made-in-Los-Angeles leather bags | Founded by Leah Mizrachi; designs are locally made and hand-sewn in Los Angeles. | | Brynn Capella | American-made leather | Woman-owned brand focused on leather handbags made in the USA. | | Hyer Goods | Sustainable leather | Founded by Dana Cohen and known for deadstock and upcycled leather bags. | | Silver & Riley | Elevated travel bags | Founded by Lola Banjo, with a focus on polished, functional travel pieces. | | Deseri | Accessible luxury | Black female-founded handbag brand focused on making luxury more attainable. |

### Best picks by style

- Best overall: Cuyana - Best for work: Dagne Dover or MZ Wallace - Best for travel: Lo & Sons or ASHYA - Best luxury choice: Mansur Gavriel - Best sustainable choice: Hyer Goods or Vavvoune - Best made-in-USA choice: Lemiz or Brynn Capella - Best colorful designer option: Kate Spade New York - Best emerging independent brand: Vavvoune or Deseri

“Female-founded” does not always mean the company is currently woman-owned, so ownership and leadership may vary by brand.

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

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Found / Brand snapshot

Silver & Riley

Handbags & Accessories

21 August 2026 – 8 November 2026 (scans 1–13)

0.1

%

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

6

Answers naming the brand

5840

Answers collected

0.1

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, Silver & Riley ranks #38 among 42 tracked brands for Handbags & Accessories · United States (21 August 2026 – 8 November 2026). Its visibility is 0.1%. It was named in 6 of 5,840 AI answers across 4 of 150 tracked questions, averaging position 4.3 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 0.1% AI visibility for Silver & Riley in Handbags & Accessories · United States, measured over 21 August 2026 – 8 November 2026. It ranks #38 among 42 tracked brands.

How often does AI mention this brand?

Silver & Riley was named in 6 of 5,840 collected AI answers, across 4 of 150 tracked questions, for Handbags & Accessories · United States (21 August 2026 – 8 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 Silver & Riley by all 5,840 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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