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The framework for winning creative is Research, Optimize, Test, Imitate (ROTI). It is a four-step process you can use to produce fundraising creative that performs. You study what is already running in your market, sharpen your offer and message, run structured tests against a control, then scale the winners across channels instead of starting from a blank page each campaign.
Key Takeaways
- 1Use ROTI (Research, Optimize, Test, Imitate) as your repeatable process for fundraising creative.
- 2Before you design, study the Meta Ad Library and peer feeds to see what is actually working.
- 3Audit your top-performing content from the last 6 to 12 months before building anything new.
- 4Test one variable at a time: hook, format, or CTA, with a clear hypothesis.
- 5Borrow the principle behind successful creative, then adapt it to your mission and voice.
Most fundraising creative follows a predictable, flawed cycle. Someone gets an idea on Tuesday, the team builds it by Friday, and it runs for two weeks. By the end, no one knows why it worked or failed. Repeat this for a year and you have a calendar full of activity but zero institutional learning.
The teams that consistently outraise their peers follow a process. At SA Philanthropy, we use ROTI: Research, Optimize, Test, and Imitate.
What is ROTI? ROTI is a four-step framework for producing fundraising creative that performs. Research means studying what is already working in your market before you design anything. Optimize means reviewing your own past creative to find what is worth reusing. Test means running structured experiments on hooks, formats, and calls to action. Imitate means borrowing the underlying principle from successful creative and adapting it to your mission.
It is not complex. It simply requires looking at evidence before opening Canva.
Research: study what is already running
Before starting a design file, analyze work already in the market. You are looking for patterns, not templates.
Bookmark these resources:
The goal is to enter a creative review with a theory based on evidence, not personal taste.
A research rhythm you can keep
Research does not need to be a massive project. Use this cadence:
Winning teams are rarely more talented. They are usually just better prepared.
Optimize: mine what you have already paid for
Before greenlighting new assets, audit your existing data. Most organizations sit on a year of performance insights that no one has reviewed.
Reviewing your own top content is a high-leverage move most shops ignore.
The optimization audit
Run this after major campaigns or every quarter.
Pull the data. Export your top and bottom 20 pieces of creative. Use metrics that match your goals, such as ROAS for paid ads or conversion rates for email.
Tag the winners. Document the format, hook type (stat, story, testimonial), tone, and CTA style.
Find the cluster. Winners usually share two or three traits. That cluster is your formula.
Relaunch the proven. Refresh your top five assets with new imagery. We often see refreshed creative outperform the original by 30 to 50 percent, consistent with WordStream's Facebook Ads BenchmarksSource 5: WordStream, Facebook Ads Benchmarks 2024. Industry benchmarks for CPC, CTR, and conversion rates by sector..
The algorithm sees it as fresh, but you are using a proven concept. This aligns with WordStream's Facebook Ads BenchmarksSource 5: WordStream, Facebook Ads Benchmarks 2024. Industry benchmarks for CPC, CTR, and conversion rates by sector. highlighting creative refresh as a primary performance lever.
Test: make new work on a hypothesis, not a hunch
Build with a specific question in mind. Creative without a test is just an opinion.
The objective is a steady accumulation of knowledge about your donors.
A four-month testing roadmap
Structured testing compounds over time.
Month one: hooks. Run three versions of the same ad, varying only the opening line. Measure click-through rates.
Month two: formats. Take the winning hook and run it as a single image, a carousel, and a short video.
Month three: asks. Test calls to action. Compare "$50" versus "Help one family" versus "Join 2,000 donors." NextAfter's research shows specific, quantified asks tend to win. Verify this with your own audience.
Month four: audiences. Run your winning combination against lookalike and remarketing segments.
After four months, you have a documented foundation: your best hook, format, ask, and audience.
Imitate: borrow the principle, not the post
Strong creative teams study others. The trick is to imitate the underlying principle instead of the surface-level execution.
Effective creative grows from understanding what moves people, then adapting those lessons to your story. Placing creative correctly within the full donor journey ensures these principles land when they matter most.
Two examples of how this actually plays out
One international relief organization saw high engagement on "day in the life" Reels. The principle was proximity. We adapted this for a local food bank by filming a volunteer's morning routine. Same principle, different mission.
