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What are the best Christmas cupcakes?

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
2.8K
CPC
$0.05
Total est. value / mo
$8
Common ways people ask this (12)
  • What are the best Christmas cupcakes for kids?
  • What are the best Christmas cupcakes for a holiday party?
  • What are the best Christmas cupcakes for school events?
  • What are the best Christmas cupcakes for a buffet dessert table?
  • What are the best Christmas cupcakes with chocolate?
  • What are the best Christmas cupcakes with vanilla?
  • What are the best Christmas cupcakes with red and green frosting?
  • What are the best Christmas cupcakes with peppermint flavor?
  • What are the best Christmas cupcakes with gingerbread flavor?
  • What are the best Christmas cupcakes that are easy to decorate?
  • What are the best Christmas cupcakes that are beginner-friendly?
  • What are the best Christmas cupcakes that are budget-friendly?

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 bbcgoodfood.com 5/5 56 $2
2 sallysbakingaddiction.com 5/5 33 $1
3 delish.com 5/5 22 $1
4 preppykitchen.com 5/5 15 $0
5 tasteofhome.com 4/5 11 $0
6 allrecipes.com 5/5 8 $0
7 foodnetwork.com 5/5 6 $0
8 bettycrocker.com 3/5 5 $0
9 kingarthurbaking.com 5/5 4 $0
10 goodhousekeeping.com 4/5 3 $0
11 joyofbaking.com 3/5 2 $0
12 wilton.com 4/5 2 $0
13 thekitchn.com 2/5 1 $0
14 thepioneerwoman.com 2/5 1 $0
15 bakingamoment.com 2/5 1 $0
16 loveandlemons.com 2/5 1 $0
17 handletheheat.com 4/5 1 $0
18 marthastewart.com 2/5 0 $0
19 simplyrecipes.com 2/5 0 $0
20 mybakingaddiction.com 3/5 0 $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 →