Found
/
The List
/
Handbags & Accessories
/

Angela Roi

Angela Roi

AI visibility and ranking for Handbags & Accessories: United States

Handbags & Accessories [US]
Visit website ↗

Boston maker of luxury vegan handbags with ethical-materials positioning.

Angela Roi
appears in
1.1
% of measured AI answers in this industry and market.

Found score

Track Angela Roi’s AI visibility weekly →

AI visibility scores and ranking

Data through

November 8, 2026

Updated

November 8, 2026

Latest scan visibility

0.9

November 8, 2026

Overall visibility

1.1

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

Industry rank

25

Within this industry and market

Published scan history

Across 13 recorded scans from 21 August 2026 to 8 November 2026, Angela Roi's single-scan score moved from 1.1% to 0.9%, down 0.2 percentage points. Latest recorded scan 0.9% on 8 November 2026; combined-window score 1.1%.

View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 1.1% 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 20261.1%
24 August 20261.1%
30 August 20261.1%
6 September 20261.1%
13 September 20261.3%
20 September 20261.1%
27 September 20261.3%
4 October 20261.3%
11 October 20260.9%
18 October 20260.4%
25 October 20260.9%
1 November 20261.1%
8 November 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

1.4%

Perplexity Logo

Perplexity

1.4%

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

AI Overviews

0.4%

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

Claude LogoDeep Seek LogoGrok Logo

See insights from more platforms.

Track your brand everywhere its mentioned with Lift.

Explore Lift →

ChatGPT names Angela Roi most often.

It appears in 1.4% of collected ChatGPT answers and 0.4% of Google AI Overviews answers: a difference of 1.0 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.

Angela Roi appears in at least one collected answer to 2.7% of the tracked questions. That is question coverage; the 1.1% visibility score measures its share of individual answers.

Across 13 published scans, visibility ranged from 0.4% to 1.3%. The latest scan was 0.9% 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 cruelty free handbag brands USA
  • Best female founded handbag brands USA
  • Best sustainable 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 female founded handbag brands USA (Mansur Gavriel, Cuyana, MZ Wallace)
  • Best handbag brands America (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 cruelty free handbag brands USA

From the recorded answer

JW Pei / Freja NYC / Angela Roi: Popular contemporary labels frequently spotlighted for clean, celebrity-approved architectural designs using high-grade vegan leathers and recycled components.
Read recorded answer

Recorded answer text · Google AI Overviews · 1 November 2026

Here are some of the best cruelty-free and vegan handbag brands available in the USA, ranging from affordable everyday styles to high-end luxury labels:

### Affordable & Everyday Vegan Brands

- Melie Bianco: Known for textured, structural, and trendy shoulder and tote bags. They use recycled vegan leather, suede, and velvet in small-batch production to cut down on textile waste. - Price Range: Around $78 - $150 - Where to shop: Melie Bianco Official Store - Matt & Nat: A long-time favorite for minimalist backpacks, crossbody bags, and totes. Their products are made using recycled materials, including linings created from 100% recycled plastic bottles. - Price Range: Around $80 - $135 - Where to shop: Matt & Nat USA - Gunas: One of the first independent, 100% vegan fashion brands in the USA, offering colorful, contemporary, and PVC-free designs made from upcycled and canvas materials. - Price Range: Around $125 - $275

### Mid-Range & Contemporary Ethical Brands

- VIVUS: Specializes in cruelty-free luxury handbags crafted from plant-based alternatives like cactus leather, lined with soft recycled vegan microsuede, and ethically manufactured in small batches in New York City. - Price Range: Around $425 - JW Pei / Freja NYC / Angela Roi: Popular contemporary labels frequently spotlighted for clean, celebrity-approved architectural designs using high-grade vegan leathers and recycled components. - Price Range: Around $100 - $350

### Luxury Vegan Designer Brands

- Stella McCartney: A pioneer in 100% vegan luxury fashion, crafting iconic chain-trim bags (like the Falabella ) and contemporary styles using innovative, animal-free, and recycled materials. - Price Range: Around $850 - $2,395 - Where to shop: Stella McCartney Handbags

To help you narrow down the best option, let me know:

- What style or shape you prefer (tote, crossbody, backpack, or clutch)? - What is your budget range? - Do you prefer plant-based materials (like cactus, apple, or cork) or recycled synthetics?

