Short-form ad prediction

Improve CTR, retention, and ROAS for every short-form ad.

Upload the ad and its performance data. XY Video predicts where viewers may drop, why they do not click or convert, and gives improvement advice for CTR, retention, CVR, ROI, and ROAS.

Built for short-form ad performance teamsUpload the ad and its metrics to see where CTR, retention, CVR, and ROAS are breaking.

DTCMedia buyersAgenciesUGC adsROAS

Candidate creative Hair tool creator proof frame for TikTok Shop screening

Hair tool creativePaid ad video · metric prediction

AI metric QAFrame-by-frame performance gaps

0-3s hookNo buying reason earlyLead with result or pain

Proof gapProof appears too lateMove usage proof up

CTA riskProduct prompt is lateMove CTA earlier

Lift directionLift CTR, then conversion

See where click, retention, and conversion break before deciding the next ad version.

1Upload ad video

2Estimate metrics

3Find performance gaps

4Generate lift advice

Core use case

Put video, metrics, and lift actions into one workflow

Upload one ad video and product brief. XY Video estimates CTR, CVR, retention, ROI, and ROAS, then shows which metric to improve first and how to shape the next version.

Ad videoEstimated metricsPerformance gapsLift advice

Short-form ad prediction flowHover to animate

Ad videoProduct + scene

Metric scanCTR / retention / CVR

Lift adviceWhat to lift / how

Your creative

TikTok-style makeup creator video with engagement controls and shopping intent — **Skincare ad video**Real product hold + pitch · ad to predict

Product briefSkincare serum · US market · short-form ads

XY Video AITurns the ad into a metric lift map

0-3s hookNo result reason early

Proof gapProduct proof appears too late

CTA riskProduct prompt is not early enough

Lift directionLift 2s hold, then clicks

Add product proof and a buying reason, then judge CTR, CVR, and ROAS lift potential.

HookNo buying reason early

ProofMove evidence earlier

CTAPrompt product sooner

ROIRevise before spend

TikTok-style makeup creator product proof frame for pre-spend screening — Evidence frameMove into first 3s

Product proof first

Know which metric is holding the ad back

The point is not a score. It is why the ad has weak clicks, retention, or conversion, and which metric to improve first.

Priority metric firstKnow whether CTR, retention, conversion, ROI, or ROAS should improve first.

See performance gapsPin issues to frames, captions, proof, CTA, and timestamps.

Hand off lift actionsGive buyers and editors metric actions they can use.

Ad metric reviewBefore the next ad version

Makeup result proof frame for pre-spend review

Creator deliveryKeep

Pet product proof frame for ad screening

Product proofReady to test

Fashion try-on vertical creative frame for pre-spend screening

Risk signalReady to test

Metric gap mapFix proof in the hook to lift CTR and hold

0-3sNo buying reason

4-9sProof appears too late

CTAProduct-card prompt is late

Lift adviceLift retention first

Move result proof and buying reason earlier, then watch clicks and conversion.

Ad prediction boardMulti-platform short ads

Real vertical makeup creator proof frame

Makeup proofKeep proof

Hair tool proofReady to test

Fashion creator showing basics in a closet try-on scene

Wardrobe try-onReady to test

Pet product interaction frame for GMV Max screening

Pet interaction frameReady to test

Frame-by-frame performance gaps

0-3s hookNo buying reason in the opening

Proof gapComparison or use-case proof is weak

CTA riskProduct-card prompt comes too late

Metric lift map

Priority metricLift CTR firstTurn weak openings into stronger buying reasons

Real adSeller / affiliate videoFrame-by-frame QAFind performance gapsMetric adviceCTR / retention / conversionLift actionsReady for buyer and editor

Metric lift simulator

See which metric to lift before deciding how to spend

Use a real ad video and basic media data to locate the biggest CTR, retention, CVR, and ROAS gap.

Ready to test TikTok Shop hair tool creator video with visible product and shopping intent

Ready to test Fashion product proof frame for creative review

Ready to test

Weak-metric lift opportunityFind the metric gap first, then improve the next version

Creatives / monthTest budget / creative $Likely weak metrics %

Likely revise or reject6

Budget tied to weak signals$240

Approx. prediction cost on Starter$19

Ad metric improvement output

Decide which metric is holding performance back before the next version

Turn one seller or creator ad video into CTR, retention, CVR, ROI, and ROAS lift advice with frame evidence.

Short-form ad prediction flowHover to animate

Your real ad video

Pet product creator video scene with shopping intent

9:16 pet product video

Pet accessory · US market · short-form ads

XY Video AI metric predictionFind the moments dragging performance down

Lift adviceLift retention, then conversion

Give buyers and editors one clear metric lift brief.

