Buyer hesitation map
Public buyer questions, source quotes and filming ideas, with evidence limits shown.
For TikTok Shop sellers · US public data
Buyer questions.
Your next video.
Turn public comments on competing products into sourced buyer questions and filming ideas you can hand to a creator.
Find the question worth filming
Turn buyer doubts into a focused video topic.
Get a hook you can use
Start with a sourced question and a concrete shot list.
Check creator performance before sending samples
Review recent views and category fit before shipping.
Start with your product
Product link → buyer questions → ideas to film
No product link? Browse a category
Two free tools you can open right now
Creator sample check
Rule out creators before you ship them a free sample, with the reason.
Free · no sign-up · built from public data. It shows what buyers ask, not what drives sales.
See the result before you start
From a buyer question to your next move
Two separate archived examples: a buyer question to film, and a creator to review before sampling.
Self-cleaning litter box
01 · The question
How many boxes does a multi-cat household need?
02 · Original evidence
“I have 10 Cats. I would at least need 3-4 of these lmao”
Archived public comment · October 4, 2026 · not independently reverified
Open the archived source video →03 · A hook you can use
“How many cats can one box serve? Here is the space and cleaning schedule to check.”
04 · What to film next
- Show the usable space and the cat-count guidance in the manual, if provided.
- Show a cleaning schedule for the household and state how many cats use the box.
- Compare the manual guidance with the household; do not promise one box is enough.
Counts and comment attribution have not been independently reverified. This illustrates a filming decision, not a measured sales result.
See the full sample map →Creator A · home cleaning
Archived snapshot · October 3, 2026
- Median views (30 days)
- 58.6KPer video, not total reach
- Engagement rate (30 days)
- 6.7%
- Posts per week
- 2.1
- Products in your category
- 100%
Based on the latest 57 posts (pinned excluded); eligible mature samples: 30 days 8, 90 days 39. Views: 30 days, 8 valid posts. Engagement: 30 days, 8 valid posts. All windowed samples are at least 3 days old.
What to do before sending a sample
Agree on a posting date. Check the latest videos, category fit and fees before shipping.
Historical views are not a promise of future exposure or sales. The creator is anonymized for this research sample.
Review the full creator sample →How it works
Step 1See what buyers doubt
We read the comments under competing videos and group the questions people ask before they buy.
Step 2Review the evidence
Read the original comments and check the limits before deciding which question matters for your product.
Step 3Film the answer
Each gap comes with a hook, so the next video answers what buyers were unsure about.
What buyers ask before they buy, by product
Explore product-specific buyer questions, with original comments and the scope of each study.
See all products →All free tools
Common questions
What is the buyer hesitation map?
Pick a category and a product, or paste a competitor's TikTok Shop product link. AngleCue reads public comments under competing videos, buyer reviews and shop search suggestions, groups the doubts buyers raise before they buy, quotes them word for word and checks whether the most-played videos answer each one. For the gaps it suggests a hook to film.
What is the creator sample check?
Before you ship a free sample, check a creator's public profile: recent views, posting rhythm, how much of their content TikTok labels as AI-generated, and other facts. It rules out creators who are clearly a poor fit and says why.
Does AngleCue show which videos sell?
No. Public data does not include sales per video. AngleCue shows what buyers ask and whether popular videos answer it, so you can decide what to film and who to send samples to. Measure your own results.