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 | 0% | 0 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 | 1% | 1 of 72 |
Recurring descriptions in the models' own words, grouped by theme.
“* **Louis Bouillot "Perle de Vigne" Crémant de Bourgogne** (~$18 to $22)”
“This Crémant offers excellent crisp green apple, pear, and subtle creaminess that mimics Champagne beautifully for a fraction of the cost.”
“French, traditional-method, and dry; it has more of the toast-and-apple profile than most inexpensive Prosecco.”
“It has the creaminess and structure of Piper-Heidsieck, with lovely notes of baked apple, lemon curd, and toasted nuttiness.”
“French traditional-method sparkling wine with more toast and structure than Prosecco; very good for a Champagne-like experience at roughly half the cost.”
“French traditional-method sparkling wine with more toast and structure than Prosecco; very good for a Champagne-like experience at roughly half the cost.”
“These can give you the most Champagne-like toast-and-apple experience per dollar.”
“It has the creaminess and structure of Piper-Heidsieck, with lovely notes of baked apple, lemon curd, and toasted nuttiness.”
“They are creamy, rich, and incredibly close to real Champagne.”
“Probably my top “quality-for-dollar” substitute: traditional-method, dry, elegant, and more serious than its price suggests.”
11 exact quoted mentions in this snapshot, grouped by coded tone. Recent quotes are deduplicated and mixed across models.
“Louis Bouillot "Perle de Vigne" Grande Réserve (Crémant de Bourgogne, France) (~$20–$25): Because Burgundy is directly south of Champagne, they share similar limestone soils and the exact same grape varieties (Chardonnay and Pinot Noir). Th”
“**Louis Bouillot "Perle de Vigne" Crémant de Bourgogne** (~$18 to $22)... This bottle has the distinct mineral crispness and toasted-bread character of a standard NV Champagne, tasting like a wine that costs double its price.”
“Look for producers such as **Parigot**, **Vitteaut-Alberti**, or **Louis Bouillot**. Same traditional-method approach, often Chardonnay-led, usually with softer bubbles and less depth than Champagne—but great for casual aperitifs.”
“made the same way as Champagne but from other French regions, at a fraction of the price”
“**Louis Bouillot Perle de Vigne Crémant de Bourgogne** — around **$25**. French, traditional-method, and dry; it has more of the toast-and-apple profile than most inexpensive Prosecco.”
Which competitors models suggest when shoppers ask for something cheaper.
2 of 11 mentions appear alongside an identifiable web citation. Citation does not establish causation.
| cited source | mentions |
|---|---|
| totalwine.com | 2 |
| wine-searcher.com | 2 |
| bos.wine | 1 |
| hic.wine | 1 |
| winestyleonline.com | 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.