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What's the best wedding cake?

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
$0.31
Total est. value / mo
$483
Common ways people ask this (15)
  • What's the best wedding cake for a small wedding?
  • What's the best wedding cake for a large wedding?
  • What's the best wedding cake for a summer wedding?
  • What's the best wedding cake for a winter wedding?
  • What's the best wedding cake for an outdoor wedding?
  • What's the best wedding cake for a formal wedding?
  • What's the best wedding cake for a rustic wedding?
  • What's the best wedding cake for a modern wedding?
  • What's the best wedding cake for a traditional wedding?
  • What's the best wedding cake for a budget wedding?
  • What's the best wedding cake with fresh flowers?
  • What's the best wedding cake with buttercream frosting?
  • What's the best wedding cake with fondant?
  • What's the best wedding cake flavour?
  • What's the best wedding cake for dietary restrictions?

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 brides.com 5/5 503 $155
2 allrecipes.com 5/5 302 $93
3 theknot.com 4/5 201 $62
4 tasteofhome.com 5/5 138 $42
5 wilton.com 5/5 101 $31
6 kingarthurbaking.com 5/5 75 $23
8 bbcgoodfood.com 5/5 43 $13
9 weddingwire.com 4/5 33 $10
10 foodnetwork.com 4/5 25 $7
11 marthastewart.com 5/5 20 $6
12 sallysbakingaddiction.com 3/5 15 $4
13 pinterest.com 3/5 13 $3
14 cakecentral.com 4/5 10 $3
15 southernliving.com 2/5 8 $2
16 bettycrocker.com 2/5 6 $1
17 delish.com 3/5 5 $1
18 goodhousekeeping.com 2/5 4 $1
19 seriouseats.com 2/5 3 $0
20 sugarandsparrow.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 →