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 | 13% | 3 of 24 |
| Claude | 4% | 1 of 24 |
| Gemini | 0% | 0 of 24 |
Wave-by-wave share of recommendation answers that named this brand.
| wave | share of voice | answers | change |
|---|---|---|---|
| 2026-07-28 | 6% | 4 of 72 |
Recurring descriptions in the models' own words, grouped by theme.
“It’s the best “tight budget but still Champagne” pick: widely available, dry, crowd-pleasing, and a strong value.”
“| **Nicolas Feuillatte Brut** | ~$34 | The closest option here if you still want **actual Champagne**: creamy, rich, citrusy, with dried-fruit and spice notes.”
“- **Best value true Champagne:** **Nicolas Feuillatte Brut** — crisp, approachable, and typically around **$33/bottle** at a large U.”
“Probably the best straightforward substitute: creamy, citrusy, with orchard fruit and some brioche/nutty richness.”
“- **Best value true Champagne:** **Nicolas Feuillatte Brut** — crisp, approachable, and typically around **$33/bottle** at a large U.”
“Probably the best straightforward substitute: creamy, citrusy, with orchard fruit and some brioche/nutty richness.”
“Creamy, citrusy, lightly toasty, and polished.”
“| **Nicolas Feuillatte Brut** | ~$34 | The closest option here if you still want **actual Champagne**: creamy, rich, citrusy, with dried-fruit and spice notes.”
“- **Best value true Champagne:** **Nicolas Feuillatte Brut** — crisp, approachable, and typically around **$33/bottle** at a large U.”
“** Usually around **$34–40** for a 750 ml bottle; crisp, approachable, and reliably celebratory.”
7 exact quoted mentions in this snapshot, grouped by coded tone. Recent quotes are deduplicated and mixed across models.
“**Nicolas Feuillatte Brut** — **best tight-budget pick.** Usually around **$34–40** for a 750 ml bottle; crisp, approachable, and reliably celebratory.”
“**Nicolas Feuillatte Brut** — crisp, approachable, and typically around **$33/bottle** at a large U.S. retailer. Good choice when you need many bottles.”
“Nicolas Feuillatte Brut – excellent quality for the price”
“buy **Nicolas Feuillatte Brut** if you see it around **$35–$45**. It's the best "tight budget but still Champagne" pick: widely available, dry, crowd-pleasing, and a strong value.”
“The closest option here if you still want **actual Champagne**: creamy, rich, citrusy, with dried-fruit and spice notes.”
Which competitors models suggest when shoppers ask for something cheaper.
0 of 7 mentions appear alongside an identifiable web citation. Citation does not establish causation.
| cited source | mentions |
|---|
Stores and sites models name as places to buy this brand.
| retailer | mentions |
|---|---|
| totalwine | 6 |
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.