Guide for TikTok Shop sellers

Why TikTok Shop videos get views but no sales: the buyer questions they never answer

Views tell you people watched. Comments tell you what held them back. We hand-sorted 1,740 English comments under product videos in 10 categories: 46% were doubts raised before buying.

This is not sales attribution. Public data doesn't show sales per video, so no one outside TikTok can tell you exactly why one video sold and another didn't. What you can see is what buyers asked, and whether the video answered it.

Illustration: a phone playing a product video beside an empty shopping cart, with question bubbles sorted into three trays and a notebook storyboard.

What the comments showed

On 2026-10-03 we read comments under 99 US product videos (77 of them shoppable) for 20 product keywords in 10 categories, and sorted 1,740 English comments by hand. 54% said something useful about the product; 46% were doubts raised before buying. Every category had them, from 32% of comments for small appliances to 66% for pet products. Three examples:

Baby carrier: a safety warning with 10,608 likes

"Structured carriers shouldn't be used until babies are 3-4 months old"

That comment had 10,608 likes under a shoppable carrier video whose comments filled up with safety warnings. None of the 20 most-played baby carrier videos stated a starting weight; 4 only carried a #newborn tag.

Hook to film: "Newborn or 4 months? The weight line for this carrier, and what to use before it."

For safety questions, quote the product label or official guidance, nothing more.

Magnetic power bank: "will it stick with my case on?"

"everyone has a case on their phone…. No one wants to take off their case everytime"

739 likes. 23 comments raised whether it sticks and charges through a phone case. 0 of the 20 most-played power bank videos answered it.

Hook to film: "Thick case, MagSafe case, no case: does it still stick and charge?"

Oil sprayer: clogged after 20 sprays

"Sprayer quits working after 20 sprays, I've tried 3 different brands"

A buyer review said the same thing in other words: "first spray was a nice fanned out spray, after that, a solid stream". 31 comments were about clogging or leaking, and 0 of the 20 most-played sprayer videos mentioned it.

Hook to film: "Mist or stream? Slow-mo, first spray vs 50th."

Bad reviews answer a different question

We also read 400 buyer reviews of products linked in those videos. Of the 97 rated 1–3 stars, 44 (45%) were about shipping and after-sales: damage, missing parts, used items, refused refunds, gummies that melted in transit. In video comments that kind of complaint was about 1%. Fix those in packaging and the listing, not in the video. Use reviews to confirm a doubt you saw in comments and to get the specific number, like "after that, a solid stream".

The method: four steps

  1. Look in the right places

    • Open the 10 most-viewed videos for your product type, competitors' included. Skip skits, recipes and animations: 16 of our 99 videos were mostly noise, with under a quarter of comments saying anything useful.
    • On the busiest videos, read two pages of comments. Page 2 was as useful as page 1 (50% vs 47%) and raised doubts page 1 didn't.
    • Open the reply threads. In 7 of the 20 threads we opened, the creator had replied, and 6 of those replies answered the question.
    • Then read 1–3 star reviews of the same products.
  2. Sort each comment into one bucket

    • Fit: will it work with my phone, my cat, my height?
    • Trust and quality: is it safe, will it break, is it the same as the ad?
    • Results: does it work, and for how long?
    • Using it: setup, cleaning, how it feels.
    • Price and cheaper options: why not the dollar-store version?
    • After buying: shipping, returns. These go to the listing, not the video.
    • Not useful: jokes, tags, off-topic.

    Count doubts without a question mark too. "Sprayer quits working after 20 sprays" isn't a question, but it is exactly what the next buyer wonders. Note the likes on each.

  3. Check whether the top videos answer it

    For each bucket, write yes or no: does any of the most-played videos answer it, in words or on screen? Shop search suggestions help, since they often hold doubt words such as "honest review", "not working" or "for large cat". But about a quarter of the unanswered doubts we found had no matching search term at all (a clogging nozzle, air in a baby bottle, a drop test, airport security), so the comments are the only place to find them.

  4. Turn the biggest unanswered doubt into a hook

    Pick the doubt with the most comments and likes that no top video answers. Put the buyer's own question in the first line and the proof on screen in the first three seconds.

    What buyers wroteHookFirst shot
    "would they be too short for 5,7" (135 likes)"5'1, 5'7, 5'10 in the same wide-leg pants."Three people side by side, same pants
    "What are the inside dimensions? I have a very long and large cat""My cat is 17 lbs and pees standing up. Inside dimensions + does he fit?"Tape measure inside the litter box, then the cat
    "It's like purple shampoo, it cancels out the yellow" (53,897 likes)"Purple strips don't bleach your teeth. Here's what they actually do."Strip on, then teeth at 8am and 8pm

Get this list for your product

The buyer hesitation map does steps 1 to 3 from public comments, buyer reviews and shop search suggestions: the doubts in buyers' own words, whether the most-played videos answer them, and a hook to film for each gap. One free map per browser per day.

Make a free map

See the baby carrier sample · Browse buyer questions by product

Common questions

Why does my TikTok Shop video get views but no sales?

One common reason is that it never answers the question buyers have before they buy: will it fit, is it safe, will it break, does it work with what I already own. Public data doesn't show sales per video, so treat an unanswered question as something to test in your next video, not as the proven cause.

Where do I find what buyers are worried about?

In the comments under the most-viewed videos for your product type, including competitors'. Read the first two pages on the busiest ones, read the creators' replies, then read 1–3 star reviews to confirm a doubt and get specific numbers.

Should I read product reviews or video comments?

Both, for different jobs. Video comments show doubts before buying. Bad reviews are mostly about what happened after buying: 45% of the 1–3 star reviews we read were about shipping and after-sales. Fix those in packaging and the listing, not in the video.

Is an unanswered question the reason my video didn't sell?

Not provably. This is not sales attribution. It tells you which doubts your video leaves open. Film the answer, post it as a separate version and compare the results in your own TikTok Shop analytics.