TikTok Hashtag Momentum & Top Creator Tracker

Reads TikTok Creative Center's trending-hashtag list for any country and returns rank, post and view counts, a day-by-day momentum curve, and top creators behind each trend.

Open in Apify Store$0.99 / 1K on Free

Short answer

TikTok Hashtag Momentum & Top Creator Tracker is an Apify Store Actor for TikTok data that returns 13 published output fields, including caption, rowType, rankIndex, hashtagName. It lists $0.99 per 1,000 results on the Free plan (pay per event), $0.49 on the Business plan. It takes 16 input settings, none required. It covers 1 of the 8 core TikTok fields this site tracks. Last updated Oct 19, 2026.

From the public Store listing and published build schema, synced 2026-11-12.
TikTok Social mediaVideoAutomation

What it returns

13 fields from the published dataset schema. Export as JSON, CSV or Excel, or read the dataset through the Apify API.

  • rowType
  • rankIndex
  • hashtagName
  • publishCnt
  • vv
  • observedCountry
  • observedPeriod
  • scrapedAt
  • caption
  • views
  • engagementRate
  • author.username
  • createdAt

Not in the schema among the core TikTok fields: video_id, author, likes, comments, shares, posted_at, url. The field matrix shows which other tools return them.

How it differs from the other TikTok Actors

Among the 17 catalogue Actors for TikTok with a published schema, only this one returns publishCnt, vv, observedCountry.

Pick another Actor if you need

Fields other TikTok catalogue Actors return that TikTok Hashtag Momentum & Top Creator Tracker does not
ActorFields it addsPrice / 1K
TikTok Keyword & Brand Mention Monitor postId, playCount, likeCount, commentCount $0.99
TikTok Post & Slideshow Detail Scraper postId, postUrl, postType, playCount $0.99
TikTok Keyword Search & Discovery Scraper postId, searchType, playCount, likeCount $0.99
TikTok Verified Mention Tracker targetUsername, mentionType, postUrl, author.followerCount $0.99
TikTok Hashtag Video Feed & Stats Extractor searchedHashtag, videoCount, postId, carriesSearchedHashtag $0.99

Input

Input settings for TikTok Hashtag Momentum & Top Creator Tracker
SettingTypeRequiredDefaultWhat it does
mode string No trendingHashtags Choose 'Trending hashtags' for TikTok's ranked hashtag charts (post/view counts, popularity curve, creators) or 'Trending videos' for TikTok's ranked video charts (views, engagement, author stats).
countries array No ["US"] (mode=trendingHashtags) One or more markets to read the hashtag chart for. Each market adds its own ranked rows.
periods array No ["7"] (mode=trendingHashtags) Lookback windows in days. 7 shows recent spikes, 90 shows longer-term trends. Select one or more.
includeOverallRanking boolean No true (mode=trendingHashtags) Include each market's overall top-3 hashtag chart. Turn off to read only the industry charts selected below.
scanAllIndustries boolean No true (mode=trendingHashtags) Read all 19 industry charts for every market and window. This widens coverage from 3 to up to 60 hashtags per market and window, because each industry chart is read separately.
industries array No [] (mode=trendingHashtags) Specific industry charts to read when 'Scan all industries' is off. Ignored when scanning all industries. 19 public categories are available.
includeCreatorLeaders boolean No false (mode=trendingHashtags) Add creator rows that aggregate the creators TikTok credits across the collected hashtags, sorted by how many trends they appear in.
minHashtagAppearances integer No 2 (mode=trendingHashtags, creator leaderboard only) Only list creators credited on at least this many collected hashtag rows.
videoCountries array No ["US"] (mode=trendingVideos) Markets with a public TikTok trending-video chart. Select one or more.
videoPeriods array No ["7"] (mode=trendingVideos) Windows in days for the trending-video chart: 7 for videos created in the last week, 30 for the last month.
Show the other 6 settings
More input settings for TikTok Hashtag Momentum & Top Creator Tracker
SettingTypeRequiredDefaultWhat it does
videoSortBy string No views (mode=trendingVideos) Metric used for the video ranking.
videoOrganicOnly boolean No false (mode=trendingVideos) Rank only organic (non-promoted) videos. TikTok returns a different ranking for organic-only charts.
videoContentTags array No [] (mode=trendingVideos) Query TikTok's video ranking by content tag and dedupe the videos. Each selected tag is a separate ranking read; 'All tags' also includes the unfiltered chart, returning up to ~24 videos per market, window and sort instead of 4. Leave empty for the current unfiltered ranking.
weeksBack integer No 0 (mode=trendingVideos) Add past weekly rankings by moving the chart end date back 7 days per step (0-4). Useful for comparing this week with earlier weeks.
includeTopComments boolean No false (mode=trendingVideos) Add each video's top comments and comment keywords. Each video's comments are read separately (up to 100 videos per run).
maxItems integer No 1000 Maximum number of data rows to write per run. Creator rows are not counted.

