Resumen
Finding el right TikTok creators for influencer campanas requiere manual plataforma browsing ese hace no scale. Este flujo de trabajo usa Scavio's TikTok API to search by palabra clave, analizar creator engagement patrones, puntuacion consistency y audiencia alignment, y salida un ranked lista listo for outreach.
Desencadenador
Semanal on Monday, o on-demand per campana brief.
Programación
Semanal
Pasos del flujo de trabajo
Define Campaign Palabras clave
Cargar el campana brief con palabras clave objetivo, minimo follower umbrales, y engagement requisitos.
Search TikTok by Palabra clave
For cada palabra clave, search TikTok via Scavio API to encontrar videos y creators in el nicho.
Agregar Creator Stats
Group resultados by creator. Calcular promedio engagement tasa, posting frecuencia, y total reach.
Puntuacion Creators
Puntuacion cada creator on engagement tasa, consistency, nicho alignment, y follower-to-engagement proporcion.
Exportar Ranked List
Salida el top creators as un CSV o JSON con puntuaciones, contact info, y sample contenido.
Implementacion en Python
import requests, os, json
API_KEY = os.environ["SCAVIO_API_KEY"]
HT = {"Authorization": f"Bearer {API_KEY}", "Content-Type": "application/json"}
def search_tiktok_creators(keyword: str) -> list:
resp = requests.post(
"https://api.scavio.dev/api/v1/tiktok/search",
headers=HT,
json={"keyword": keyword},
timeout=15,
)
return resp.json().get("videos", [])
def score_creators(keywords: list) -> list:
creators = {}
for kw in keywords:
videos = search_tiktok_creators(kw)
for v in videos:
author = v.get("author", {})
uid = author.get("unique_id", "unknown")
if uid not in creators:
creators[uid] = {
"username": uid,
"nickname": author.get("nickname", ""),
"videos": 0,
"total_plays": 0,
"total_likes": 0,
"total_comments": 0,
}
stats = v.get("stats", {})
creators[uid]["videos"] += 1
creators[uid]["total_plays"] += stats.get("play_count", 0)
creators[uid]["total_likes"] += stats.get("digg_count", 0)
creators[uid]["total_comments"] += stats.get("comment_count", 0)
# Score: engagement rate + consistency
for c in creators.values():
if c["total_plays"] > 0:
c["engagement_rate"] = round((c["total_likes"] + c["total_comments"]) / c["total_plays"] * 100, 2)
else:
c["engagement_rate"] = 0
c["score"] = c["engagement_rate"] * 0.5 + c["videos"] * 10 * 0.3 + (c["total_plays"] / 1000) * 0.2
return sorted(creators.values(), key=lambda x: x["score"], reverse=True)
results = score_creators(["skincare routine", "skincare tips", "skincare products 2026"])
for r in results[:10]:
print(f"@{r['username']}: {r['total_plays']:,} plays, {r['engagement_rate']}% engagement, score: {r['score']:.0f}")Implementacion en JavaScript
const HT = {'Authorization': 'Bearer '+process.env.SCAVIO_API_KEY, 'Content-Type': 'application/json'};
async function searchTiktokCreators(keyword) {
const r = await fetch('https://api.scavio.dev/api/v1/tiktok/search', {method:'POST', headers:HT, body:JSON.stringify({keyword})});
return (await r.json()).videos || [];
}
async function scoreCreators(keywords) {
const creators = {};
for (const kw of keywords) {
for (const v of await searchTiktokCreators(kw)) {
const uid = v.author?.unique_id || 'unknown';
if (!creators[uid]) creators[uid] = {username:uid, nickname:v.author?.nickname||'', videos:0, totalPlays:0, totalLikes:0, totalComments:0};
creators[uid].videos++;
creators[uid].totalPlays += v.stats?.play_count||0;
creators[uid].totalLikes += v.stats?.digg_count||0;
creators[uid].totalComments += v.stats?.comment_count||0;
}
}
for (const c of Object.values(creators)) {
c.engagementRate = c.totalPlays > 0 ? Math.round((c.totalLikes+c.totalComments)/c.totalPlays*10000)/100 : 0;
c.score = c.engagementRate*0.5 + c.videos*10*0.3 + (c.totalPlays/1000)*0.2;
}
return Object.values(creators).sort((a,b)=>b.score-a.score);
}
const results = await scoreCreators(['skincare routine', 'skincare tips', 'skincare products 2026']);
for (const r of results.slice(0,10)) console.log('@'+r.username+': '+r.totalPlays+' plays, '+r.engagementRate+'% engagement, score: '+Math.round(r.score));Plataformas utilizadas
TikTok
Descubrimiento de videos, creadores y productos en tendencia