Latest three-month snapshot through 2026-07-28 · 1 wave. Use the controls above to change the window.
Champagne · 1 wave · n=72 answers, pooled
How often each model brings the brand up in recommendation answers.
| model | share of voice | answers |
|---|---|---|
| ChatGPT | 4% | 1 of 24 |
| Claude | 0% | 0 of 24 |
| Gemini | 4% | 1 of 24 |
Wave-by-wave share of recommendation answers that named this brand.
| wave | share of voice | answers | change |
|---|---|---|---|
| 2026-07-28 | 3% | 2 of 72 |
Recurring descriptions in the models' own words, grouped by theme.
“| **Chandon Brut** | **$18–28** | Probably the easiest Moët-adjacent pick: same parent company, California-made, with green apple, pear, citrus, almond, and a dry finish.”
“It provides a fruit-forward profile (pear, apple, and soft citrus) with very consistent, fine carbonation.”
“** Traditional-method and made from mostly Chardonnay plus Pinot Noir, with apple, pear, citrus, almond, and a soft dry finish.”
“| **Chandon Brut** (California) | **$22–$28** | Crisp, fresh, accessible, and built for entertaining—especially close in spirit to Moët because Chandon is Moët Hennessy’s California sparkling-wine house.”
“** Crisp green apple, pear, citrus, almond; it’s bottle-fermented and aged on lees for at least 12 months, so it has more Champagne-like texture than basic bubbly.”
“Probably the closest easy-to-find substitute: fresh apple, pear, citrus, plus some almond/caramel complexity.”
“- **Best $25–$30 replacement:** Chandon Brut”
“**Best overall substitute.”
“| **Chandon Brut (California)** | ~$22–28 | **Best overall Moët-style substitute.”
“** Crisp green apple, pear, citrus, almond; it’s bottle-fermented and aged on lees for at least 12 months, so it has more Champagne-like texture than basic bubbly.”
13 exact quoted mentions in this snapshot, grouped by coded tone. Recent quotes are deduplicated and mixed across models.
“Crisp, fresh, accessible, and built for entertaining—especially close in spirit to Moët because Chandon is Moët Hennessy's California sparkling-wine house.”
“**Best overall substitute.** Crisp green apple, pear, citrus, almond; it's bottle-fermented and aged on lees for at least 12 months, so it has more Champagne-like texture than basic bubbly.”
“exceptionally smooth and accessible. It provides a fruit-forward profile (pear, apple, and soft citrus) with very consistent, fine carbonation”
“Owned by the luxury brand Moët & Chandon, this Napa-based sparkling wine is clean, crisp, and has a subtle fruitiness that makes it incredibly crowd-pleasing.”
“**Chandon Brut (California)** — **about $16–$22** Probably the closest easy-to-find substitute: fresh apple, pear, citrus, plus some almond/caramel complexity.”
Which competitors models suggest when shoppers ask for something cheaper.
2 of 13 mentions appear alongside an identifiable web citation. Citation does not establish causation.
| cited source | mentions |
|---|---|
| deannaborocz.com | 1 |
| studyfinds.com | 1 |
Stores and sites models name as places to buy this brand.
| retailer | mentions |
|---|---|
| chandon | 5 |
| wine | 1 |
Method: fixed shopper questions asked repeatedly to Claude, OpenAI GPT and Gemini with web search on. Shares are the percentage of recommendation answers mentioning the brand. Quotes are AI outputs; full transcripts are kept as receipts.