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What's the best milk frother?

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
25K
CPC
$0.18
Total est. value / mo
$280
Common ways people ask this (13)
  • What's the best milk frother for home use?
  • What's the best milk frother for lattes?
  • What's the best milk frother for cappuccinos?
  • What's the best milk frother for hot milk?
  • What's the best milk frother for cold foam?
  • What's the best electric milk frother?
  • What's the best handheld milk frother?
  • What's the best automatic milk frother?
  • What's the best milk frother for oat milk?
  • What's the best milk frother for almond milk?
  • What's the best easy-to-clean milk frother?
  • What's the best budget milk frother?
  • What's the best milk frother for large servings?

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
1 amazon.com 5/5 503 $90
2 walmart.com 5/5 302 $54
3 target.com 5/5 201 $36
4 bestbuy.com 5/5 138 $24
5 bedbathandbeyond.com 5/5 101 $18
6 nespresso.com 5/5 75 $13
7 breville.com 5/5 55 $9
8 surlatable.com 4/5 43 $7
9 keurig.com 3/5 33 $5
10 williams-sonoma.com 2/5 25 $4
11 kitchenaid.com 3/5 20 $3
12 cuisinart.com 3/5 15 $2
13 bodum.com 3/5 13 $2
14 wayfair.com 3/5 10 $1
15 illy.com 3/5 8 $1
16 capresso.com 2/5 6 $1
17 philips.com 2/5 5 $0
18 seriouseats.com 2/5 4 $0
19 goodhousekeeping.com 2/5 3 $0
20 wirecutter.com 2/5 3 $0
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 →