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What's the best car buffing 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
2.8K
CPC
$0.05
Total est. value / mo
$8
Common ways people ask this (13)
  • What's the best car buffing machine for beginners?
  • What's the best car buffing machine for professionals?
  • What's the best car buffing machine for removing scratches?
  • What's the best car buffing machine for polishing?
  • What's the best car buffing machine for waxing?
  • What's the best car buffing machine for dual-action use?
  • What's the best car buffing machine for rotary use?
  • What's the best car buffing machine for paint correction?
  • What's the best car buffing machine for a budget?
  • What's the best car buffing machine for large vehicles?
  • What's the best car buffing machine for small cars?
  • What's the best car buffing machine for cordless use?
  • What's the best car buffing machine for heavy-duty detailing?

What ChatGPT actually answered

The 5 times we asked ChatGPT this, each answer 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.

Arrows show each site's rank change since Aug 2026.

RankWebsiteEst. visits / mo
1 ▲2 3m.com 56
2 ▲3 autogeek.net 33
3 ▼1 harborfreight.com 22
4 ▲9 dewalt.com 15
5 ▼4 amazon.com 11
6 ▲9 makitatools.com 8
7 ▼3 chemicalguys.com 6
8 autozone.com 5
9 mothers.com 4
10 ▼3 meguiars.com 3
11 ▲9 advanceautoparts.com 2
12 new milwaukeetool.com 2
13 ▼3 oreillyauto.com 1
14 new rupes.com 1
15 ▼3 griotsgarage.com 1
16 ▼10 walmart.com 1
17 new flex-tools.com 1
18 new ryobitools.com 0
19 ▼8 homedepot.com 0
20 ▼6 lowes.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 →