TikTok trends API: what exists and what doesn't (2026)

There is no official TikTok trends API: Creative Center and Creator Search Insights show trends but have no documented endpoint or export. TokConnect fills the gap. One key returns TikTok's own search counts, trending topics, content gaps and daily search series, from your code (REST API, any paid plan) or inside ChatGPT, Claude and Cursor over MCP. Through TokConnect, "NailsInspo" had 543,663 TikTok searches in the 7 days to 5 October 2026. For one endpoint, see the Creator Search Insights API guide; for every official route, see the TikTok API map.

A first call over REST, with a key from app.tokconnect.com/api-key:

curl "https://api.tokconnect.com/v1/searches?keyword=sourdough%20starter&limit=10" -H "X-API-Key: $TOKCONNECT_API_KEY"

The route is documented in the API docs. Free keys work over MCP; the REST API is on every paid plan.

Which API you want depends on which trend you mean, because the phrase covers three datasets that behave nothing like each other.

Share or embed this infographic

Free to use on your site, in a deck or a newsletter with a credit link to TokConnect. Copy the code below.

<a href="https://tokconnect.com/guides/tiktok-trends-api/"><img src="https://tokconnect.com/graphics/tiktok-trends-api/summary.png" alt="No official TikTok trends API. What the data looks like anyway: 4 of 132 Trending-tab records were typed searches; 60 of 80 content-gap records were typed searches; 543.7K 7-day searches for &quot;NailsInspo&quot;; 233.4K searches for &quot;Cybersecurity Auditor&quot; on 5 October" width="1200" height="630" style="max-width:100%;height:auto"></a><br>Source: <a href="https://tokconnect.com/guides/tiktok-trends-api/">TikTok Trends API: What Exists and What Doesn't (2026)</a> on TokConnect

Copy embed codeDownload PNG

What do people mean by a TikTok trends API?

The third one is the useful one if you are planning content or products. A hashtag tells you what already exists. A rising search tells you what people want and cannot find. That difference shows up as a hard number, which we will get to.

What is on offer?

Search "tiktok trends api" or "tiktok data api" and you get TokConnect plus four other kinds of answer.

• TokConnect. TikTok's own search counts, trending topics, content gaps and daily search series from Creator Search Insights, plus hashtag and sound totals, from one API key, in your code or inside ChatGPT and Claude. Free to start, paid plans from $34.99 a month, billed yearly. Best for: planning content or products around what people search for.
• Creative Center scrapers. Apify hosts actors that read the trending pages and return hashtags and sounds as JSON. Pricing is per result or per month.
• Trending-feed actors. Apify's TikTok Trend API pulls the For You page per country with a region and limit input. It switched from $39 a month to pay per result on 21 September 2026: $0.50 per 1,000 results on Apify's free plan, plus platform usage (checked 5 October 2026 on Apify's public API). It gives you videos, not trend rankings.
• General data APIs. EnsembleData and ScrapeCreators both sell music trends, hashtag search and keyword search as REST endpoints, paid per request.
• Hashtag time series. A few vendors track thousands of hashtags continuously and sell the history, which is the only way to answer "was this bigger last month" without having collected it yourself.

Of these, only TokConnect returns TikTok's own search-demand numbers, which live inside Creator Search Insights.

Get a free API key Chatting instead of coding? Connect TokConnect to ChatGPT or Claude.

A TikTok trends API through TokConnect

TokConnect exposes both layers through one connection: https://mcp.tokconnect.com/mcp, with Authorization: Bearer YOUR_TOKCONNECT_KEY. Get a key at app.tokconnect.com/api-key. Every plan, Free included, gets every research tool; a lookup costs one credit and failed lookups are free. Free is 50 credits once, Starter 500 a month, Growth 2,000, Pro 8,000, and the REST API is on every paid plan. See pricing and the API docs. Five calls matter here.

demand_find_topics, method trending (v2: trending_topics)

The Trending tab of Creator Search Insights, by category (all, Fashion, Food, Sports, Tourism, Gaming, Science). One thing to know before you build on it: almost everything it returns is a topic group TikTok generates, not a search people type. On 5 October 2026, 128 of the 132 records across the seven categories were groups, with figures from about 4.6 million to 55 million that pool many related searches. Only 4 were typed searches.

searchVolume is the number TikTok labels "Search popularity": searches over the last seven days, global unless you pick a country. popularity is TikTok's own 0 to 100 index. videoCount is how many videos TikTok has matched to the topic, and a zero there is the signal behind the content-gap badge. More on all three in the search volume guide.

demand_find_topics, method feed, channel content_gap (v2: browse_topics)

The same call shape, pointed at the channel TikTok uses for demand it thinks is under-served. This one is mostly typed searches: 60 of 80 on 5 October 2026. The biggest under 1,000,000, plus the two with no videos at all:

Content-gap channel via TokConnect. Open the 80-topic snapshot. The current list is refreshed weekly at /trends/content-gaps/. One typed record above 1,000,000 ("venice louisiana") is left out of the table.

