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What are the best types of shingles?

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
1.9K
CPC
$0.85
Total est. value / mo
$97
Common ways people ask this (10)
  • What are the different best types of shingles for roofs in hot climates?
  • What are the different best types of shingles for roofs in cold climates?
  • What are the different best types of shingles for budget roofing?
  • What are the different best types of shingles for longevity?
  • What are the different best types of shingles for curb appeal?
  • What are the different best types of shingles for storm resistance?
  • What are the different best types of shingles for fire resistance?
  • What are the different best types of shingles for low-maintenance roofs?
  • What are the different best types of shingles for lightweight roofs?
  • What are the different best types of shingles for steep roofs?

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 mayoclinic.org 5/5 37 $31
2 webmd.com 5/5 22 $18
3 healthline.com 5/5 15 $12
4 cdc.gov 5/5 10 $8
5 nhs.uk 5/5 7 $6
6 medlineplus.gov 5/5 6 $4
7 clevelandclinic.org 5/5 4 $3
8 verywellhealth.com 5/5 3 $2
9 aafp.org 4/5 2 $2
10 msdmanuals.com 4/5 2 $1
11 kidshealth.org 4/5 1 $1
12 mountsinai.org 3/5 1 $0
13 nih.gov 3/5 1 $0
14 aad.org 3/5 1 $0
15 medicalnewstoday.com 2/5 1 $0
16 patient.info 3/5 0 $0
17 cancer.gov 2/5 0 $0
18 hopkinsmedicine.org 2/5 0 $0
19 my.clevelandclinic.org 3/5 0 $0
20 drugs.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 →