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What's the best luxury sedan?

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
3.4K
CPC
$1.82
Total est. value / mo
$383
Common ways people ask this (15)
  • What's the best luxury sedan for comfort?
  • What's the best luxury sedan for performance?
  • What's the best luxury sedan for fuel economy?
  • What's the best luxury sedan for rear-seat space?
  • What's the best luxury sedan for a driver-focused experience?
  • What's the best luxury sedan for a family?
  • What's the best luxury sedan for long-distance highway driving?
  • What's the best luxury sedan for city driving?
  • What's the best luxury sedan for a budget under a certain price?
  • What's the best luxury sedan for a first-time luxury buyer?
  • What's the best luxury sedan for reliability?
  • What's the best luxury sedan for advanced tech features?
  • What's the best luxury sedan for a quiet cabin?
  • What's the best luxury sedan for sporty handling?
  • What's the best luxury sedan for a hybrid powertrain?

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 mercedes-benz.com 4/5 68 $123
2 lexus.com 5/5 41 $73
3 cadillac.com 5/5 27 $49
4 genesis.com 5/5 19 $33
5 bmw.com 3/5 14 $24
6 audi.com 3/5 10 $18
7 lincoln.com 5/5 7 $13
8 porsche.com 5/5 6 $10
9 volvocars.com 5/5 4 $8
10 jaguar.com 3/5 3 $6
11 rolls-roycemotorcars.com 4/5 3 $4
12 maserati.com 4/5 2 $3
13 acura.com 5/5 2 $3
14 bentleymotors.com 4/5 1 $2
15 bmwusa.com 2/5 1 $1
16 audiusa.com 2/5 1 $1
17 infiniti.com 3/5 1 $1
18 tesla.com 3/5 1 $0
19 caranddriver.com 2/5 0 $0
20 infinitiusa.com 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 →