Example input

Built from the input form's published example values and defaults.

{
  "mode": "trendingHashtags",
  "countries": [
    "US"
  ],
  "periods": [
    "7"
  ],
  "includeOverallRanking": true,
  "scanAllIndustries": false,
  "industries": [],
  "includeCreatorLeaders": false,
  "minHashtagAppearances": 2,
  "videoCountries": [
    "US"
  ],
  "videoPeriods": [
    "7"
  ],
  "videoSortBy": "views",
  "videoOrganicOnly": false,
  "videoContentTags": [],
  "weeksBack": 0,
  "includeTopComments": false,
  "maxItems": 10
}

Run it from code or an AI agent

The same run through the Apify API, with the example input. You need an Apify API token; the run is billed to your account at the Store price.

Python

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run_input = {
    "mode": "trendingHashtags",
    "countries": [
        "US"
    ],
    "periods": [
        "7"
    ],
    "includeOverallRanking": True,
    "scanAllIndustries": False,
    "industries": [],
    "includeCreatorLeaders": False,
    "minHashtagAppearances": 2,
    "videoCountries": [
        "US"
    ],
    "videoPeriods": [
        "7"
    ],
    "videoSortBy": "views",
    "videoOrganicOnly": False,
    "videoContentTags": [],
    "weeksBack": 0,
    "includeTopComments": False,
    "maxItems": 10
}

run = client.actor("dataspryva/tiktok-hashtag-momentum-and-top-creator-tracker").call(run_input=run_input)
if run is None:
    raise RuntimeError("The Actor run was not found.")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

pip install apify-client

JavaScript

import { ApifyClient } from "apify-client";

const client = new ApifyClient({ token: "<YOUR_APIFY_TOKEN>" });
const input = {
    "mode": "trendingHashtags",
    "countries": [
        "US"
    ],
    "periods": [
        "7"
    ],
    "includeOverallRanking": true,
    "scanAllIndustries": false,
    "industries": [],
    "includeCreatorLeaders": false,
    "minHashtagAppearances": 2,
    "videoCountries": [
        "US"
    ],
    "videoPeriods": [
        "7"
    ],
    "videoSortBy": "views",
    "videoOrganicOnly": false,
    "videoContentTags": [],
    "weeksBack": 0,
    "includeTopComments": false,
    "maxItems": 10
};

const run = await client.actor("dataspryva/tiktok-hashtag-momentum-and-top-creator-tracker").call(input);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

npm install apify-client

cURL

curl -X POST "https://api.apify.com/v2/actors/dataspryva~tiktok-hashtag-momentum-and-top-creator-tracker/run-sync-get-dataset-items"   -H "Authorization: Bearer $APIFY_TOKEN"   -H "Content-Type: application/json"   -d '{"mode":"trendingHashtags","countries":["US"],"periods":["7"],"includeOverallRanking":true,"scanAllIndustries":false,"industries":[],"includeCreatorLeaders":false,"minHashtagAppearances":2,"videoCountries":["US"],"videoPeriods":["7"],"videoSortBy":"views","videoOrganicOnly":false,"videoContentTags":[],"weeksBack":0,"includeTopComments":false,"maxItems":10}'

Waits for the run and returns the dataset items (runs over 300 seconds return HTTP 408; start an async run instead).

MCP (AI agents)

{
  "mcpServers": {
    "apify": {
      "url": "https://mcp.apify.com?tools=dataspryva/tiktok-hashtag-momentum-and-top-creator-tracker",
      "headers": {
        "Authorization": "Bearer <YOUR_APIFY_TOKEN>"
      }
    }
  }
}

Adds this Actor as a tool in an MCP client that takes a remote server URL (Cursor, VS Code, Claude Code) through Apify's hosted MCP server. OAuth sign-in also works without the header. Clients that only start local servers can wrap the URL with npx mcp-remote.

What a run costs

The result rate falls on higher Apify plans. Each figure is the published per-result rate times the number of results.

Cost of TikTok Hashtag Momentum & Top Creator Tracker results by Apify plan
Apify planPer 1,00010,000 results100,000 results
Free plan$0.99$9.90$99
Starter plan$0.82$8.20$82
Scale plan$0.66$6.60$66
Business plan$0.49$4.90$49
  • Every run also has a start event, charged per GB of memory (minimum one): $0.10 on Free, $0.03 on Business. At its default memory of 4 GB a run starts at $0.40 on Free. Fewer, larger runs keep this small.
  • The Free plan includes $5 of monthly usage (Apify pricing, checked 2026-11-11); at the Free rate that covers at most about 5,050 results, less start events and platform usage.
  • Worked example: 10,000 results in one run on the Free plan cost $10.30 ($9.90 for results + $0.40 start), plus Apify platform usage (compute), billed separately by Apify.
  • Pay per event. Platform usage (compute) is billed by Apify on top of the event prices. Compare other tools in the cost estimator.

