RaaS for UGC: Pay for Conversions, Not Videos

The standard UGC transaction looks like this: a brand pays an agency or creator $200–$400 per video, receives a batch of 10–20 assets, launches them as ads, and discovers that 15–25% perform above the CPA target. The rest are waste. The brand pays the full invoice regardless. The agency moves on to the next client.

This pricing model made sense when production was expensive and every video required a new shoot, a new creator, a new edit. It does not make sense in 2026, when modular production, AI-assisted editing, and structured testing frameworks let agencies produce 50–100 creative variations from a single shoot day.

The model that replaces it is RaaS UGC — Results as a Service applied to user-generated content production. Instead of paying per deliverable, brands pay for outcomes: conversions, winning creatives, scalable assets. The agency that produces winners earns more. The agency that produces filler earns less.

This is not theoretical. OKAD has been running production systems built for this model across seven campaigns. Here is how it works, what the numbers look like, and how to structure a contract around it.

The Broken Economics of Traditional UGC

The math is brutal. Take a brand spending $300 per UGC video, ordering 20 videos per month. That is $6,000 in production costs. Industry data consistently shows a 15–25% win rate on ad creatives — meaning 3–5 of those 20 videos will outperform the CPA target.

The effective cost per winning creative: $1,200–$2,000.

Now factor in what happens next. The 3–5 winners fatigue within 7–21 days. The brand needs another batch. Another $6,000. Another 15–25% win rate. The cycle repeats monthly, and the brand is effectively paying $1,200–$2,000 for every ad that actually moves the needle.

The problem is not that agencies produce bad work. The problem is that the pricing model has zero feedback loop. There is no mechanism that rewards producing winners or penalizes producing content that never converts. The agency gets paid the same whether a video drives 500 purchases or gets turned off after 48 hours.

What brands actually need

Brands do not need 20 videos. They need 3–5 winners per month that hold up at scale. Everything else in the production pipeline exists to find those winners. The pricing model should reflect that reality.

What RaaS UGC Looks Like: 3 Pricing Models

RaaS is not a single pricing structure. It is a principle — tie compensation to outcomes — that can be implemented in several ways depending on the brand’s spend level, risk tolerance, and measurement maturity.

Model 1: Base + Performance Bonus

The agency charges a reduced base fee (40–60% of traditional per-video pricing) and earns a performance bonus when creatives hit defined KPIs. Example: $120 base per video + $200 bonus for every creative that beats the CPA target for 7+ days.

Best for: Brands spending $15K–$50K/month on media with established CPA benchmarks.

Model 2: Pay Per Conversion

The agency produces creative at cost or near-cost and earns a percentage of revenue or a fixed fee per acquisition driven by their ads. This is the purest form of RaaS — the agency functions almost like a performance marketing partner.

Best for: Brands spending $50K+/month with reliable attribution and willingness to share performance data.

Model 3: Modular Pricing

Break the production pipeline into stages, each priced independently:

• Pay per test: $X for a structured test batch (e.g., 2 creators x 4 hooks = 8 variations)
• Pay per winner: Bonus triggered when a creative crosses a performance threshold
• Pay per scale creative: Additional fee for expanding a winner into new formats, lengths, and platforms

Best for: Brands at any spend level that want granular control over production investment.

Why AI and Modular Production Make RaaS Viable

RaaS UGC was not possible five years ago. The production economics did not support it. Shooting 50 videos to find 5 winners meant 50 separate creator fees, 50 separate edits, 50 separate review cycles. No agency could absorb that risk at sustainable margins.

Three shifts changed the equation:

Modular production. Instead of shooting complete videos, agencies shoot components — hooks, body segments, CTAs, b-roll — and assemble them into dozens of variations. One shoot day produces 30–80 unique ads. The marginal cost of variation number 40 is near zero. Read more in our guide to modular creative production.

AI-assisted editing. Automated editing tools handle cuts, captions, format adaptation (9:16, 1:1, 16:9), and basic motion graphics. What took an editor 2 hours per variation now takes 15 minutes of review time.

Structured testing frameworks. Instead of launching 20 random videos and hoping, agencies run systematic tests that isolate variables — hook vs. hook, angle vs. angle, creator vs. creator. This means faster identification of winners and faster kill decisions on underperformers.

Together, these three factors compress the cost per variation to the point where an agency can profitably produce 50–100 variations, absorb the risk on the 75–85% that underperform, and still earn healthy margins on the winners.

Case Data: Results From 7 OKAD Campaigns

OKAD’s production infrastructure was built for volume, speed, and iteration — the exact requirements of a RaaS model. Here is what the numbers look like across seven campaigns.

High-Volume Ad Production

Swiss Skincare — approximately 30 ad variations per day generated from a single creative library. At this volume, per-video pricing makes no sense. The only rational model is per-creative or per-performance pricing, where the library is the asset and individual variations are generated at near-zero marginal cost.

Structured Testing at Scale

Women’s Health supplement brand — 2 creators multiplied by 4 hooks produced 8 variations per test cycle. This is modular pricing in action: the brand pays for a structured test, not for 8 individual videos. The test is the unit of value, not the video.

