Platform / Smart Matching

SMART MATCHING

The right script. The right creator. Automatically.

Smart Matching assigns every creator a specific script the moment they join your campaign: sticky, trackable, and optimized. When a format starts winning, the system automatically routes new creators to it. No manual assignment. No spreadsheet rosters.

Automatic assignment · Gender targeting · Auto-scale to winning format

You're assigning creators manually. It doesn't scale.

You manage creator assignments in a spreadsheet

Creator A gets Script 1. Creator B gets Script 2. Creator C, wait, which script did they get? Someone already has that one. You're managing a roster in Google Sheets and it falls apart at 15 creators.

You can't tell which format is winning

You gave 10 creators one format and 10 creators another. But 3 creators switched formats mid-campaign and 2 never submitted. Now your "A/B test" data is useless because the assignments weren't clean.

Scaling the winner is a manual process

Format A is clearly outperforming Format B. But to scale it, you need to manually reassign every remaining creator, update the brief, message everyone individually, and hope nobody already started filming the wrong thing.

Join. Assign. Track. Scale. All automatic.

Creator Joins Campaign

When a creator joins your Post Party campaign, Smart Matching instantly assigns them one Playbook and one specific script from that Playbook. The assignment happens in real time. The creator sees their script immediately in the app.

Assignment Is Sticky

That assignment doesn't change. For the entire duration of the campaign, this creator has this script. They can't swap. They can't drift. Every video they submit is tied to that specific format, which means your performance data is clean.

Gender-Aware Targeting

If you have scripts tagged for specific audiences, Smart Matching handles it. Male creators get scripts tagged for men. Female creators get scripts tagged for women. Untagged scripts are available to everyone. No manual sorting.

Auto-Scale the Winner

After 48 hours, the system evaluates which Playbook format is generating the most views. When one format takes a 20% lead, Smart Matching automatically routes all new creators to the winning format. Your data stays clean and your winning format scales without you lifting a finger.

01

Creator Joins

Instant script assignment from linked Playbooks

02

Sticky Assignment

One script per creator, immutable for the campaign

03

Performance Tracked

Every submission attributed to its script and format

04

Winner Scales

Auto-scale routes new creators to the top format

When assignments are sticky, your analytics actually mean something.

The reason most format tests fail isn't the content, it's the data. Creators switch scripts mid-campaign. Assignments aren't tracked. You can't tell if Format A outperformed Format B because of the format, or because your best creator happened to use Format A.

Smart Matching fixes this by making every assignment immutable. When you look at your script analytics and see that Format A generated 3x more views than Format B, you can trust it. The data is clean because the assignments were clean from the start.

This is what turns content production from guesswork into a system. Every campaign produces not just content, but data you can act on.

Stop managing rosters. Let the system match.

Smart Matching assigns scripts, tracks attribution, targets by gender, and auto-scales winning formats, all without you touching a spreadsheet. Your first campaign is free.

No credit card required · Automatic assignment · Auto-scale built in

Frequently asked questions

When a creator joins a Post Party campaign with linked Playbooks, the system randomly assigns them one script from the available pool. The assignment is instant and sticky: it doesn't change for the duration of the campaign. This ensures clean attribution for analytics.

After 48 hours, the system evaluates which Playbook format is generating the most views across your campaign. When one format leads by 20% or more, all new creators who join are automatically routed to that format. Creators already assigned keep their scripts. You can also trigger this manually from the analytics page.

Yes. If you tag scripts with a target gender during approval, Smart Matching filters the available pool by the creator's gender. Male creators see scripts tagged "all" or "male." Female creators see "all" or "female." If no gender-matched scripts are available, the system falls back to the full pool. A creator is never left without a script.

You can manually trigger "Scale Best Format" from the analytics page at any time, which routes all new creators to the top-performing Playbook format. You can also reset back to random distribution. Individual creator reassignment is handled by the system during scaling: creators who haven't submitted yet get reassigned to the winner, while those who have already submitted keep their original assignment.

Smart Matching works with any number of linked Playbooks (1 to 5). However, auto-scale requires at least 3 Playbooks to activate. The system needs enough data points to identify a meaningful winner.

Manual assignment breaks at scale. With 20+ creators, you're managing a spreadsheet that needs constant updates, and mid-campaign changes corrupt your analytics. Smart Matching automates the entire process: assignment, tracking, targeting, and scaling, with clean data at every step.

Learn how this fits into the full system in What Is UGC Engineering?.

Explore related features: Playbook Lab, Auto Format Testing, Performance Payouts, and Project Track.

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