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What's the best personal loan for home improvement?

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
1.2K
CPC
$6.66
Total est. value / mo
$512
Common ways people ask this (12)
  • What's the best personal loan for home improvement with low interest rates?
  • What's the best personal loan for home improvement with no origination fee?
  • What's the best personal loan for home improvement with fast funding?
  • What's the best personal loan for home improvement for excellent credit?
  • What's the best personal loan for home improvement for fair credit?
  • What's the best personal loan for home improvement for bad credit?
  • What's the best personal loan for home improvement with large loan amounts?
  • What's the best personal loan for home improvement with flexible repayment terms?
  • What's the best personal loan for home improvement for debt consolidation?
  • What's the best personal loan for home improvement from a bank?
  • What's the best personal loan for home improvement from an online lender?
  • What's the best personal loan for home improvement with minimal fees?

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 bankrate.com 4/5 25 $164
2 nerdwallet.com 4/5 15 $98
3 lendingtree.com 4/5 10 $65
4 discover.com 5/5 7 $45
5 sofi.com 5/5 5 $32
6 wellsfargo.com 5/5 4 $24
7 chase.com 5/5 3 $18
8 lightstream.com 5/5 2 $14
9 upstart.com 4/5 2 $10
10 avant.com 4/5 1 $8
11 usbank.com 4/5 1 $6
12 prosper.com 4/5 1 $4
13 rocketloans.com 4/5 1 $4
14 bankofamerica.com 3/5 0 $3
15 citibank.com 2/5 0 $2
16 credible.com 2/5 0 $2
17 bestegg.com 2/5 0 $1
18 capitalone.com 3/5 0 $1
19 americanexpress.com 3/5 0 $0
20 upgrade.com 3/5 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 →