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What is the best soft serve ice cream machine?

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
6.2K
CPC
$0.24
Total est. value / mo
$91
Common ways people ask this (15)
  • What is the best soft serve ice cream machine for home use?
  • What is the best soft serve ice cream machine for restaurants?
  • What is the best soft serve ice cream machine for food trucks?
  • What is the best soft serve ice cream machine for cafes?
  • What is the best soft serve ice cream machine for small businesses?
  • What is the best soft serve ice cream machine for high-volume use?
  • What is the best soft serve ice cream machine for countertop use?
  • What is the best soft serve ice cream machine with one flavor?
  • What is the best soft serve ice cream machine with two flavors?
  • What is the best soft serve ice cream machine with twist service?
  • What is the best soft serve ice cream machine with fast freezing?
  • What is the best soft serve ice cream machine with easy cleaning?
  • What is the best soft serve ice cream machine for frozen yogurt?
  • What is the best budget soft serve ice cream machine?
  • What is the best commercial soft serve ice cream machine?

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 carpigiani.com 5/5 124 $29
2 frostline.com 4/5 74 $17
3 amazon.com 5/5 50 $11
4 walmart.com 5/5 34 $8
5 electrofreeze.com 3/5 25 $5
6 webstaurantstore.com 4/5 19 $4
7 taylor-company.com 3/5 14 $3
8 spacemanusa.com 3/5 11 $2
9 taylorcompany.com 2/5 8 $1
10 nordicware.com 2/5 6 $1
11 stoeltingfoodservice.com 2/5 5 $1
12 katom.com 3/5 4 $0
13 centralrestaurant.com 3/5 3 $0
14 wayfair.com 2/5 2 $0
15 hamiltonbeach.com 2/5 2 $0
16 restaurantdepot.com 2/5 2 $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 →