Across 10 recorded scans from 21 August 2026 to 18 October 2026, Cuvee Coffee's single-scan score moved from 0.2% to 0.0%, down 0.2 percentage points. Latest recorded scan 0.0% on 18 October 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 – 18 October 2026, measured across every answer in that window — a different sample from any single row below.
Scan date
Single-scan score
21 August 2026
0.2%
24 August 2026
0.2%
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
0.4%
11 October 2026
0.0%
18 October 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
0.3%
Perplexity
0.0%
AI Overviews
0.0%
21 August 2026 – 18 October 2026 (scans 1–10)
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It appears in 0.3% of collected ChatGPT answers and 0.0% of Google AI Overviews answers: a difference of 0.3 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.
Cuvee Coffee 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 10 published scans, visibility ranged from 0.0% to 0.4%. The latest scan was 0.0% on 18 October 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 coffee beans for aeropress US
Best coffee roaster vs Walmart coffee
Best weekend special coffee beans US
Fresh coffee beans delivered US
Where should I buy coffee beans online in the US
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 online coffee roasters US (Trade Coffee, Onyx Coffee Lab, Counter Culture Coffee)
Best specialty coffee roasters US (Onyx Coffee Lab, SEY Coffee, Heart Coffee Roasters)
Which American coffee roasters are actually good (SEY Coffee, Heart Coffee Roasters, Onyx Coffee Lab)
Best fresh roasted coffee beans US (Onyx Coffee Lab, Counter Culture Coffee, Sightglass Coffee)
Best new coffee roasters US (Onyx Coffee Lab, Heart Coffee Roasters, SEY Coffee)
Best American coffee brands (Counter Culture Coffee, Stumptown Coffee Roasters, Intelligentsia Coffee)
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.
ChatGPT
The question asked
Best coffee beans for aeropress US
From the recorded answer
### Cuvee Colombia - Medium Roast …
Read recorded answer
Recorded answer text · ChatGPT · 4 October 2026
Best overall: a fresh light-to-medium Ethiopian or Colombian whole bean. AeroPress tends to excel with bright, fruity, clean coffees, and current 2026 recommendations consistently favor these profiles. notlatte.org
### Verve Aster - Ethiopian
$22.00
### Seven Weeks Ethiopia - Light Roast
$26.99
### Blue Bottle Bright - Medium Roast
$18.99
### Cuvee Colombia - Medium Roast
$16.49
### Airship Ethiopia - Light Roast
$11.98
- Fruity/floral: Verve Aster or Airship Ethiopia
- Balanced/easy: Blue Bottle Bright
- Chocolate + fruit: Cuvee Colombia
- Best budget option: Airship Ethiopia
Tip: Buy whole beans with a recent roast date and grind immediately before brewing. Light roasts generally benefit from hotter water and a somewhat finer grind. www.coffeegearhub.com
Perplexity
The question asked
Best coffee roaster vs Walmart coffee
From the recorded answer
If you want the best-tasting coffee, choose a specialty roaster like one of the brands listed among top U.S. specialty roasters. If you want decent coffee without spending much, Walmart has several well-regarded options, including picks like Cuvée Coffee Emporium House Blend and other top-rated Walmart coffees in review roundups.
Read recorded answer
Recorded answer text · Perplexity · 13 September 2026
If you mean best specialty coffee roaster vs Walmart coffee, the specialty roaster usually wins on freshness, flavor clarity, and sourcing, while Walmart coffee wins on convenience and price. Walmart can still be a good value, but it is generally a grocery-store option rather than a specialty-coffee one.
A practical comparison:
| Factor | Specialty coffee roaster | Walmart coffee |
|---|---|---|
| Freshness | Usually roasted closer to shipment, so beans are often fresher | Often mass-market and less fresh on average |
| Flavor | More distinctive, complex, and origin-driven | More consistent, but usually simpler flavor profiles |
| Quality control | Typically higher standards for sourcing and roasting | Varies widely by brand; some picks are solid value buys |
| Price | Usually higher | Usually cheaper and more accessible |
| Best for | People who care most about taste and freshness | People who want budget, convenience, or grocery-store availability |
If you want the best-tasting coffee, choose a specialty roaster like one of the brands listed among top U.S. specialty roasters. If you want decent coffee without spending much, Walmart has several well-regarded options, including picks like Cuvée Coffee Emporium House Blend and other top-rated Walmart coffees in review roundups.
If you want, I can also give you a direct recommendation by budget:
- under $10
- best whole bean
- best ground coffee
- best for espresso
- best value overall
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, Cuvee Coffee ranks #39 among 41 tracked brands for Coffee · United States (21 August 2026 – 18 October 2026). Its visibility is 0.1%. It was named in 4 of 4,493 AI answers across 4 of 150 tracked questions, averaging position 3.0 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 0.1% AI visibility for Cuvee Coffee in Coffee · United States, measured over 21 August 2026 – 18 October 2026. It ranks #39 among 41 tracked brands.
How often does AI mention this brand?
Cuvee Coffee was named in 4 of 4,493 collected AI answers, across 4 of 150 tracked questions, for Coffee · United States (21 August 2026 – 18 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 Cuvee Coffee by all 4,493 answers in the published Coffee · 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.
