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 | 8% | 2 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.
“* **Segura Viudas Brut Reserva (~$12–$15):** If you need an absolute budget workhorse for a large crowd or for mimosa bars, this is the gold standard.”
“* **Segura Viudas Brut Reserva – ~$10 to $12:** An absolute steal.”
“It has a beautiful, elegant-looking bottle, very fine bubbles, and a pleasantly dry, crisp, yeast-forward flavor.”
“* **Segura Viudas Brut Reserva (~$12–$15):** This is arguably the best "budget bubble" on the market.”
“| **Segura Viudas Brut Reserva** (Cava) | **~$10–15** | Best budget option if you want some brioche, lemon, mineral, and persistent bubbles rather than a fruity Prosecco style.”
“| **Segura Viudas Brut Reserva** (Cava) | **~$10–15** | Best budget option if you want some brioche, lemon, mineral, and persistent bubbles rather than a fruity Prosecco style.”
“| **Segura Viudas Brut Reserva** (Cava) | **$12–$18** | Best inexpensive option if you enjoy a drier, more savory bubbly.”
“* **Segura Viudas Brut Reserva** – *~$10 to $12*: A classic party favorite.”
“It has remarkable depth for its price, with clean citrus notes and a lingering yeastiness that makes it taste much more expensive than it is.”
“* **Why it’s a great alternative:** If you want a party-friendly budget option that doesn't taste cheap, Segura Viudas is a sommelier-favorite budget buy.”
9 exact quoted mentions in this snapshot, grouped by coded tone. Recent quotes are deduplicated and mixed across models.
“This is arguably the best "budget bubble" on the market. It has remarkable depth for its price, with clean citrus notes and a lingering yeastiness that makes it taste much more expensive than it is.”
“Best inexpensive option if you enjoy a drier, more savory bubbly. It gets extended bottle aging—at least 15 months—which brings extra complexity for the price.”
“For the absolute tightest budgets, Segura Viudas is incredibly reliable. It features fine, persistent bubbles and is aged on the yeast (lees) for up to 15 months, giving it a yeasty complexity you rarely find in wines under $15.”
“The budget choice: dry, citrusy, lightly yeasty, and much more serious than its price suggests.”
“A classic party favorite. It features a great balance of acidity and yeastiness, making it taste triple its price.”
Which competitors models suggest when shoppers ask for something cheaper.
1 of 9 mentions appear alongside an identifiable web citation. Citation does not establish causation.
| cited source | mentions |
|---|---|
| winelibrary.com | 1 |
| freshdirect.com | 1 |
Stores and sites models name as places to buy this brand.
| retailer | mentions |
|---|---|
| totalwine | 2 |
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.