One of the first decisions on a working creator program is which sample requests to say yes to. Approving everyone feels like progress, but it is usually how sample budgets get torched.
Quick answer
No, you should not approve every sample request. Only about 20 to 30 percent of approved creators ever post, so approving everyone burns product, shipping, and time on creators who never make content. Filter incoming requests by post rate, past creator-attributed GMV, niche fit, and engagement quality, and let the AI Auto-Approval Agent enforce those rules automatically.
Why approving everyone fails
Sample requests come in at volume the moment outreach starts working, and the temptation is to approve everything because every approval feels like progress. The reality is that maybe 20 to 30 percent of approved creators ever post, and the rest cost you product, shipping, and time with no content to show for it. Every sample is essentially a $5 to $50 bet that this creator will drive revenue, so the job is to bet on the creators who give you the best odds.
What to filter on
Post rate. The percentage of samples a creator turned into posted videos across all brands they have worked with. A 90 percent post rate is a near-guaranteed video. A 20 percent post rate is a coin flip you usually lose. This is the single most important signal.
Past creator-attributed GMV. A creator who drove $50K in TikTok Shop sales for other brands will drive at least some for you, assuming the niche fits.
Niche fit. A beauty creator asking for your power tools is a free product giveaway, not a campaign.
Engagement quality. A smaller creator with a highly engaged audience usually outperforms a larger creator with passive followers.
What costs operators the most money
The pattern that burns budget is approving samples for creators with no track record at all: new TikTok accounts, zero affiliate GMV, accounts opened in the last 30 days. Some turn out great, but most do not, and the math rarely pencils out unless you have a specific reason to take the bet. The other thing to skip is mass giveaways framed as outreach, which turns your brand into a known free-product source in creator group chats and drains your sample budget fast.
How to automate the decision
This is exactly what the AI Auto-Approval Agent is built for. You set the criteria once (minimum post rate, minimum GMV, allowed niches, minimum followers, region rules), set a daily and weekly cap on approvals, and the agent handles every incoming request against your filters in real time. The point is not to be cold to creators. It is to spend the sample budget on the creators most likely to drive content and revenue.
Want your sample approvals filtered automatically by post rate and GMV? Book a demo and we will show you the AI Auto-Approval Agent on your own criteria. Quick question first? Our Discord is the fastest way to reach us.