Estimate your monthly TikTok Shop revenue based on your creator program size, video performance, and product details. Adjust any input to see results update instantly — no sign-up required.
Enter your program details
Number of active creators
10
1100
Videos per creator per month
3
110
Conversion rate
2.5%
0.5%8%
Creator commission rate
12%
5%30%
Estimated monthly results
Estimated Monthly GMV
$0
Monthly Orders
0
Monthly Impressions
0
Creator Commission Paid
$0
TikTok Platform Fee (6%)
$0
Net Revenue
$0
Program health score
—
Know your number. Now find out why you're not hitting it.
Scalr's free diagnostic compares your program against real benchmarks from $30M+ in TikTok Shop GMV — and tells you exactly which lever is limiting your growth. Free findings, 2 business days.
Enter how many active creators are posting for your shop, how many videos they produce per month, and what range of views those videos typically receive. "Active" means creators who have posted at least one video in the last 30 days.
2
Add your product & economics
Enter your product price, the conversion rate you're seeing from affiliate traffic (check TikTok Shop Seller Center → Affiliate → Analytics), and the commission rate you offer creators. These inputs directly determine your GMV and profitability.
3
Read the results & health score
The calculator updates instantly. Watch how each lever affects your monthly GMV. The program health score reflects whether your setup — creator count, content volume, conversion, commission — is competitive enough to scale.
If your projected GMV is below your revenue goal, try adjusting the inputs one at a time to see which lever has the biggest impact. Most sellers are surprised to find that adding 10 more active creators often outperforms doubling the commission rate. If you're not sure why your real numbers are below the calculator's projection, a free Scalr diagnostic can identify the gap — common culprits include creator quality mismatch, weak product pages, or a commission rate too low to attract top performers.
TikTok Shop GMV benchmarks by category
The table below shows approximate creator program requirements to reach $30K/month in GMV across common TikTok Shop categories. These are derived from Scalr's analysis of seller programs across price points and niches.
Category
Creators needed for $30K/mo GMV
Avg conversion rate
Typical commission rate
Beauty & Skincare
15 – 25 active creators
3.5 – 5.0%
15 – 25%
Supplements & Health
20 – 35 active creators
2.5 – 4.0%
15 – 20%
Home Goods & Kitchen
25 – 40 active creators
2.0 – 3.5%
10 – 18%
Fashion & Apparel
30 – 50 active creators
1.5 – 3.0%
12 – 20%
Consumer Electronics
40 – 70 active creators
1.0 – 2.0%
8 – 15%
Pet Products
20 – 35 active creators
2.0 – 3.5%
12 – 18%
Note: Estimates assume creators posting 2–4 videos/month, average 3K–15K views per video, and a product price of $25–$60. Higher price points require fewer orders to reach the same GMV.
Frequently asked questions
GMV stands for Gross Merchandise Value — the total value of all orders placed through your TikTok Shop before any deductions for returns, commissions, or platform fees. It's the primary top-line metric TikTok Shop uses to measure seller performance, and the number displayed in your Seller Center dashboard. Note that TikTok may report GMV differently across views (confirmed orders vs. shipped orders), so check which definition applies to the metric you're tracking.
This calculator is a directional estimator based on typical affiliate-driven TikTok Shop performance. Real results vary by niche, product quality, creator-product fit, and seasonal demand. The impression-to-order funnel in reality is nonlinear — a single viral video can generate 10× the expected orders, while a batch of low-fit creators can underperform the model significantly. Use the calculator to pressure-test your expectations and identify which levers matter most, not as a precise revenue forecast.
Conversion rates on TikTok Shop typically range from 1% to 5% for creator-driven affiliate content. Beauty and supplements with strong social proof and a clear demo often hit 3–5%. Generic products or mismatched creators tend to fall below 1.5%. The platform average across all categories is roughly 2–2.5%. Your actual conversion rate from affiliate traffic is visible in Seller Center under Affiliate → Analytics → Traffic Source.
The minimum to attract quality creators is usually 10%. Most successful seller programs offer 12–20%. High-competition categories like beauty supplements often require 15–25% to recruit top performers via the Showcase marketplace. Low commission rates are the single most common reason sellers struggle to recruit creators at scale — creators can see your rate before applying, so they simply skip past below-market listings. Raising your commission is often the fastest single action to grow your creator base.
The four biggest GMV levers are: (1) Grow active creator count — more creators means more video impressions; aim for consistent monthly output, not a one-time spike. (2) Increase posting frequency through product seeding, creator briefs, and proactive follow-up. (3) Improve conversion rate through product page optimization (photos, reviews, bullets) and tighter creator-product matching. (4) Raise average order value through bundling, upsells, or moving to a higher-price SKU. Use this calculator to model the impact of each lever, then work backward from your GMV goal to set targets. A free Scalr audit can identify which of these is your current constraint.