Latest four-week 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 assistant brings the brand up in recommendation answers.
| assistant | 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 assistants' 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.
“serve a strong domestic sparkling wine—such as **Chandon Brut**—to guests”
“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.”
“**Best overall Moët-style substitute.** Similar green apple, pear, citrus, almond, and dry finish, with a polished celebratory feel.”
“**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.”
Which competitors assistants 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 assistants 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.