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What's the best rubber duck?

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
31K
CPC
$0.20
Total est. value / mo
$381
Common ways people ask this (14)
  • What's the best rubber duck for bath time?
  • What's the best rubber duck for babies?
  • What's the best rubber duck for toddlers?
  • What's the best rubber duck for kids?
  • What's the best rubber duck for collectors?
  • What's the best rubber duck for party favors?
  • What's the best rubber duck for themed gifts?
  • What's the best rubber duck that squeaks?
  • What's the best rubber duck without squeakers?
  • What's the best rubber duck that floats upright?
  • What's the best rubber duck for travel?
  • What's the best rubber duck that is mold-resistant?
  • What's the best rubber duck that is BPA-free?
  • What's the best rubber duck that is easy to clean?

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 rubberduckdebugging.com 5/5 615 $123
2 amazon.com 5/5 369 $73
4 etsy.com 5/5 169 $33
5 target.com 5/5 123 $24
6 walmart.com 5/5 92 $18
7 ebay.com 4/5 68 $13
8 duckstore.com 3/5 52 $10
9 aliexpress.com 4/5 40 $8
10 michaels.com 3/5 31 $6
11 partycity.com 4/5 25 $4
12 rubberducks.com 2/5 18 $3
13 reddit.com 4/5 15 $3
14 theduckstore.com 2/5 12 $2
15 fatbrain.com 2/5 9 $1
16 thinkgeek.com 2/5 8 $1
17 youtube.com 3/5 6 $1
18 instagram.com 2/5 5 $0
19 toysrus.com 2/5 4 $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 →