ChatGPT

The question asked

Best vegan leather handbags USA

From the recorded answer

3\. Angela Roi* …
Read recorded answer

Recorded answer text · ChatGPT · 8 November 2026

Here are my top picks for vegan leather handbags available in the USA for 2026, ranging from affordable everyday purses to luxury designer-style handbags.

I prioritized stylish designs, cruelty-free materials, quality construction, and brands with established reputations.

## Best vegan handbag brands

!Paloma Tote Black - Luxury Vegan Work Bag

1\. Freja New York

(Best minimalist luxury)

- Approx. \$198-\$398 - Elegant, understated designs. - Premium ultrafiber vegan leather. - Great for work and everyday use.

Shop Freja

---

!Gunas New York Miley In Black | ModeSens

2\. GUNAS

(Best fully vegan brand)

- Approx. \$125-\$275 - Contemporary designer-inspired styles. - Vegan and PVC-free options. - Ethically minded brand.

Shop GUNAS

---

!Luxury Designer Vegan Handbags - Eleanor Satchel Black

3\. Angela Roi

- Approx. \$65-\$295 - Sophisticated, polished designs. - Beautiful structured handbags. - Also offers cactus-based leather blends.

Shop Angela Roi

---

!Vegan Leather Handbags by Melie Bianco

4\. Melie Bianco

(Best affordable elegance)

- Approx. \$45-\$150 - Beautiful woven and textured handbags. - Classic and trendy silhouettes. - Recycled vegan leather options.

Shop Melie Bianco

---

![NINA Vegan Tote Bag - UPPEAL™ | Matt & Nat USA](

5\. Matt & Nat

- Approx. \$40-\$310 - Large selection of totes and shoulder bags. - Recycled-material linings. - Good everyday and work options.

Shop Matt & Nat

---

!Jw Pei Lily Shoulder Bag at Linda Fujiwara blog

6\. JW PEI

(Best trendy styles)

- Approx. \$50-\$200 - Modern, fashion-forward designs. - Beautiful shoulder bags and top handles. - Great value for the look.

Shop JW PEI

---

!Women Black Falabella Fold-Over Tote Bag | Stella McCartney RO

7\. Stella McCartney

(Best luxury designer)

- Approx. \$490-\$2,650 - Iconic Falabella handbags. - Luxury finishes and statement hardware. - Strong animal-welfare commitment.

Shop Stella McCartney

www.thegoodtrade.comwww.thegoodtrade.comwww.greenmatters.comsustainably-chic.comwww.the-independent.com

## Specific handbags worth considering

These are currently listed by US retailers\:

Matt & Nat Isabelle Shoulder Bag

## \$150

Adjustable strap and elegant flap design.

View handbag

---

JW PEI Harlee Weave Shoulder Bag

## \$133

Woven texture and structured silhouette.

View handbag

---

Melie Bianco Johanna Tote

## \$150

Woven finish, spacious interior and recycled components.

View handbag

## My sustainability tip

Not all vegan leather is environmentally friendly. Many bags use polyurethane (PU) or PVC.

If sustainability is important, look for\:

- MIRUM plant-based leather. - Recycled materials with clearly disclosed percentages. - Apple-based or cactus-based leather blends. - PVC-free materials.

For example, Svala offers bags using MIRUM, a plastic-free plant-based material for the outer layer. veganpots.comwww.mondani.comwww.thegoodtrade.com

## Let me narrow down the best handbags for you

1\. What is your budget?

Under \$100

\$100-\$200

\$200-\$400

\$400-\$800

\$800+

---

2\. What style do you prefer?

Elegant / classy / timeless

Quiet luxury / designer look

Modern and trendy

Classic sophisticated

---

3\. What type of handbag?

