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What's the best light switch?

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
14K
CPC
$0.16
Total est. value / mo
$136
Common ways people ask this (15)
  • What's the best light switch for home use?
  • What's the best light switch for dimming lights?
  • What's the best light switch for smart home setups?
  • What's the best light switch for bedrooms?
  • What's the best light switch for bathrooms?
  • What's the best light switch for outdoor use?
  • What's the best light switch for staircases?
  • What's the best light switch for three-way wiring?
  • What's the best light switch for old homes?
  • What's the best light switch for new construction?
  • What's the best budget light switch?
  • What's the best touch light switch?
  • What's the best motion-sensor light switch?
  • What's the best light switch with a timer?
  • What's the best child-safe light switch?

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 lowes.com 5/5 275 $44
2 homedepot.com 5/5 165 $26
3 amazon.com 5/5 110 $17
4 walmart.com 3/5 76 $12
5 leviton.com 5/5 55 $8
7 target.com 3/5 30 $4
8 ikea.com 3/5 23 $3
9 build.com 4/5 18 $2
10 grainger.com 3/5 14 $2
11 wayfair.com 4/5 11 $1
12 legrand.us 3/5 8 $1
13 menards.com 3/5 7 $1
14 bestbuy.com 5/5 6 $0
15 familyhandyman.com 2/5 4 $0
16 acehardware.com 4/5 3 $0
17 lutron.com 3/5 3 $0
18 hunker.com 2/5 2 $0
19 cooperwiringdevices.com 2/5 2 $0
20 schneider-electric.com 3/5 1 $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 →