TikTok Scraper: creator and video data in a sheet

Track any public account's videos (views, likes, comments, post date) or export a video's comment thread, straight to a Google Sheet. Describe it once, schedule it daily, and the numbers keep themselves current.

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✓ 4,000+ customer community
✓ Inc. 5000 #263
✓ Works even where there's no API

The Output

Every post, tracked like a spreadsheet

Views, likes, and dates per video, one row each. Schedule a daily run and you get a growth chart nobody else in your niche is keeping.

competitor-videos-daily.gsheet

Video	Views	Likes	Posted
“POV: your CRM updates itself”	412k	38.2k	Aug 24
“3 tools I fired this year”	1.1M	94.7k	Aug 21
“How I prep 30 posts in 1 hour”	287k	21.9k	Aug 19
“The $0 lead gen setup”	829k	77.3k	Aug 15

Ready-made template

TikTok Competitor Tracker

Install it, add the handles you care about, hit run. Every video with views, likes, and post date lands in a sheet, and a daily schedule keeps it fresh.

Builds in ~250 credits, well inside your 1,000 free credits

Install this template

How It Works

One sentence. That's the whole build.

STEP 1

Describe it

Type what you want in plain English.

“Track the last 30 videos from @competitor with views, likes, and comments in a sheet, updated daily.”

STEP 2

Review the steps

TaskMagic builds the automation and shows you every step it will take. Edit anything by hand before it runs.

STEP 3

Run it, then re-run it

It runs the same way every single time. Put it on a schedule and the sheet stays current without you.

The Data

What it pulls

Structured columns you can filter, sort, and feed into the rest of your stack.

Field	Example	Useful for
Video caption + URL	“3 tools I fired this year”	Knowing which hooks work in your niche
Views / likes / comments	1.1M / 94.7k / 1,204	Spotting outliers worth studying
Post date	Aug 21	Cadence analysis, trend timing
Creator handle + bio	@systems.sara	Influencer vetting and outreach lists
Follower count	482k	Sizing creators before you pitch them
Comment text + authors	“which tool is #2??”	Objection mining, engaged-user lists

Step by Step

How to scrape TikTok data (without writing code)

Start a free TaskMagic trial. Card at signup, $0 today, 1,000 AI credits included.
Install the TikTok Competitor Tracker template or describe your own pull in plain English.
Add the handles or video URLs. A competitor list, a niche's top creators, or one viral video's comments.
Run it and watch. TaskMagic scrolls the profile like a person would and writes one row per video.
Schedule it daily. The sheet becomes a time series: what they posted, what worked, and when your niche moves.

The Alternatives

The other options in this search result

Python scripts & GitHub repos

Hours of setup, breaks on every site change
You maintain proxies, logins, rate limits
One typo, zero rows

Developer scraper platforms

Pick an “actor,” read API docs
Per-result pricing that grows with success
Built for engineers, priced for teams

TaskMagic

Plain English in, spreadsheet out
Runs the same way every single time
No per-run AI fees, predictable pricing
Same tool automates the follow-up, too

In the Wild

What people are automating with it

Competitor content tracking

Every rival post with its numbers, on a daily schedule, charted from the sheet.

Trend research

Pull a niche hashtag's top videos and see which formats are actually pulling views.

Influencer vetting

Real per-video numbers beat the media kit. Check consistency before you pay.

Creator outreach lists

Export creators from a niche with handles and follower counts, then work the list.

Comment mining

A viral video's comments are free market research. Export and read them in bulk.

Your own analytics archive

A daily pull of your account keeps a history TikTok's own analytics won't show you.

FAQ

Questions people ask

Do I need to know how to code?

No. Plain English in, working automation out, every step visible and editable.

How many credits does this use?

About 250 credits to build, one time. The trial's 1,000 credits cover the build and multiple runs. Hand-tuned browser runs use zero credits.

Does it work without a TikTok API?

Yes. There's no public TikTok data API to sign up for anyway; TaskMagic reads the public pages the way a visitor does.

Which accounts can it track?

Public accounts and public videos. Private accounts don't show data to visitors, so there's nothing to pull.

Is this against TikTok's rules?

TaskMagic collects what the public page shows any visitor. Review the platform's terms for your use case, especially if you republish data.

Can it run on a schedule?

Yes, and that's the point: a daily run turns snapshots into a trend line you can actually study.

Know what's working in your niche, daily

Install the tracker, add three competitors, and check the sheet tomorrow morning.