An education nonprofit used "myth versus reality" carousels. The principle was cognitive contrast. We translated this for a health charity as "What donors think we do versus what we actually do."
Ask: what makes this work, and how does that principle apply to your mission?
Putting ROTI to work
ROTI replaces randomness with a sustainable rhythm. To start this quarter:
Common mistakes that quietly sabotage performance
Designing for the board, not the donor. Your board is not your target audience. If you need sign-off from people who do not resemble your donors, you will end up with safe, forgettable work. Present results, not drafts.
Chasing engagement over conversion. Ten thousand likes and zero gifts is a failure. Optimize for the donation.
Changing too many variables. Testing a new hook, image, and CTA simultaneously tells you nothing. Change one lever at a time.
Calling tests too early. Most variants need at least 1,000 impressions before the data is valid.
Ignoring creative fatigue. Even strong ads decline as frequency increases. Rotate assets every four to six weeks.
The organizations that raise more are simply more disciplined. Start with ROTI.
Next, download this
Put the framework into practice with these free tools:
Frequently Asked Questions
QWhat is the framework for winning creative?
The framework for winning creative is ROTI: Research, Optimize, Test, Imitate. It is a four-step process for producing fundraising creative that performs consistently. You study what is already running in the market, sharpen your existing assets, run structured tests, then scale the winners across channels.
QHow do you apply ROTI to campaigns?
Apply ROTI by blocking two hours monthly for research, running a retrospective after every campaign, planning one test per campaign, and maintaining a swipe file of proven creative. Start with the Meta Ad LibrarySource 3: Meta Ad Library. A transparency tool for viewing active ad campaigns across Meta platforms. and your own last 6 to 12 months of performance data before building anything new.
QWhat does ROTI stand for in fundraising?
ROTI stands for Research, Optimize, Test, Imitate. It's a four-step framework for producing high-performing fundraising creative consistently. When paired with strong storytelling, the framework helps you build creative that resonates emotionally and performs measurably.
QHow do I research what fundraising ads are working?
Use the Meta Ad LibrarySource 3: Meta Ad Library. A transparency tool for viewing active ad campaigns across Meta platforms. to see which nonprofit ads run the longest (longevity signals performance) and the TikTok Creative CenterSource 4: TikTok Creative Center. Discover trending creative formats, sounds, and ad inspiration. to identify trending formats and hooks. Our guide to Meta's latest ad features covers how to leverage these tools for cause-driven campaigns.
QHow often should I review past campaign performance?
Review your top-performing ads, emails, and social posts from the last 6 to 12 months before every new campaign cycle. Build a retrospective habit after each campaign. Applying structured project management to your review cycles ensures nothing falls through the cracks. AI tools can accelerate this process by generating first-draft analyses and surfacing patterns in your data. Benchmark what you find against the M+R Benchmarks study before setting new targets.
QWhat should I A/B test in fundraising creative?
Test hooks (first 3 seconds of video or first line of email), formats (carousel vs. single image), headlines, visual treatments, and calls to action. For video-specific testing, see our guide on video that actually moves donors.
Evidence
Every statistic and study referenced above links to its primary source. Each entry has a stable anchor, so citations stay consistent over time.
- 1
- 2Classy, The State of Modern Philanthropy · donationtrends.classy.org
Research on donor behaviour, conversion rates, and giving trends.
- 3Meta Ad Library · facebook.com
A transparency tool for viewing active ad campaigns across Meta platforms.
- 4TikTok Creative Center · ads.tiktok.com
Discover trending creative formats, sounds, and ad inspiration.
- 5WordStream, Facebook Ads Benchmarks 2024 · wordstream.com
Industry benchmarks for CPC, CTR, and conversion rates by sector.
- 6Blackbaud, Charitable Giving Report · blackbaud.com
Annual data on giving trends, channel performance, and donor demographics.
Related questions
About the author and our standards
Founder & CEO, SA Philanthropy
Sarah Ali is the founder and CEO of SA Philanthropy. With over a decade of experience in nonprofit fundraising, she helps mission-driven organizations reach advocates, raise money, and scale their impact.
This article was reviewed by the SA Philanthropy editorial team before publication. We source every statistic, name every author, date every update, and correct errors on request. Read our editorial policy.