Creative Tied Directly to Acquisition Cost

Longevity supplement brand — EUR 183 CPA achieved on the first test batch. When creative performance is this measurable, tying agency compensation to CPA is straightforward. The creative either acquires customers at an acceptable cost or it does not.

Maximum Output From Existing Assets

Five brands, one re-edit sprint — 80 re-edits produced from existing footage with zero new shoots. This is the economics that make RaaS sustainable for the agency. When you can generate 80 new variations from assets you already have, the marginal cost per variation drops low enough to absorb performance risk.

Scale Without New Creator Sourcing

DateMyAge — 48 videos produced from 22 existing creators in the network. No new sourcing, no new onboarding. The creator roster is a reusable asset that reduces the cost of each subsequent production cycle.

Organic Reach as a Measurable Result

Drawing App — 1.5 million organic views from faceless UGC content. RaaS does not have to mean paid ads only. Organic reach is a measurable outcome, and content production can be priced against it.

Alcohol brand (Godka) — 900K views per post through organic UGC. When organic performance is this consistent, a pay-per-view or pay-per-engagement model becomes viable.

How to Structure a RaaS UGC Contract

A practical RaaS contract needs five components:

1. Base production scope. Define the minimum monthly output — number of test batches, creator slots, and variation targets. This covers the agency’s fixed costs and ensures consistent production cadence.

2. Performance KPIs. Choose 1–2 primary metrics tied to bonuses. CPA and creative win rate are the most common. Avoid vanity metrics like views or impressions unless the campaign is explicitly awareness-focused.

3. Measurement protocol. Agree on attribution windows, reporting tools, and data access. The agency needs access to ad account performance data to optimize. Without it, RaaS is just a pricing gimmick.

4. Bonus thresholds and caps. Define what triggers a bonus (e.g., CPA below $X for 7+ consecutive days) and cap the maximum bonus per period to keep costs predictable for the brand.

5. Review cadence. Monthly or biweekly reviews where both sides analyze what worked, what did not, and what to test next. RaaS without a feedback loop is just discounted production.

Sample contract structure

Component	Traditional	RaaS (Model 1)
Base fee per video	$300	$150
Monthly volume	20 videos	30–50 variations
Performance bonus	None	$200 per winner
Data access	Not required	Full ad account access
Monthly review	Optional	Required

In this structure, the agency earns $4,500 base (30 videos x $150) plus $200 for each creative that beats the CPA target. If 8 out of 30 win, total compensation is $6,100 — comparable to traditional pricing but with aligned incentives. If 15 out of 50 win, it is $7,500 — the agency earns more because they produced more value.

Metrics to Tie Compensation To

Not all metrics are equally useful for RaaS contracts. The best metrics are directly influenced by creative quality and resistant to manipulation through media buying tactics.

Tier 1 — Direct performance:

• CPA (cost per acquisition) — the clearest signal of creative effectiveness
• ROAS (return on ad spend) — useful when average order values vary
• Creative win rate — percentage of ads that beat the control or CPA target

Tier 2 — Leading indicators:

• Hook rate (3-second retention) — predicts whether an ad will get enough data to optimize
• Thumbstop ratio — the percentage of impressions that result in a pause
• CTR (click-through rate) — useful when the landing page is not the agency’s responsibility

Tier 3 — Organic metrics (for organic UGC campaigns):

• Views per post
• Engagement rate
• Follower growth attributed to content

Avoid tying compensation to metrics the agency cannot influence: CPM (driven by auction dynamics), reach (driven by budget), or total conversions (driven by budget and audience size, not creative alone).

When RaaS UGC Does Not Work

RaaS is not universal. It fails in specific situations:

Brand awareness campaigns. When there is no conversion event to measure, there is no outcome to tie pricing to. Brand lift studies exist but are expensive and slow — not practical for monthly contract cycles.

New product categories. If no baseline CPA or ROAS exists, you cannot set meaningful performance thresholds. Run 2–3 months of traditional pricing first to establish benchmarks, then transition to RaaS.

Low media spend. Brands spending under $5K/month on paid media generate too few conversions to attribute performance to individual creatives with statistical confidence. At low volumes, a single large order can make a mediocre ad look like a winner.

Brands unwilling to share data. RaaS requires the agency to see what is working and why. If the brand will not grant ad account access or share performance reports, the model collapses.

For these situations, traditional per-video or retainer pricing remains the better option. See our comparison of RaaS vs. retainer models for a detailed breakdown.

The Shift Is Already Happening

The agencies that will dominate UGC production in the next two years are not the ones with the biggest creator rosters or the lowest per-video rates. They are the ones with production systems efficient enough to absorb creative risk — and confident enough in their output to tie compensation to results.

OKAD built this infrastructure across paid and organic campaigns, from 30 ads per day for a skincare brand to 900K organic views per post for an alcohol brand. The production model is already RaaS-ready. The only question is whether the contract catches up.

If you are evaluating UGC agencies, ask one question: will you tie your fee to my results? The answer tells you everything about whether they trust their own creative process.

For more on the broader RaaS model applied to creative agencies, read RaaS: The Creative Agency Model Built for Performance. For a tactical guide on producing UGC ads that actually convert, start with UGC Video Ads That Convert.