I checked 52 TikToks. The comments predicted sales better than views
I used to think views were the main signal on TikTok.
Now I think comments are usually more useful.
I looked through 52 TikToks across a few different product/account types, and the pattern was pretty obvious: the videos with the most views were not always the ones that looked closest to making money.
Some high-view videos had comment sections like:
“LOL”
“real”
“this is so me”
“the ending 😭”
“who else watched this twice”
Good engagement, but not much buying intent.
Then some lower-view videos had comments like:
“Does this work for oily skin?”
“Is there a Canada version?”
“How much is it?”
“Can I use this with Shopify?”
“Does it integrate with X?”
“Where do I find the link?”
Those comments are way more boring.
But they are also way more valuable.
I think a lot of TikTok marketers are still judging videos like creators instead of marketers.
Creators ask: did it get attention?
Marketers should also ask: what kind of attention did it get?
A video getting 200k views and zero intent-based comments might be less useful than a video getting 9k views and 14 people asking specific buying questions.
That is where TikTok gets weird.
The algorithm can reward entertainment.
The business needs intent.
Those are related, but they are not the same thing.
This is also why “make it more viral” can be bad advice. Sometimes the more viral version of the video attracts a broader audience that laughs, comments, and leaves. The less viral version might attract fewer people but better questions.
The uncomfortable part:
A lot of TikTok reports should probably include comment quality, not just views, likes, saves, and watch time.
Views tell you the video traveled.
Comments tell you what kind of person it reached.
TL;DR: After checking 52 TikToks, I think comment quality is one of the most underrated marketing signals. High views can hide low intent, and boring comments are often where the actual buying signal shows up.
Are people here tracking comment quality, or mostly still judging TikToks by views and watch time?