Shoulder bag

Crossbody

Tote / work bag

Top-handle handbag

Any style

---

4\. Preferred colors?

Black, beige, taupe

Brown, chocolate, cognac

Cream, ivory, white

Colorful bags

Any color

[Find my perfect handbags]

Perplexity

The question asked

Best sustainable handbag brands USA

From the recorded answer

Angela Roi - Best for vegan luxury, with animal-free materials and artisan-made construction.
Read recorded answer

Recorded answer text · Perplexity · 8 November 2026

Here are some of the best sustainable handbag brands available in the USA, organized by what they do best:

- ABLE - Best overall for ethical leather handbags, everyday designs, and maker-focused production. - HOZEN - Best vegan and made-in-USA option; uses recycled and plant-based materials in small batches. - BAGGU - Best affordable casual bags, especially practical styles made with recycled nylon. - Cuyana - Best for minimalist, polished handbags designed around a “fewer, better” philosophy; it uses materials including LWG-certified leather and recycled plastic. - HYER GOODS - Best for upcycled leather; its bags use leftover leather that might otherwise become waste. - Angela Roi - Best for vegan luxury, with animal-free materials and artisan-made construction. - Allégorie - Best for plant-based vegan leather alternatives, including materials derived from fruit waste. - Nisolo - Best for classic leather styles, supply-chain transparency, and some vegetable-tanned leather options. - Parker Clay - Best for premium leather bags and fair-wage production. - Stella McCartney - Best luxury choice for animal-free handbags, recycled materials, and lower-impact alternatives.

### Quick recommendations

- Best overall: ABLE - Best vegan: HOZEN or Angela Roi - Best affordable: BAGGU - Best work bag: Cuyana - Best upcycled: HYER GOODS - Best luxury: Stella McCartney - Best made in the USA: HOZEN

For the most sustainable purchase, prioritize a durable design you will use for years, transparent material sourcing, repairability, and-when possible-secondhand shopping.

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

Your questions. Your market. Your next move.

Track your own prompts with Lift.

Go beyond the public list. Choose questions about your products, competitors and customers, then track how AI answers them over time.

Chat GPT logo

Which running shoes suit wide feet?

Product fit

Perplexity Logo

What are good alternatives to my usual skincare brand?

Comparison

Claude Logo

Which sofa brands deliver to regional Australia?

Market

Deep Seek Logo

Which protein powders contain no dairy?

Product fit

Grok Logo

Is this brand worth the premium?

Brand perception

Chat GPT logo

Which outdoor brands offer repair services?

Purchase intent

Perplexity Logo

What should I compare before buying a home gym?

Discovery

Claude Logo

Which coffee subscription suits a small office?

Audience

Deep Seek Logo

What do shoppers say about this brand’s sizing?

Brand perception

Explore Lift →

Illustrative prompts · tailored to your tracking plan

Pause animation

Found / Brand snapshot

Angela Roi

Handbags & Accessories

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

1.1

%

AI visibility

Free industry report

See the bigger picture in your industry

Get the industry report by email. Compare brand rankings and AI platform results in your market, then share the findings with your team.

Industry rankings / Brand visibility / Platform comparisons

Get the free industry report →

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

62

Answers naming the brand

5840

Answers collected

1.1

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, Angela Roi ranks #25 among 42 tracked brands for Handbags & Accessories · United States (21 August 2026 – 8 November 2026). Its visibility is 1.1%. It was named in 62 of 5,840 AI answers across 4 of 150 tracked questions, averaging position 2.1 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 1.1% AI visibility for Angela Roi in Handbags & Accessories · United States, measured over 21 August 2026 – 8 November 2026. It ranks #25 among 42 tracked brands.

How often does AI mention this brand?

Angela Roi was named in 62 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 Angela Roi 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.

Close
Found by Flux
Get the full AI search report
Every shopper question this brand is missing from, the split across ChatGPT, Perplexity and Google AI Overviews, and what is causing the gap.
Where should we send it?
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.