Free YouTube comment
analyzer

Paste a YouTube link. See what the comments are about.

Free, no signup. A limited number of lookups per visitor each hour.Need this in code? Use the API

How it works

1

Paste a link

A link.

2

Analyze comments

The tool reads it and shows the result.

3

Use the result

Read it here, or make the same request from the API.

Why use this tool

Free, no account

Run it in the browser. No signup and nothing to install.

Not for private accounts

Private accounts and posts are not read.

The result is on the pageRead it here, with nothing to install.
One job per toolThis page does one lookup.
Same result from the APIThe request on this page is the one you send from your code.
Failures cost nothingOn the API, failed requests and cached repeats are free.

Where this helps

Read it here

The page shows the result.

Check the shape

The result is the shape your code gets.

No signup

The free tool needs no account.

Use the API

The same request runs from your app.

Use this in your app

  1. Get a keySign up and get 100 free credits. No card needed.
  2. Send a requestPass the video ID with your key.
  3. Use the JSONThe fields this page shows come back as JSON.
See the reference
1import os2import requests34params = {5    "id": "dQw4w9WgXcQ",6    "sort": "latest",7}8res = requests.get(9    "https://api.socialscrape.dev/v1/youtube/video/comments",10    headers={"x-api-key": os.environ["SOCIALSCRAPE_API_KEY"]},11    params=params,12)13body = res.json()1415if body["ok"]:16    print(body["data"])17else:18    print(body["error"]["code"], body["error"]["message"])
200 OKSample response
{
  "ok": true,
  "credits_charged": 1,
  "credits_remaining": 4999,
  "cached": false,
  "cached_at": null,
  "request_id": "req_d5366d88cd9d3f43e3076f5d",
  "data": {
    "object": "list",
    "items": [
      {
        "object": "comment",
        "platform": "youtube",
        "id": "UgzHlseKEhh-IqOwYux4AaABAg",
        "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ&lc=UgzHlseKEhh-IqOwYux4AaABAg",
        "post_id": "dQw4w9WgXcQ",
        "parent_id": null,
        "author": {
          "id": "1000000001",
          "handle": "sample_user",
          "name": "Sample User",
          "url": null,
          "avatar_url": null,
          "verified": false
        },
        "text": "So I just found that Rick Astley is still alive but Rick Astley if you see this, I saw this video by this channel named twisted translations and she did this song and I thought now Rick Astley has to sing this if he’s still alive which he i...",
        "published_at": "2026-10-30T01:54:00Z",
        "stats": {
          "likes": null,
          "replies": 0,
          "dislikes": null
        },
        "is_pinned": null,
        "is_by_creator": false,
        "extra": {
          "is_artist": false,
          "is_edited": false,
          "likes_approximate": true,
          "likes_text": " ",
          "published_at_approximate": true,
          "published_text": "25 minutes ago"
        }
      },
      {
        "object": "comment",
        "platform": "youtube",
        "id": "UgzLCcwkcTYULOyoWnp4AaABAg",
        "url": "https://www.youtube.com/watch?v=dQw4w9WgXcQ&lc=UgzLCcwkcTYULOyoWnp4AaABAg",
        "post_id": "dQw4w9WgXcQ",
        "parent_id": null,
        "author": {
          "id": "1000000001",
          "handle": "sample_user",
          "name": "Sample User",
          "url": null,
          "avatar_url": null,
          "verified": false
        },
        "text": "Never gonna give you up, Never Gonna let you down",
        "published_at": "2026-10-30T01:53:00Z",
        "stats": {
          "likes": 1,
          "replies": 0,
          "dislikes": null
        },
        "is_pinned": null,
        "is_by_creator": false,
        "extra": {
          "is_artist": false,
          "is_edited": true,
          "likes_text": "1",
          "published_at_approximate": true,
          "published_text": "26 minutes ago (edited)"
        }
      }
    ],
    "cursor": "Eg0SC2RRdzR3OVdnWGNRGAYyuAEKfGdldF9uZXdlc3RfZmlyc3QtLUNnZ0lnQVFWRjdmUk9CSUZDS2dnR0FBU0JRaUhJQmdBRWdVSWlTQVlBQklGQ0owZ0dBRVNCUWlJSUJnQUVnVUluaUFZQUJJRkNNZ2dHQUFpRGdvTUNQejZqdGNHRVBDUXEtOEJVQUJZQVEiESILZFF3NHc5V2dYY1EwAXgBKBQwAUIhZW5nYWdlbWVu...",
    "has_more": true,
    "parent": null
  },
  "cursor": "Eg0SC2RRdzR3OVdnWGNRGAYyuAEKfGdldF9uZXdlc3RfZmlyc3QtLUNnZ0lnQVFWRjdmUk9CSUZDS2dnR0FBU0JRaUhJQmdBRWdVSWlTQVlBQklGQ0owZ0dBRVNCUWlJSUJnQUVnVUluaUFZQUJJRkNNZ2dHQUFpRGdvTUNQejZqdGNHRVBDUXEtOEJVQUJZQVEiESILZFF3NHc5V2dYY1EwAXgBKBQwAUIhZW5nYWdlbWVu...",
  "has_more": true
}

Questions

Does it read every comment?

No. It reads up to three pages, which is a sample of a large thread. The API pages through up to about 1,000 top or 7,000 newest comments.

Is there a sentiment score?

No. A score without a method behind it is a guess, so this tool counts what can be counted: words, questions, likes, creator replies.

Is this tool free?

Yes. No account and no card. Each visitor gets a limited number of lookups an hour, so it stays free for everyone.

How do I get this data in my own app?

Send GET /v1/youtube/video/comments with your key in the x-api-key header. A request costs 1 credit. A repeat of something fetched recently costs 0 credits, and failed requests are free. See the reference.