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What is the best crabgrass pre-emergent herbicide?

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
5.1K
CPC
$0.24
Total est. value / mo
$75
Common ways people ask this (15)
  • What is the best crabgrass pre-emergent herbicide for lawns?
  • What is the best crabgrass pre-emergent herbicide for warm-season grass?
  • What is the best crabgrass pre-emergent herbicide for cool-season grass?
  • What is the best crabgrass pre-emergent herbicide for spring application?
  • What is the best crabgrass pre-emergent herbicide for fall application?
  • What is the best crabgrass pre-emergent herbicide for large yards?
  • What is the best crabgrass pre-emergent herbicide for small lawns?
  • What is the best crabgrass pre-emergent herbicide for new lawns?
  • What is the best crabgrass pre-emergent herbicide for established lawns?
  • What is the best crabgrass pre-emergent herbicide on a budget?
  • What is the best crabgrass pre-emergent herbicide with long-lasting control?
  • What is the best crabgrass pre-emergent herbicide for seed-safe use?
  • What is the best crabgrass pre-emergent herbicide for use before overseeding?
  • What is the best crabgrass pre-emergent herbicide in granular form?
  • What is the best crabgrass pre-emergent herbicide in liquid form?

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 scotts.com 5/5 101 $24
2 extension.umn.edu 5/5 61 $14
3 extension.psu.edu 5/5 41 $9
4 pennington.com 5/5 28 $6
5 roundup.com 4/5 20 $4
6 extension.iastate.edu 3/5 15 $3
7 spectracide.com 4/5 11 $2
8 doityourself.com 4/5 9 $2
9 missouribotanicalgarden.org 3/5 7 $1
10 lowes.com 3/5 5 $1
11 bobvila.com 5/5 4 $0
12 lawnlove.com 4/5 3 $0
13 thespruce.com 4/5 3 $0
14 ortho.com 2/5 2 $0
15 lawnstarter.com 3/5 2 $0
16 extension.uga.edu 2/5 1 $0
17 gardeningknowhow.com 2/5 1 $0
18 todayshomeowner.com 2/5 1 $0
19 purdue.edu 2/5 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 →