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What's the best custom 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
14K
CPC
$0.11
Total est. value / mo
$93
Common ways people ask this (12)
  • What's the best custom cake for birthdays?
  • What's the best custom cake for weddings?
  • What's the best custom cake for anniversaries?
  • What's the best custom cake for baby showers?
  • What's the best custom cake for graduations?
  • What's the best custom cake for kids' parties?
  • What's the best custom cake for adults?
  • What's the best custom cake for dietary restrictions?
  • What's the best custom cake for vegan diets?
  • What's the best custom cake for gluten-free diets?
  • What's the best custom cake for small gatherings?
  • What's the best custom cake for large events?

What ChatGPT actually answered

The 5 times we asked ChatGPT this, each answer 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.

Arrows show each site's rank change since Jul 2026.

RankWebsiteEst. visits / mo
1 ▲4 customcakes.com 275
2 ▲2 goldbelly.com 165
3 new weddingwire.com 110
4 new theknot.com 76
5 ▼2 walmart.com 55
6 ▲1 carvel.com 41
7 ▼1 cakes.com 30
8 etsy.com 23
9 new baskinrobbins.com 18
10 ▼9 instacart.com 14
11 new facebook.com 11
12 new instagram.com 8
13 new pinterest.com 7
14 ▼4 ediblearrangements.com 6
15 ▼13 wilton.com 4
16 new yelp.com 3
17 new doordash.com 3
18 new ubereats.com 2
19 ▼5 amazon.com 2
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 →