TikTok comment keyword analysis

Extracts the most frequent keywords from a TikTok video's comments. Useful for a quick read on what viewers talk about without going through every comment.

What you get

• Most frequent keywords in the comments
• Frequency or weight of each keyword where provided
• Keywords ordered by how often they appear
• Video ID the analysis refers to
• Status of the request

What it can do

• Summarise comment themes for one video by item_id
• Compare audience reaction across videos
• Spot recurring questions, complaints or praise

Limits

• Each call returns one response; this source has no paging
• Returns keywords, not the full comment text; use a video comments source for individual comments
• One video per call
• Only publicly visible data

Input options

Example

Ask your AI for the data in plain words and it picks this source. Developers can also call source procli_tiktok_r directly through the REST API or MCP with an input like this:

{
  "item_id": "<item_id>"
}

How to use it

1. Create an account at prolevelmax.com. New users receive $1 in sign-up credit after verifying their email (one per person). No card required.
2. Connect your AI. In the Dashboard, open Get started → Coding tools and API → Generate setup instructions and paste the instructions into your AI (Claude, ChatGPT, Cursor, Codex and others). You can also add the MCP server https://prolevelmax.com/mcp or call the REST API.
3. Request data. Your AI selects a source, quotes the price and runs it only after you confirm. Results are returned as structured JSON that the AI can format as a table or report.

FAQ

More TikTok sources

All TikTok sources and prices