TikTok Creator Discovery by Niche Semanal

import requests, os
from collections import Counter

H = {"Authorization": f"Bearer {os.environ['SCAVIO_API_KEY']}", "Content-Type": "application/json"}
BASE = "https://api.scavio.dev"

def discover_creators(niche_keywords, niche_hashtags, min_followers=10000, max_followers=500000):
    creators = {}

    for kw in niche_keywords:
        resp = requests.post(f"{BASE}/api/v1/tiktok/search/users",
            headers=H, json={"query": kw, "count": 20}).json()
        for u in resp["data"].get("users", []):
            fc = u.get("follower_count", 0)
            if min_followers <= fc <= max_followers:
                creators[u["unique_id"]] = {
                    "username": u["unique_id"],
                    "followers": fc,
                    "source": "search",
                }

    for tag in niche_hashtags:
        resp = requests.post(f"{BASE}/api/v1/tiktok/hashtag/videos",
            headers=H, json={"hashtag": tag, "count": 20}).json()
        for v in resp["data"].get("videos", []):
            author = v.get("author", {})
            uid = author.get("unique_id", "")
            fc = author.get("follower_count", 0)
            if uid and min_followers <= fc <= max_followers and uid not in creators:
                creators[uid] = {
                    "username": uid,
                    "followers": fc,
                    "source": "hashtag",
                }

    return sorted(creators.values(), key=lambda c: c["followers"], reverse=True)

found = discover_creators(["skincare routine"], ["skincaretok"])
print(f"Discovered {len(found)} creators")
for c in found[:10]:
    print(f"  @{c['username']} ({c['followers']:,} followers, via {c['source']})")

const BASE = "https://api.scavio.dev";
const H = { Authorization: `Bearer ${process.env.SCAVIO_API_KEY}`, "Content-Type": "application/json" };

async function discoverCreators(keyword, hashtag) {
  const users = await fetch(`${BASE}/api/v1/tiktok/search/users`, {
    method: "POST", headers: H, body: JSON.stringify({ query: keyword, count: 20 })
  }).then(r => r.json());

  const filtered = (users.data.users || [])
    .filter(u => u.follower_count >= 10000 && u.follower_count <= 500000);
  console.log(`Found ${filtered.length} creators for "${keyword}"`);
  filtered.slice(0, 5).forEach(u =>
    console.log(`  @${u.unique_id} (${u.follower_count.toLocaleString()} followers)`));
}

discoverCreators("skincare routine", "skincaretok");