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 | 38% | 9 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 | 14% | 10 of 72 |
Recurring descriptions in the models' own words, grouped by theme.
“- **Taittinger Brut La Française** – elegant, floral, food-friendly”
“- **Taittinger Brut La Française** – More refined, with a delicate, biscuity character.”
“- **Taittinger Brut La Française** – elegant, floral, food-friendly”
“* **Why it works:** Chardonnay-heavy, which gives it a bright, fresh, and slightly peach/vanilla note.”
“- **Taittinger Brut La Française** – More refined, with a delicate, biscuity character.”
“- **Taittinger Brut La Française** – Elegant and crisp, slightly more refined”
“- **Taittinger Brut La Française** – More refined, with a delicate, biscuity character.”
“| **Taittinger Brut La Française** | **$50–65** | Lighter, brighter, and Chardonnay-leaning—good if what you love in Dom is its freshness rather than its richness.”
“* **Why it works:** Chardonnay-heavy, which gives it a bright, fresh, and slightly peach/vanilla note.”
“| **Taittinger Brut La Française** | **$50–65** | Lighter, brighter, and Chardonnay-leaning—good if what you love in Dom is its freshness rather than its richness.”
16 exact quoted mentions in this snapshot, grouped by coded tone. Recent quotes are deduplicated and mixed across models.
“Taittinger Brut La Française – elegant, refined bubbles”
“Delicate, floral, and slightly more refined.”
“Lighter, Chardonnay-leaning, clean, and celebratory. Not as deep as Dom, but reliably polished.”
“Lighter, brighter, and Chardonnay-leaning—good if what you love in Dom is its freshness rather than its richness.”
“Chardonnay-heavy, which gives it a bright, fresh, and slightly peach/vanilla note. It is highly refreshing and perfect if your toast is happening early in the evening before dinner.”
Which competitors models suggest when shoppers ask for something cheaper.
2 of 16 mentions appear alongside an identifiable web citation. Citation does not establish causation.
| cited source | mentions |
|---|---|
| wine.com | 1 |
| equallywed.com | 1 |
Stores and sites models name as places to buy this brand.
| retailer | mentions |
|---|---|
| totalwine | 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.