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 | 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 assistants' own words, grouped by theme.
“| **Segura Viudas Brut Reserva Cava** | **$10–15** | The value pick: Spanish Cava with persistent bubbles and a drier, slightly earthy/nutty profile.”
“| **Segura Viudas Brut Reserva Cava** | **$10–15** | Best “party bottle” value: dry, structured Spanish traditional-method bubbly.”
“The best low-cost move if you like Piper’s toast and freshness.”
“| **Segura Viudas Brut Reserva Cava** | **$10–15** | The value pick: Spanish Cava with persistent bubbles and a drier, slightly earthy/nutty profile.”
“| **Segura Viudas Brut Reserva Cava** | **$10–15** | The value pick: Spanish Cava with persistent bubbles and a drier, slightly earthy/nutty profile.”
“It spends at least 12 months aging in bottle.”
“| **Segura Viudas Brut Reserva Cava** | **$10–15** | The inexpensive option: dry, crisp Spanish traditional-method sparkling wine.”
“** Spanish Cava with apple, toast, nut, floral, and citrus notes; drier and a bit leaner than Moët, but great value.”
“The best "serious on a tight budget" pick: lemon, brioche, minerality, and persistent bubbles.”
“| **Segura Viudas Brut Reserva Cava** (Spain) | **~$10–$12** | Best budget choice: dry, lemony, lightly bready, and reliable for parties or mimosas.”
17 exact quoted mentions in this snapshot, grouped by coded tone.
“While many under-$10 sparkling wines are sickly sweet, Segura Viudas is dry, crisp, and refreshingly complex with fine bubbles. It is widely available at grocery stores.”
“The budget move: dry, structured Spanish Cava with more yeasty character than most inexpensive sparkling wine.”
“**Best budget pick.** It brings lemon, brioche, mineral, and persistent bubbles; it will not have Veuve's depth, but it vastly overdelivers for a casual toast or large group.”
“**Segura Viudas Brut Reserva Cava** — **about $10–$13** The strongest budget pick: dry and refreshing, with lemon, brioche-like toast, mineral notes, and persistent bubbles.”
“**Best value for a drier, more Champagne-like profile.** Persistent bubbles, citrus, bread-dough/brioche notes, and mineral freshness.”
Which competitors assistants suggest when shoppers ask for something cheaper.
0 of 17 mentions appear alongside an identifiable web citation. Citation does not establish causation.
| cited source | mentions |
|---|
Stores and sites assistants name as places to buy this brand.
| retailer | mentions |
|---|---|
| totalwine | 7 |
| seguraviudas | 2 |
| wine | 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.