TikTok's "content gap" label does not mean zero videos: only 8 of the 80 records had none. Sort by searches per video if you want the emptiest corners.

demand_topic, method popularity (v2: search_popularity)

Every topic carries a queryId, and demand_topic with method: "popularity" turns it into a dated series. Pass the queryId as id, days (7, 30, 60 or 180) and a list of country codes. For Cybersecurity Auditor over 30 days, global and US:

search_popularity, 30-day window, global and US. Open the snapshot.

This is a search that comes in bursts, almost entirely from the US, with whole days at zero in between. A ranked list on 5 October would show it as a riser; the series shows it has spiked like this before. That is why a dated series beats a ranked list for anything you have to plan around.

hashtag_search and sound_search (v2: search_hashtags, search_sounds)

For the Creative Center half of the job, hashtag_search returns lifetime view and video totals for a tag (on 5 October 2026, #Tech stood at 189,776,785,567 views across 5,648,503 videos and #ai at 697,475,120,273 across 39,575,834), and sound_search returns sounds with their video counts. Those are cumulative numbers, not this week's, so use them to size a tag rather than to spot a move.

Hashtag totals from the 5 October 2026 snapshot. Weekly list at /trends/hashtags/.

Printing TikTok trends in Python

With pip install mcp:

import asyncio, json, os
from mcp import ClientSession
from mcp.client.streamable_http import streamablehttp_client

URL, AUTH = "https://mcp.tokconnect.com/mcp", {
    "Authorization": f"Bearer {os.environ['TOKCONNECT_KEY']}"}

async def trending(category="all", limit=20):
    async with streamablehttp_client(URL, headers=AUTH) as (r, w, _):
        async with ClientSession(r, w) as s:
            await s.initialize()
            res = await s.call_tool("demand_find_topics",
                                    {"method": "trending", "category": category, "limit": limit})
            return json.loads(res.content[0].text)["topics"]

for t in asyncio.run(trending("Science")):
    gap = "  <- content gap" if t["videoCount"] == 0 else ""
    print(f'{t["searchVolume"]:>12,}  pop {t["popularity"]:>3}  '
          f'{t["queryText"]}{gap}')

import httpx2
from mcp.client.streamable_http import streamable_http_client

async with streamable_http_client(URL, http_client=httpx2.AsyncClient(headers={"Authorization": f"Bearer {KEY}"})) as (read, write):
    async with ClientSession(read, write) as session:
        ...

Swap in demand_find_topics with {"method": "feed", "channel": "content_gap"} and the same loop prints under-served demand instead. Filter out records of 5 million or more before you rank anything, or the topic groups will crowd the top. Client setup for Claude, Cursor and the rest is in the TikTok MCP guide. To start without a key, the free trend tracker publishes the day's rising searches as a daily JSON file.

Pull TikTok's content-gap and trending topics for Food and Science, keep only typed searches (drop TikTok's topic groups), then get the 30-day search popularity series for the three fastest risers. Tell me which ones are still climbing on the last day and which have already rolled over, and flag any with zero videos.

Which signal should you use?

Start from the decision you are making. TokConnect covers all three trend signals through one key:

• Which sound or hashtag to use this week: sound_search, hashtag_search and creative_center top videos.
• What a feed is pushing: video_feed for For You, Explore and Discover.
• What people ask for before the videos exist: demand_find_topics and demand_topic, TikTok's own search data. The zero in the videoCount column is the whole reason to bother.

These are TikTok's own figures, shown to creators, and they move, so pull the series on the day you decide, not from a list you saved a month ago.

How we got these numbers

All TikTok figures on this page were pulled through TokConnect's MCP server: trending_topics for 7 categories (up to 20 records each, 132 in all, saved at the time in /data/trending.json, which now holds the latest weekly pull), browse_topics with the content-gap channel (80 records, snapshot), search_popularity with a 30-day window, global and US, for "Cybersecurity Auditor", and search_hashtags for 40 niches (snapshot). Search counts are TikTok's global 7-day "search popularity" from Creator Search Insights unless a country is named; daily figures are TikTok's own series. Hashtag views are lifetime totals.

We separate typed searches from TikTok's topic groups with the rule in the callout above, and every count on this page uses typed searches only. Vendor prices come from each vendor's own page or public API on 5 October 2026. Earlier pulls from 19 September 2026 are in the first snapshot; the series is in the 5 October snapshot.