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Predict your ad ROAS

Select your product type, audience targeting, and monthly budget. Get a benchmark-based ROAS prediction instantly.

The fastest way to hit the high end of that range?

Better creative. Mani generates dozens of ad variations grounded in your brand DNA so you can test faster, find winners sooner, and push your ROAS toward the optimistic end.

Generate winning ad creative →

How it works

1

Select your category

Pick your product type, audience targeting approach, and monthly budget. No account or URL needed.

2

We run the benchmarks

Your inputs are matched against industry ROAS benchmarks across thousands of campaigns by category and targeting type.

3

Get your ROAS range

A predicted ROAS range with confidence level, plus what you can expect at low, mid, and high performance.

Why ROAS prediction matters

Going in blind is the most expensive way to run ads. A realistic ROAS estimate sets expectations, helps you pick the right budget, and tells you when to scale up or cut your losses.

Set realistic goals

Expecting 10x ROAS on a broad audience with $500/mo? The benchmarks will tell you that is unlikely - before you spend the money.

Choose the right targeting

See how different audience types affect your predicted return. Lookalikes and retargeting consistently outperform broad targeting.

Right-size your budget

Too small and the platforms cannot optimize. Too large and you waste spend on diminishing returns. Find the productive range.

Know when to scale

If your actual ROAS beats the predicted range, you have room to increase spend. If it falls short, fix the creative first.

FAQ

How accurate are these predictions? +

These are benchmark-based estimates, not guarantees. Actual ROAS depends on creative quality, landing page experience, offer strength, and competition. Think of this as a realistic starting range.

Why is it a range instead of a single number? +

ROAS varies by creative, season, competition, and a dozen other factors. A range gives you realistic expectations - the low end is what to plan for, the high end is what great creative can achieve.

What makes the biggest difference in actual ROAS? +

Creative quality. The same product, audience, and budget can see 2-5x ROAS swings based on ad creative alone. That is why Mani focuses on generating high-quality, brand-grounded creative.

Does budget size affect ROAS? +

Yes. Very small budgets (under $1,000/mo) often see lower ROAS because the ad platforms need data to optimize. Larger budgets give algorithms more signal to find your best customers.

How does Mani help improve my ROAS? +

Mani generates multiple creative variations grounded in your brand DNA, so you can test more ads faster. More tests means you find winners quicker, which drives ROAS up over time.

Ready to beat the benchmarks?

Generate brand-grounded ad creative that drives real returns. More tests, faster winners, higher ROAS.

Try Mani free →