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What's the best cinnamon roll 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
6.2K
CPC
$0.27
Total est. value / mo
$103
Common ways people ask this (11)
  • What's the best cinnamon roll frosting for classic rolls?
  • What's the best cinnamon roll frosting for cream cheese flavor?
  • What's the best cinnamon roll frosting for a simple glaze?
  • What's the best cinnamon roll frosting for thick and rich frosting?
  • What's the best cinnamon roll frosting for a lighter topping?
  • What's the best cinnamon roll frosting for extra sweetness?
  • What's the best cinnamon roll frosting for less sugar?
  • What's the best cinnamon roll frosting for make-ahead use?
  • What's the best cinnamon roll frosting for vegan cinnamon rolls?
  • What's the best cinnamon roll frosting for dairy-free needs?
  • What's the best cinnamon roll frosting for a bakery-style finish?

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 allrecipes.com 5/5 124 $33
2 sallysbakingaddiction.com 5/5 74 $20
3 kingarthurbaking.com 5/5 50 $13
4 tasteofhome.com 5/5 34 $9
5 foodnetwork.com 4/5 25 $6
6 thekitchn.com 3/5 19 $5
7 bettycrocker.com 4/5 14 $3
8 delish.com 3/5 11 $2
9 thepioneerwoman.com 3/5 8 $2
10 biggerbolderbaking.com 3/5 6 $1
11 southernliving.com 2/5 5 $1
12 simplyrecipes.com 3/5 4 $1
13 preppykitchen.com 3/5 3 $0
14 lifeloveandsugar.com 3/5 2 $0
15 handletheheat.com 3/5 2 $0
16 sugarspunrun.com 3/5 2 $0
17 cookingclassy.com 2/5 1 $0
18 crazyforcrust.com 2/5 1 $0
19 browneyedbaker.com 2/5 1 $0
20 mybakingaddiction.com 4/5 1 $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 →