TikTok Shop Reviews

Read a TikTok Shop product’s reviews to see what buyers complain about and praise before you sell or promote it.

v0.1.0

View example draft · How to use

Example draft

Is this tripod safe to promote?

A 67-inch phone tripod on TikTok Shop US with 8,229 reviews.

The answer

Check it before promoting. The average is 4.5 stars, but 1,042 reviews (13%) are three stars or fewer, and one-star reviews outnumber two- and three-star together.

What buyers say

Complaints: the item was not the one pictured, and it is "lowkey not stable". Praise: "adjusts really easily", "opens wide and stays stable while recording", good for travel.

What to do

Order one and film the real unit at full height. Use the buyers’ own words in the video, and do not promise rock-solid stability until it is tested.

From a real run on 2026-11-07.

What you get

  • Star distribution and the share at three stars or fewer
  • Complaints and praise in buyers’ own words
  • A decision with listing fixes and selling points

Good fit

  • Vetting a product before promoting it
  • Auditing your own listing

Not for

  • Sales estimates; use tiktok-shop-product-research
  • Republishing reviews

How to use

An Agent that can read the complete Skill folder. Live research also needs a SandBase connection; supplied material can be used without a lookup.

Download and unpack the complete Skill folder, keep its references, and use it with a local Agent that supports Skills.

Download Skill v0.1.0

Ask your Agent

Use tiktok-shop-reviews on this TikTok Shop product. Show the star split, what low ratings complain about, what buyers praise, and whether it is safe to promote.

  1. Read the distribution

    Count reviews per star and the share of low ratings.

  2. Read the reviews

    Low ratings first for failures, high ratings for the words buyers use.

  3. Decide

    Go, check or avoid, with fixes and selling points.

FAQ

How do I use this Skill?

Download and unpack the whole Skill folder, including references, into your Agent’s supported Skill directory. You can also ask the Agent to read its SKILL.md and follow the instructions. Run it locally with your own material.

Is the average rating enough?

No. A 4.5 average can hide a large share of one-star reviews.