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 | 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 assistants' 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) | **$12–$18** | Best inexpensive option if you enjoy a drier, more savory bubbly.”
“| **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** – *~$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.
“An absolute steal. It has a beautiful, elegant-looking bottle, very fine bubbles, and a pleasantly dry, crisp, yeast-forward flavor.”
“A classic party favorite. It features a great balance of acidity and yeastiness, making it taste triple its price.”
“Best budget option if you want some brioche, lemon, mineral, and persistent bubbles rather than a fruity Prosecco style.”
“The budget choice: dry, citrusy, lightly yeasty, and much more serious than its price suggests.”
“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.”
Which competitors assistants 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 assistants 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.