HookNo buying reason earlyLead with result

ProofProof appears too lateMove evidence up

CTAProduct prompt is lateMove CTA earlier

ROIWeak proof wastes clicksRevise before spend

Free previewSee the biggest metric gap and one lift action first

Unlock the full lift reportFrame analysis · metric advice · hook / CTA rewrites · team checklist

Pay per ad prediction and see which metric to improve first.

Start with one ad prediction. Upgrade when CTR, CVR, retention, and ROAS review becomes a weekly workflow.

Single check answersShould this creator video enter GMV Max, be revised first, or be excluded?

Monthly plans fitWeekly creator-video review, so weak creatives are stopped before paid traffic.

1First ad performance review

Use Single Ad Prediction to see whether CTR, retention, CVR, or ROAS should improve first.

2Weekly ad reviews

Use a monthly plan when buyers, creatives, and clients need repeatable performance reports.

Best first ad prediction

Single Ad Prediction

Predict one real short-form ad for CTR, retention, CVR, ROI, and ROAS improvement.

$2.99

1 ad video prediction
Free top performance break preview
CTR / CVR / retention / ROAS advice
Frame-by-frame + caption/script analysis

Cheaper at 7+ reports/mo

Starter Monthly

For operators and small brands reviewing short-form ad performance every week.

$19/mo

20 ad predictions / month
For around 5 ad reviews each week
Full metric improvement reports
Speech/caption/script signals

Best for teamsFor weekly ad review workflow

Growth Monthly

For agencies, media buyers, and creative teams reviewing ads in batches.

$49/mo

80 ad predictions / month
For batch performance review
CTR / CVR / retention / ROAS advice
Copyable team handoff reports

Plan comparisonChoose by monthly creative volume

PlanCreditsIncludesBest forSingle Check1 checkFree preview + full reportBest for the first validationStarter Monthly20/moSpeech/caption signals + key-frame analysisBest for weekly ad predictionGrowth Monthly80/moBatch ad prediction + team handoffBest for a repeatable team workflow

What is XY Video?

XY Video is an ad video performance prediction tool for short-form paid media teams. Upload an ad video and its metrics to analyze CTR, conversion rate, 2s / 6s / 50% / 75% / 100% completion, ROI, and ROAS, then get improvement advice for each key metric.

Prediction signals

XY Video combines creative structure, hook, product clarity, proof, pacing, CTA, CTR, CVR, retention, ROI, and ROAS.

Best-fit teams

Built for ecommerce brands, DTC teams, media buyers, agencies, UGC creative teams, and small growth teams reviewing ads every week.

Workflow

Upload the ad, add metrics, and see whether performance is stuck at attention, click, conversion, or payback.

Before you start

Frequently Asked Questions

Clear answers on ad prediction, report depth, team workflow, data handling, and when paid unlocks make sense.

Break firstThe free preview shows the top performance break and the metric to improve first.

Metric-readyThe full report turns CTR, retention, CVR, ROI, and ROAS into concrete improvement advice.

Built for volumeMonthly plans fit teams reviewing ad performance every week.

How does XY Video give metric improvement advice?

It combines the ad video and product context to estimate whether the ad is stuck at attention, click, conversion, or payback, then gives improvement advice for CTR, retention, CVR, ROI, and ROAS.

What do I get in the free preview?

The free preview shows the basic prediction, score, top performance break, and limited evidence so you can decide whether the ad is worth a deeper review.

What is included after unlocking the full report?

The full report includes frame-by-frame analysis, timeline notes, speech/caption/script signals, compliance risks, hook and CTA advice, plus improvement advice for each key ad metric.

Who is XY Video for?

Ecommerce brands, DTC teams, TikTok Shop sellers, media buyers, agencies, UGC creative teams, and teams reviewing short-form ads every week.

What information makes the analysis more accurate?

Add product name, category, market, audience, price, selling points, plus CTR, CVR, retention, ROI, and ROAS when available.

Does XY Video guarantee ROAS improvement?

No. It gives prediction and improvement advice based on the ad and its metrics, helping your team decide what the next ad version should improve.

Does XY Video store uploaded videos permanently?

The MVP does not keep raw videos long term by default. Reports can be saved locally; when a database is configured, team history can sync for review and asset tracking.

When should I upgrade from one prediction to a monthly plan?

If you review ad creatives every week or predict more than seven short-form ads per month, a monthly plan is usually better for workflow and cost control.