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What's the best book bag?

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
6.2K
CPC
$0.24
Total est. value / mo
$92
Common ways people ask this (14)
  • What's the best book bag for school?
  • What's the best book bag for college?
  • What's the best book bag for middle school?
  • What's the best book bag for high school?
  • What's the best book bag for commuting?
  • What's the best book bag for travel?
  • What's the best book bag for carrying a laptop?
  • What's the best book bag for heavy books?
  • What's the best book bag for students?
  • What's the best book bag for women?
  • What's the best book bag for men?
  • What's the best budget book bag?
  • What's the best lightweight book bag?
  • What's the best waterproof book bag?

What ChatGPT actually answered

The 5 times we asked ChatGPT this, each answer 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.

Arrows show each site's rank change since Aug 2026.

RankWebsiteEst. visits / mo
1 amazon.com 124
2 walmart.com 74
3 target.com 50
4 ▲2 jansport.com 34
5 ▼1 macys.com 25
6 ▲4 ebags.com 19
7 ▼2 kohls.com 14
8 ▲1 northface.com 11
9 ▼2 herschel.com 8
10 ▲4 rei.com 6
11 ▲8 backcountry.com 5
12 dickssportinggoods.com 4
13 new luggagepros.com 3
14 ▲2 llbean.com 2
15 ▲3 fjallraven.com 2
16 new ebay.com 2
17 new etsy.com 1
18 ▼5 nike.com 1
19 ▼4 adidas.com 1
20 new staples.com 1
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 →