The Problem
Measuring influencer campaign ROI on TikTok requires tracking video performance over time, attributing engagement to specific campaigns, and calculating cost-per-engagement metrics. TikTok Studio shows individual video metrics but has no way to group videos by campaign, track performance over a campaign's duration, or calculate ROI across multiple creators. Marketing teams end up with spreadsheets full of manually collected metrics that are outdated by the time the report is finished.
The Scavio Solution
Build an automated ROI tracking pipeline using Scavio's TikTok endpoints. Tag campaign videos by URL, fetch their metrics daily, and calculate cost-per-view, cost-per-engagement, and total reach programmatically. Compare campaigns across time periods and creators with consistent automated data collection.
Before
Before: A marketing team managing 5 influencer campaigns with 30 total videos collected metrics manually every week. Each collection cycle took 6 hours. Reports were 7 days stale by delivery. No historical trend data existed to compare campaign performance.
After
After: An automated pipeline tracks all 30 campaign videos daily for $0.15/day ($4.50/mo). ROI dashboards update overnight. Historical performance curves show exactly when engagement peaked and decayed. Campaign comparison reports generate in seconds from stored data.
Who It Is For
Marketing managers and brand teams measuring influencer campaign ROI on TikTok. Agencies reporting campaign performance to clients with data-backed metrics.
Key Benefits
- Track 30+ campaign videos daily for $4.50/mo total
- Real-time ROI calculation: cost-per-view, cost-per-engagement, total reach
- Historical performance curves reveal engagement decay patterns
- Compare campaigns across creators with consistent automated data
- Save 24+ hours/mo of manual metric collection and reporting
Python Example
import requests
from datetime import date
API_KEY = "your_scavio_api_key"
def track_campaign_video(video_url: str, campaign_name: str, influencer_cost: float) -> dict:
r = requests.post(
"https://api.scavio.dev/api/v1/tiktok/video",
headers={"Authorization": f"Bearer {API_KEY}", "Content-Type": "application/json"},
json={"url": video_url},
timeout=15,
)
data = r.json()
views = data.get("play_count", 0)
likes = data.get("digg_count", 0)
comments = data.get("comment_count", 0)
shares = data.get("share_count", 0)
engagement = likes + comments + shares
return {
"campaign": campaign_name,
"date": str(date.today()),
"views": views,
"engagement": engagement,
"cost_per_view": round(influencer_cost / max(views, 1), 4),
"cost_per_engagement": round(influencer_cost / max(engagement, 1), 4),
"roi_score": round(engagement / max(influencer_cost, 1), 2),
}
campaign_videos = [
{"url": "https://www.tiktok.com/@creator1/video/123", "campaign": "Summer Launch", "cost": 500},
{"url": "https://www.tiktok.com/@creator2/video/456", "campaign": "Summer Launch", "cost": 300},
]
for video in campaign_videos:
metrics = track_campaign_video(video["url"], video["campaign"], video["cost"])
print(f"{metrics["campaign"]}: CPV=${metrics["cost_per_view"]}, CPE=${metrics["cost_per_engagement"]}")JavaScript Example
const API_KEY = "your_scavio_api_key";
async function trackCampaignVideo(videoUrl, campaignName, influencerCost) {
const res = await fetch("https://api.scavio.dev/api/v1/tiktok/video", {
method: "POST",
headers: { "Authorization": `Bearer ${API_KEY}`, "content-type": "application/json" },
body: JSON.stringify({ url: videoUrl }),
});
const data = await res.json();
const views = data.play_count || 0;
const engagement = (data.digg_count || 0) + (data.comment_count || 0) + (data.share_count || 0);
return {
campaign: campaignName,
date: new Date().toISOString().split("T")[0],
views,
engagement,
costPerView: (influencerCost / Math.max(views, 1)).toFixed(4),
costPerEngagement: (influencerCost / Math.max(engagement, 1)).toFixed(4),
roiScore: (engagement / Math.max(influencerCost, 1)).toFixed(2),
};
}
const videos = [
{ url: "https://www.tiktok.com/@creator1/video/123", campaign: "Summer Launch", cost: 500 },
{ url: "https://www.tiktok.com/@creator2/video/456", campaign: "Summer Launch", cost: 300 },
];
for (const v of videos) {
const m = await trackCampaignVideo(v.url, v.campaign, v.cost);
console.log(`${m.campaign}: CPV=$${m.costPerView}, CPE=$${m.costPerEngagement}`);
}Platforms Used
TikTok
Trending video, creator, and product discovery