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What's the best champagne?

A commercial recommendation prompt. We size how many people ask ChatGPT this from real search demand, then run it through ChatGPT to see which websites it recommends.

Est. people asking / mo
130K
CPC
$0.16
Total est. value / mo
$1.2K
Common ways people ask this (15)
  • What's the best champagne for celebrations?
  • What's the best champagne for weddings?
  • What's the best champagne for gifting?
  • What's the best champagne for a budget?
  • What's the best champagne for luxury occasions?
  • What's the best champagne for brunch?
  • What's the best champagne for cocktails?
  • What's the best champagne for dry taste preferences?
  • What's the best champagne for sweet taste preferences?
  • What's the best champagne for aperitifs?
  • What's the best champagne for special occasions?
  • What's the best champagne for parties?
  • What's the best champagne for collectors?
  • What's the best champagne for rosé style?
  • What's the best champagne for vintage bottles?

What ChatGPT actually answered

One of the 5 times we asked ChatGPT this, verbatim. The leaderboard below aggregates all 5 runs.

Websites ChatGPT recommends for this prompt

Aggregated across 5 runs (min 2/5 appearances). Estimated visits split the prompt's demand by rank. Sites matching the prompt's own brand are marked branded and excluded from the leaderboard.

RankWebsiteAppearsEst. visits / moEst. value / mo
2 champagne.fr 5/5 1.5K $240
3 moet.com 5/5 1K $160
4 domperignon.com 5/5 688 $110
5 veuve-clicquot.com 5/5 500 $80
6 ruinart.com 5/5 375 $60
7 bollinger.com 5/5 275 $44
8 krug.com 5/5 213 $34
9 taittinger.com 4/5 163 $26
10 ghmumm.com 4/5 125 $20
11 pommery.com 4/5 100 $16
12 perrier-jouet.com 4/5 75 $12
13 polroger.com 5/5 63 $10
14 lanson.com 4/5 50 $8
15 laurent-perrier.com 4/5 38 $6
16 lvmh.com 2/5 31 $5
17 louis-roederer.com 2/5 25 $4
18 jacquesson.com 2/5 19 $3
19 champagne-bollinger.com 3/5 15 $2
20 champagne-collet.com 2/5 13 $2
How is this estimated?

ChatGPT doesn't publish prompts, so we don't show logged conversations. We measure real demand for this topic from Google search volume, scale it to ChatGPT's user base (on average about 1 ChatGPT user for every 8 Google searchers, a ratio that varies by topic), and run the prompt through ChatGPT 5 times to record which websites it recommends and in what order. Estimated visits split that demand across the recommended sites by a click-through-by-rank curve. Every number is a modeled estimate, not measured analytics. Full methodology →