Vexaloom Labs

Use TikTok Playlist Discovery & Video Order Scraper with Python

Scrape TikTok playlists - discover all playlists for a profile, get playlist metadata, and extract all videos. Supports playlist URLs, IDs, and profile URLs. No cookies required.

1. Choose the data you need

Review the published README for supported collection modes, examples, and limits. The recipe below uses the current published input definition.

2. Prepare a source-based input

This JSON contains published prefills and required-field defaults. Review every value for your task before running it; it is not a promise of successful collection.

{
  "maxItems": 1,
  "maxPlaylistsPerProfile": 1,
  "maxPostsPerPlaylist": 1,
  "mode": "metadata",
  "playlistUrls": [
    "https://www.tiktok.com/@natgeo/playlist/Cinematic-7509464647364283178"
  ]
}

Download input.example.json and save your reviewed copy as input.json.

FieldTypeRequiredDescription
playlistUrlsarrayoptionalPlaylist URLs, e.g. https://www.tiktok.com/@natgeo/playlist/Cinematic-7509464647364283178. Collection URLs pasted here are detected automatically.
playlistIdsarrayoptionalNumeric TikTok playlist IDs (15–20 digits). If an ID belongs to a public collection, the collection route is tried automatically.
collectionUrlsarrayoptionalPublic collection URLs, e.g. https://www.tiktok.com/@user/collection/places-to-go-7154034669288196891.
collectionIdsarrayoptionalNumeric TikTok collection IDs (15–20 digits).
profileUrlsarrayoptionalTikTok profile URLs. Every public playlist on each profile is discovered, up to the per-profile limit.
usernamesarrayoptionalTikTok handles with or without @. Every public playlist on each profile is discovered.
modestringoptionalReturn playlist/collection metadata rows, video rows, or both.
maxPostsPerPlaylistintegeroptionalMaximum videos to return from each playlist or collection. Set high enough to cover the full list.
maxPlaylistsPerProfileintegeroptionalMaximum playlists to process for each profile or username target.
maxItemsintegeroptionalStop after this many dataset rows across all targets, including status rows. Use 0 for no global limit.

3. Start an Actor run

Set APIFY_TOKEN in your environment. Python 3.10 or newer is sufficient; this recipe uses no third-party packages.

Execution may incur charges. Review current pricing on Apify. The request asks for a 120-second timeout and a charge limit; these settings are subject to Apify’s pricing and do not guarantee an all-inclusive spending cap.

import json
import os
import urllib.request

# Save the schema-derived example as input.json; review and edit it first.
with open("input.json", encoding="utf-8") as stream:
    actor_input = json.load(stream)

token = os.environ["APIFY_TOKEN"]
request = urllib.request.Request(
    "https://api.apify.com/v2/acts/qozsOy4Z8clHa7QIw/runs?timeout=120&maxTotalChargeUsd=0.50",
    data=json.dumps(actor_input).encode("utf-8"),
    headers={"Authorization": "Bearer " + token, "Content-Type": "application/json"},
    method="POST",
)
# This starts a potentially billable run. Do not automatically retry this POST.
with urllib.request.urlopen(request, timeout=40) as response:
    run = json.load(response)["data"]
print("Run ID:", run["id"])
print("Status:", run["status"])
# Inspect and download results in Apify Console once the run succeeds.

4. Inspect the actual results

Open the run in Apify Console and wait for a successful completion. Use the published output schema to locate results and the dataset schema to understand declared views. Missing or optional record fields must not be treated as guaranteed values.

Playlist and collection metadata rows, ordered video rows with engagement and media fields, and visible status rows.

Questions before you run

Which inputs are required?

No top-level fields are marked required in the published schema. Conditional requirements can still apply; check the README.

What does this guide verify?

The fields, prefills, and schema links are rendered from the published build. This is a usage recipe, not a paid live extraction test. Source availability and collection results can vary.

What if the run request times out?

Check Apify Console before retrying. The first request may already have created a run. Do not automatically repeat a run-creation POST.

Generated from source build Dawm0G9OaKftgReSB and its README and schemas. Source changes regenerate this guide; no third-party editorial claims are inferred.