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What's the best mug 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
21K
CPC
$0.05
Total est. value / mo
$64
Common ways people ask this (13)
  • What's the best mug cake for chocolate lovers?
  • What's the best mug cake for vanilla lovers?
  • What's the best mug cake for a quick dessert?
  • What's the best mug cake for one person?
  • What's the best mug cake for the microwave?
  • What's the best mug cake for low-calorie dessert?
  • What's the best mug cake for high-protein dessert?
  • What's the best mug cake for a gluten-free diet?
  • What's the best mug cake for a vegan diet?
  • What's the best mug cake with no eggs?
  • What's the best mug cake with no flour?
  • What's the best mug cake with minimal ingredients?
  • What's the best mug cake for kids?

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 mug cake?
ChatGPT:
  1. foodnetwork.com
  2. allrecipes.com
  3. bbcgoodfood.com
  4. bettycrocker.com
  5. delish.com
  6. tasteofhome.com
  7. sallysbakingaddiction.com
  8. gimmesomeoven.com
  9. kingarthurbaking.com
  10. thekitchn.com
  11. simplyrecipes.com
  12. food.com
  13. countryliving.com
  14. yummly.com
  15. myrecipes.com
  16. epicurious.com
  17. tastemade.com
  18. loveandlemons.com
  19. onceuponachef.com
  20. thepioneerwoman.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 allrecipes.com 413
2 bbcgoodfood.com 248
3 ▲3 delish.com 165
4 ▲1 foodnetwork.com 113
5 ▼2 bettycrocker.com 83
6 ▲1 tasteofhome.com 62
7 ▼3 sallysbakingaddiction.com 45
8 thekitchn.com 35
9 new food.com 27
10 ▼1 kingarthurbaking.com 21
11 simplyrecipes.com 17
12 ▲1 joyofbaking.com 12
13 new epicurious.com 10
14 new yummly.com 8
15 new countryliving.com 6
16 new gimmesomeoven.com 5
17 new marthastewart.com 4
18 new tasty.co 3
19 ▼4 biggerbolderbaking.com 2
20 new handletheheat.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 →