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What's the best box cake mix?

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
1.2K
CPC
$0.06
Total est. value / mo
$4
Common ways people ask this (15)
  • What's the best box cake mix for chocolate cake?
  • What's the best box cake mix for vanilla cake?
  • What's the best box cake mix for yellow cake?
  • What's the best box cake mix for white cake?
  • What's the best box cake mix for birthday cakes?
  • What's the best box cake mix for cupcakes?
  • What's the best box cake mix for bundt cakes?
  • What's the best box cake mix for sheet cakes?
  • What's the best box cake mix for extra moist cake?
  • What's the best box cake mix for rich flavor?
  • What's the best box cake mix for budget baking?
  • What's the best box cake mix for people who want the easiest preparation?
  • What's the best box cake mix for large gatherings?
  • What's the best box cake mix for kids' parties?
  • What's the best box cake mix for adding your own mix-ins?

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 bettycrocker.com 5/5 25 $1
2 allrecipes.com 5/5 15 $0
3 foodnetwork.com 5/5 10 $0
4 duncanhines.com 4/5 7 $0
5 tasteofhome.com 5/5 5 $0
6 southernliving.com 4/5 4 $0
7 thekitchn.com 4/5 3 $0
8 kraftheinz.com 4/5 2 $0
9 sallysbakingaddiction.com 3/5 2 $0
10 pillsbury.com 2/5 1 $0
11 amazon.com 4/5 1 $0
12 walmart.com 4/5 1 $0
13 target.com 4/5 1 $0
14 thepioneerwoman.com 2/5 0 $0
15 kingarthurbaking.com 2/5 0 $0
16 kroger.com 2/5 0 $0
17 delish.com 2/5 0 $0
18 marthastewart.com 3/5 0 $0
19 simplyrecipes.com 2/5 0 $0
20 instacart.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 →