Across 13 recorded scans from 21 August 2026 to 8 November 2026, Consuela's single-scan score moved from 0.0% to 0.0%, unchanged (0.0 percentage points). Latest recorded scan 0.0% on 8 November 2026; combined-window score 0.0%.
View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 0.0% over 21 August 2026 – 8 November 2026, measured across every answer in that window — a different sample from any single row below.
Scan date
Single-scan score
21 August 2026
0.0%
24 August 2026
0.0%
30 August 2026
0.0%
6 September 2026
0.0%
13 September 2026
0.0%
20 September 2026
0.0%
27 September 2026
0.0%
4 October 2026
0.0%
11 October 2026
0.0%
18 October 2026
0.0%
25 October 2026
0.0%
1 November 2026
0.2%
8 November 2026
0.0%
Latest scan = one scan. Overall visibility = all answers in the published window.
Visibility across AI platforms
Share of answers naming this brand
ChatGPT
0.0%
Perplexity
0.0%
AI Overviews
0.1%
21 August 2026 – 8 November 2026 (scans 1–13)
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It appears in 0.1% of collected Google AI Overviews answers and 0.0% 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 1 of 150 questions.
Consuela appears in at least one collected answer to 0.7% of the tracked questions. That is question coverage; the 0.0% visibility score measures its share of individual answers.
Across 13 published scans, visibility ranged from 0.0% to 0.2%. The latest scan was 0.0% on 8 November 2026. Individual scan scores and the published-window score describe different samples.
The brand is named in at least one collected answer to each of these questions.
Best oversized tote bag 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 oversized tote bag USA
From the recorded answer
Best Statement / Jumbo Tote: **[Consuela Jumbo Bags ](http …
Read recorded answer
Recorded answer text · Google AI Overviews · 1 November 2026
The [L.L.Bean Boat and Tote ]( is the top pick for an oversized, classic canvas tote bag in the USA, handcrafted in Maine using heavyweight 24 oz. cotton canvas and tested to hold up to 500 pounds (prices start around $34 to $40).
### Top Oversized Tote Bags Made or Popular in the USA
- Best Canvas / Classic: **[L.L.Bean Boat and Tote ](
- Material: Heavyweight 24 oz. American-made cotton canvas with a double-layer reinforced base.
- Why it's great: It is practically indestructible, stands upright, holds an immense amount of gear, and can be personalized with a monogram.
- Best Made-in-USA Utility: **[Tough Traveler Big Classic Tote ](
- Material: Sturdy nylon with a 23L capacity.
- Why it's great: Hand-sewn in Schenectady, NY, featuring extra-wide handles and a lightweight build designed to last for decades (priced around $92).
- Best Large Leather Carryall: **[The Sak Los Feliz Large Tote ](
- Material: Responsibly sourced leather or suede.
- Why it's great: Features a soft, slouchy silhouette with an oversized interior that easily fits a 17-inch laptop plus daily essentials (priced around $199).
- Best Statement / Jumbo Tote: **[Consuela Jumbo Bags ](
- Material: Woven textiles and specialty fabrics.
- Why it's great: Known for vibrant, high-capacity, heavy-duty utility with a wide price and style range (from $70 to $325).
To help narrow down the best option, tell me:
- What is your main use case (beach, work/laptop, travel, or everyday errands)?
- Do you prefer canvas, leather, or nylon?
- What is your budget?
Excerpts from collected AI answers. AI claims are evidence of the response, not verified brand facts.
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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, Consuela ranks #40 among 42 tracked brands for Handbags & Accessories · United States (21 August 2026 – 8 November 2026). Its visibility is 0.0%. It was named in 1 of 5,840 AI answers across 1 of 150 tracked questions, averaging position 2.0 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 0.0% AI visibility for Consuela in Handbags & Accessories · United States, measured over 21 August 2026 – 8 November 2026. It ranks #40 among 42 tracked brands.
How often does AI mention this brand?
Consuela was named in 1 of 5,840 collected AI answers, across 1 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 Consuela 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.
