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What's the best shoe shine?

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
2.3K
CPC
$0.05
Total est. value / mo
$7
Common ways people ask this (12)
  • What's the best shoe shine for leather shoes?
  • What's the best shoe shine for boots?
  • What's the best shoe shine for black shoes?
  • What's the best shoe shine for brown shoes?
  • What's the best shoe shine for white shoes?
  • What's the best shoe shine for quick touch-ups?
  • What's the best shoe shine for professional results?
  • What's the best shoe shine for long-lasting shine?
  • What's the best shoe shine for travel?
  • What's the best shoe shine for budget buyers?
  • What's the best shoe shine for home use?
  • What's the best shoe shine for polishing scuffed shoes?

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
2 amazon.com 4/5 27 $1
3 youtube.com 4/5 18 $0
5 ebay.com 4/5 9 $0
6 saphir.com 4/5 7 $0
8 angelusdirect.com 3/5 4 $0
12 walmart.com 3/5 1 $0
13 etsy.com 3/5 1 $0
14 kiwi.com 2/5 1 $0
15 cambridge.org 2/5 1 $0
16 target.com 3/5 1 $0
17 kiwicare.com 3/5 0 $0
18 reddit.com 3/5 0 $0
19 saddlebackleather.com 2/5 0 $0
20 shoe.com brand 2/5 0 $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 →