Across 8 recorded scans from 21 August 2026 to 4 October 2026, McBride Sisters Collection's single-scan score moved from 0.2% to 0.0%, down 0.2 percentage points. Latest recorded scan 0.0% on 4 October 2026; combined-window score 0.4%.
View recorded scan history
Individual recorded scans. Each row is one scan on one date. The published combined-window score is 0.4% over 21 August 2026 – 4 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
0.4%
30 August 2026
0.2%
6 September 2026
0.2%
13 September 2026
0.4%
20 September 2026
0.9%
27 September 2026
0.7%
4 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
0.1%
Perplexity
1.1%
AI Overviews
0.0%
21 August 2026 – 4 October 2026 (scans 1–8)
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Perplexity names McBride Sisters Collection most often.
It appears in 1.1% of collected Perplexity answers and 0.0% of Google AI Overviews answers: a difference of 1.1 percentage points within the published window. This describes where mentions occur; it does not establish why the platforms differ.
Named across 5 of 150 questions.
McBride Sisters Collection appears in at least one collected answer to 3.3% of the tracked questions. That is question coverage; the 0.4% visibility score measures its share of individual answers.
Across 8 published scans, visibility ranged from 0.0% to 0.9%. The latest scan was 0.0% on 4 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 Mother's Day wine gift America
Best boutique American wineries
Best independent American wineries
Best small American wine producers
Best under the radar American wineries
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.
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Best American distilleries (St. George Spirits, Westward Whiskey, Stranahan's)
Best American spirits brands (Westland Distillery, Stranahan's, WhistlePig)
Best American spirits brands right now (Westland Distillery, Uncle Nearest, WhistlePig)
Best craft spirits brands America (St. George Spirits, Stranahan's, Westward Whiskey)
What are the best American spirits brands (WhistlePig, Westland Distillery, St. George Spirits)
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 Mother's Day wine gift America
From the recorded answer
5. Best meaningful gift: a women-focused/charitable wine - for example, Une Femme, McBride Sisters She Can, or OneHope. These let you pair the wine with a cause supporting women, education, health, or communities. Food & Wine …
Read recorded answer
Recorded answer text · ChatGPT · 24 August 2026
If you mean the best wine gift to send a mom in the U.S., I'd rank these:
1. Best overall: Veuve Clicquot Yellow Label Brut Champagne - elegant, celebratory, and easy to gift. It's currently listed with a gift box at Wine.com and is a strong choice if you don't know her exact wine preferences. Wine.com Blackwell's Wines & Spirits
2. Best gift set: Mom's Favorite Wine Trio in Wood Case - three bottles in a presentation-ready wooden case; WSJ Wine currently lists it at $129.99. Great if you want the gift to feel substantial. WSJ Wine
3. Best for a rosé lover: Whispering Angel Rosé - a classic Provence rosé that works especially well for Mother's Day brunch or a spring lunch. Wine Enthusiast Off The MRKT
4. Best around $30: Bottega Oro Prosecco DOC - festive and considerably less expensive than Champagne; Total Wine currently lists it at $29.99. Total Wine & More
5. Best meaningful gift: a women-focused/charitable wine - for example, Une Femme, McBride Sisters She Can, or OneHope. These let you pair the wine with a cause supporting women, education, health, or communities. Food & Wine
6. Best splurge: Dom Pérignon - if you're looking for a genuinely luxurious Mother's Day present rather than an everyday bottle. Blackwell's Wines & Spirits
### My pick
If I were buying without knowing her favorite wine: Champagne + flowers/chocolates + a handwritten note.
For about $50-$80, a gift-boxed bottle of Veuve Clicquot feels much more special than an ordinary $20-$30 bottle. Wine.com
If you tell me your budget ($30, $50, $100, $200+) and whether she prefers red, white, rosé, or bubbly, I can narrow it to the best 3 bottles currently available in America.
Perplexity
The question asked
Best boutique American wineries
From the recorded answer
If you mean small, highly regarded American wineries worth seeking out, a good short list from the results includes Hobo Wine Company, McBride Sisters Wine, The Vineyards at Dodon, Miramonte, Robert Sinskey Vineyards, Bell Wine Cellars, and Brooklyn Winery.
Read recorded answer
Recorded answer text · Perplexity · 27 September 2026
If you mean small, highly regarded American wineries worth seeking out, a good short list from the results includes Hobo Wine Company, McBride Sisters Wine, The Vineyards at Dodon, Miramonte, Robert Sinskey Vineyards, Bell Wine Cellars, and Brooklyn Winery.
A few useful distinctions from the results:
- Hobo Wine Company and McBride Sisters Wine were recommended by wine professionals as underrated U.S. wineries.
- The Vineyards at Dodon is highlighted as a unique winery in Maryland.
- Miramonte is described as a respected, forward-thinking boutique winery in Southern California.
- Robert Sinskey Vineyards is singled out for award-winning wines and a strong visit experience.
- Bell Wine Cellars is identified as Napa's premier boutique winery.
- Brooklyn Winery is an urban boutique winery in New York.
If you want, I can turn this into a more practical shortlist by:
- region,
- price level,
- best for tasting visits, or
- best for collectors / cellar-worthy bottles.
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, McBride Sisters Collection ranks #28 among 43 tracked brands for Wine & Spirits · United States (21 August 2026 – 4 October 2026). Its visibility is 0.4%. It was named in 14 of 3,599 AI answers across 5 of 150 tracked questions, averaging position 1.2 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 0.4% AI visibility for McBride Sisters Collection in Wine & Spirits · United States, measured over 21 August 2026 – 4 October 2026. It ranks #28 among 43 tracked brands.
How often does AI mention this brand?
McBride Sisters Collection was named in 14 of 3,599 collected AI answers, across 5 of 150 tracked questions, for Wine & Spirits · 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 McBride Sisters Collection by all 3,599 answers in the published Wine & Spirits · 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.
