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What's the best 50th birthday 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
2.8K
CPC
$0.20
Total est. value / mo
$34
Common ways people ask this (15)
  • What's the best 50th birthday cake for men?
  • What's the best 50th birthday cake for women?
  • What's the best 50th birthday cake for a spouse?
  • What's the best 50th birthday cake for a parent?
  • What's the best 50th birthday cake for a friend?
  • What's the best 50th birthday cake for a surprise party?
  • What's the best 50th birthday cake for a milestone party?
  • What's the best 50th birthday cake for chocolate lovers?
  • What's the best 50th birthday cake for vanilla lovers?
  • What's the best 50th birthday cake with elegant decorations?
  • What's the best 50th birthday cake with funny decorations?
  • What's the best 50th birthday cake for a small gathering?
  • What's the best 50th birthday cake for a large party?
  • What's the best 50th birthday cake that is budget-friendly?
  • What's the best 50th birthday cake that is customized?

What ChatGPT actually answered

The 5 times we asked ChatGPT this, each answer verbatim. The leaderboard below aggregates all 5 runs.

You: What's the best 50th birthday cake?
ChatGPT:
  1. wilton.com
  2. bettycrocker.com
  3. allrecipes.com
  4. pinterest.com
  5. instagram.com
  6. etsy.com
  7. walmart.com
  8. amazon.com
  9. sugarhero.com
  10. tasteofhome.com
  11. goodhousekeeping.com
  12. bbcgoodfood.com
  13. foodnetwork.com
  14. thekitchn.com
  15. countryliving.com
  16. thespruceeats.com
  17. hallmark.com
  18. marthastewart.com
  19. cakecentral.com
  20. bakemyday.com

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 Aug 2026.

RankWebsiteEst. visits / mo
1 ▲2 allrecipes.com 56
2 ▲2 bettycrocker.com 33
3 ▼2 wilton.com 22
4 ▼2 tasteofhome.com 15
5 ▲8 walmart.com 11
6 bbcgoodfood.com 8
7 new pinterest.com 6
8 new amazon.com 5
9 ▼2 williams-sonoma.com 4
10 ▲2 foodnetwork.com 3
11 new etsy.com 2
12 ▼1 goodhousekeeping.com 2
13 ▼5 preppykitchen.com 1
14 ▲1 thekitchn.com 1
15 new sugarhero.com 1
16 ▲1 marthastewart.com 1
17 ▼3 kingarthurbaking.com 1
18 ▼13 sallysbakingaddiction.com 0
19 new cakecentral.com 0
20 ▼11 delish.com 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 →