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What's the best chocolate cream cheese frosting?

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
2.3K
CPC
$0.21
Total est. value / mo
$29
Common ways people ask this (13)
  • What's the best chocolate cream cheese frosting for cakes?
  • What's the best chocolate cream cheese frosting for cupcakes?
  • What's the best chocolate cream cheese frosting for brownies?
  • What's the best chocolate cream cheese frosting for piping?
  • What's the best chocolate cream cheese frosting for spreading?
  • What's the best chocolate cream cheese frosting for layer cakes?
  • What's the best chocolate cream cheese frosting for a tangier flavor?
  • What's the best chocolate cream cheese frosting for a sweeter flavor?
  • What's the best chocolate cream cheese frosting for beginners?
  • What's the best chocolate cream cheese frosting on a budget?
  • What's the best rich chocolate cream cheese frosting?
  • What's the best fluffy chocolate cream cheese frosting?
  • What's the best chocolate cream cheese frosting with less sugar?

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 sallysbakingaddiction.com 5/5 45 $9
2 allrecipes.com 5/5 27 $5
3 foodnetwork.com 5/5 18 $3
4 kingarthurbaking.com 5/5 12 $2
5 tasteofhome.com 4/5 9 $1
6 mybakingaddiction.com 5/5 7 $1
7 preppykitchen.com 5/5 5 $1
8 bettycrocker.com 3/5 4 $0
9 joyofbaking.com 4/5 3 $0
10 bbcgoodfood.com 4/5 2 $0
11 biggerbolderbaking.com 3/5 2 $0
12 thepioneerwoman.com 2/5 1 $0
13 bakingamoment.com 2/5 1 $0
14 landolakes.com 3/5 1 $0
15 simplyrecipes.com 4/5 1 $0
16 thekitchn.com 3/5 1 $0
17 wilton.com 3/5 0 $0
18 sugarspunrun.com 2/5 0 $0
19 handletheheat.com 3/5 0 $0
20 marthastewart.com 2/5 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 →