Find YouTube Creators by Niche Without an API Key (2026)

Niche creator sourcing is more than a YouTube keyword search. A useful list must answer whether the result is a channel, how large it is, whether it still publishes, which country it publicly identifies, and whether it exposes a legitimate research or contact path. The YouTube Creator Finder performs that qualification before saving a billed row.

Define the niche as buyers describe it

Begin with several specific queries rather than one broad category. coffee roasting, home espresso, and specialty coffee education will surface different channels from coffee.

{
  "searchTerms": [
    "coffee roasting",
    "home espresso",
    "specialty coffee education"
  ],
  "maxCreatorsPerSearch": 20,
  "maxTotalCreators": 60,
  "minSubscribers": 5000,
  "maxSubscribers": 250000,
  "minVideos": 20,
  "uploadedWithinDays": 180,
  "requirePublicContact": true
}

The Actor searches channel-only results, resolves full public channel data, applies filters, and deduplicates by channel ID. discoveryQuery and discoveryRank retain the first query that found the channel.

Export with Python

import os
from apify_client import ApifyClient

client = ApifyClient(os.environ["APIFY_TOKEN"])
run = client.actor("thirdwatch/youtube-creator-finder-scraper").call(
    run_input={
        "searchTerms": ["indie game development"],
        "maxCreatorsPerSearch": 50,
        "minSubscribers": 1000,
        "uploadedWithinDays": 365,
    }
)

creators = list(client.dataset(run["defaultDatasetId"]).iterate_items())
for creator in creators[:5]:
    print(
        creator["title"],
        creator["subscriberCount"],
        creator["latestVideoPublishedText"],
    )

One row can include the channel ID and handle, canonical URL, description, subscribers, video count, total views, public country, join date, website links, social profiles, public emails, RSS URL, newest public video, and discovery evidence.

Review fit before outreach

Search rank is not endorsement. Read descriptions and recent videos, verify that the niche is central rather than incidental, and assess brand fit separately. Subscriber count is a rough audience-size signal, not proof of reach or conversion. Recent-video views can add context, but one upload should not define the channel.

The public country field is optional and creator-supplied. Channels with hidden fields will not pass filters that require those fields. Activity uses YouTube's relative label—such as 2 months ago—normalized to an approximate day count.

Use contact data responsibly

requirePublicContact accepts a public email, website, or social profile as a contact signal. It does not guarantee that an address is intended for every kind of outreach. Website crawling is optional and bounded. Review the source, the stated purpose, applicable anti-spam and privacy law, and the creator's preferences before contacting anyone. Personalization and relevance matter more than list size.