Where it fits among TikTok routes

It ranks 13 of 17 catalogue Actors for TikTok on the published formula (fields, price, reliability, freshness). Its line is highlighted on the map.

Route diagram for TikTok dataTikTok Keyword & Brand Mention Monitor: stops at 8 of the 10 fields shown; TikTok Post & Slideshow Detail Scraper: stops at 8 of the 10 fields shown; TikTok Keyword Search & Discovery Scraper: stops at 8 of the 10 fields shown; TikTok Hashtag Momentum & Top Creator Tracker: stops at 1 of the 10 fields shown; Other Store tools (8): stops at 7 of the 10 fields shown; TikTok APIs: limited, field coverage not compared.TikTokvideo idcaptionauthorlikescommentssharesplayCountpostUrlcommentCountlikeCount12313+API

Stops are fields. A ring means the field is in that route's published output schema; no ring means the line passes without it. Bold labels are the core fields for this website, the rest are fields that differ between routes. A white capsule means every data line stops there. The red line is the official API; its field coverage is not compared. A crossed red line means there is no open official API.

Official route: TikTok APIs

Limited access. TikTok offers Display APIs for authorized accounts, a Research API for approved academic researchers, and business products. There is no open general-purpose public content API.

Separate products have their own terms; general access is not sold as a self-serve per-call API.

Official documentation

Other Store tools for TikTok

Reference only, from their public listings.

Other Store tools for TikTok
ToolFieldsPrice / 1K
Tiktok Scraper29$0.30
Tiktok Profile Scraper32$0.30
TikTok Comments Scraper19$1.00
TikTok Scraper42$3.70
TikTok Data Extractor41$3.00

What people use it for

  • Track hashtag trends
  • Identify trend creators
  • Analyze video engagement

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Questions people ask

How much does TikTok Hashtag Momentum & Top Creator Tracker cost?

The published result rate depends on your Apify plan: $0.99 per 1,000 on Free, $0.82 per 1,000 on Starter, $0.66 per 1,000 on Scale, $0.49 per 1,000 on Business. So 10,000 results cost about $9.90 on the Free plan and $4.90 on Business, plus a start fee of $0.10 per run per GB of memory on Free. Platform usage is billed separately.

What data does TikTok Hashtag Momentum & Top Creator Tracker return?

Its published output schema lists 13 fields: rowType, rankIndex, hashtagName, publishCnt, vv, observedCountry, observedPeriod, scrapedAt, caption, views, engagementRate, author.username, and 1 more. A listed field is not guaranteed to be filled in every row.

What input does TikTok Hashtag Momentum & Top Creator Tracker need?

No input is strictly required; the defaults run as is. Common settings: mode, countries, periods, includeOverallRanking, scanAllIndustries, industries.

What are the alternatives to TikTok Hashtag Momentum & Top Creator Tracker for TikTok?

17 catalogue Actors cover TikTok. Close alternatives: TikTok Keyword & Brand Mention Monitor; TikTok Post & Slideshow Detail Scraper; TikTok Keyword Search & Discovery Scraper. The TikTok page compares all of them field by field.

How do I run TikTok Hashtag Momentum & Top Creator Tracker from Python or the API?

Use the Apify API client: in Python, ApifyClient(token).actor("dataspryva/tiktok-hashtag-momentum-and-top-creator-tracker").call(run_input=...), then read the run's default dataset (run.default_dataset_id); in JavaScript the same call is client.actor("dataspryva/tiktok-hashtag-momentum-and-top-creator-tracker").call(input). Without a client, POST the input JSON to https://api.apify.com/v2/actors/dataspryva~tiktok-hashtag-momentum-and-top-creator-tracker/run-sync-get-dataset-items with your API token. Ready-to-paste code with the example input is on this page.

Sources

Actor updated 2026-10-19 Data synced 2026-11-12
Cite this page

Scraper Finder. "TikTok Hashtag Momentum & Top Creator Tracker." https://scraperfinder.com/catalogue/tiktok-hashtag-momentum-and-top-creator-tracker/ (data checked 2026-11-12).

Run TikTok Hashtag Momentum & Top Creator Tracker

$0.99 per 1,000 results. Paste the example input above, set your TikTok query, then export the dataset. Still choosing? Compare every TikTok route.

Open in Apify Store