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 | 8% | 2 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 | 4% | 3 of 72 |
Recurring descriptions in the models' own words, grouped by theme.
“- **Lanson Le Black Label Brut** – zesty and approachable, generally cheaper than Veuve.”
“**Solid budget-friendly names to search for (typically $30–45):**”
“For a drier, racier option. More citrus, acidity, and chalky freshness; choose it if what you love in Pol Roger is elegance rather than roundness.”
“* **Lanson Black Label Brut (~$45–$50):** Lanson avoids "malolactic fermentation," which is a fancy way of saying they keep their wine very crisp, mouth-watering, and high in citrus-driven acidity.”
“- **Lanson Rosé Label** (~$45–55) – Crisp and citrusy, a bit leaner than Billecart but similarly elegant.”
“**For a drier, racier option.”
“** More citrus, acidity, and chalky freshness; choose it if what you love in Pol Roger is elegance rather than roundness.”
“| **Lanson Le Black Création** | **only if on sale below Charles** | Not always cheaper, but it is a very good stylistic match when discounted: reserve wine, brioche, dried fruit, ripe orchard fruit, and a fresher citrus-driven finish.”
“This online boutique has a few great discounts on grower and luxury houses:”
“- Other large-house NV Bruts from Mumm or Lanson can also undercut Piper's price while offering a similar Pinot Noir-driven style.”
9 exact quoted mentions in this snapshot, grouped by coded tone. Recent quotes are deduplicated and mixed across models.
“For a drier, racier option. More citrus, acidity, and chalky freshness; choose it if what you love in Pol Roger is elegance rather than roundness.”
“Lanson Le Black Label Brut”
“**Lanson Le Green Label Organic:** On sale for **$64.99**”
“Lanson Rosé Label (~$45–55) – Crisp and citrusy, a bit leaner than Billecart but similarly elegant.”
“Lanson avoids "malolactic fermentation," which is a fancy way of saying they keep their wine very crisp, mouth-watering, and high in citrus-driven acidity. Great if you like a very zesty, fresh sparkler.”
“Not always cheaper, but it is a very good stylistic match when discounted: reserve wine, brioche, dried fruit, ripe orchard fruit, and a fresher citrus-driven finish. Don't buy it at $60+ expecting savings.”
Which competitors models suggest when shoppers ask for something cheaper.
0 of 9 mentions appear alongside an identifiable web citation. Citation does not establish causation.
| cited source | mentions |
|---|
Stores and sites models name as places to buy this brand.
| retailer | mentions |
|---|---|
| Lanson (direct) | 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.