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AI Email Campaign Predictor

Predict open rate, CTR, conversion rate, ROI, and unsubscribe rate before you send — with the specific factors driving each number.

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How a prediction actually gets made

01

User Input

Campaign, content, and historical fields submitted from this form.

02

Validation

Inputs checked against expected ranges and types.

03

Preprocessing

Text, timing, and numeric fields cleaned and normalized.

04

Multimodal Feature Extraction

Subject line, body copy, and optional banner image each processed separately.

05

Feature Fusion

Text, image, and tabular signals combined into one feature set.

06

Multi-Output Prediction

One pass produces open rate, CTR, conversion, ROI, and unsubscribe rate.

07

SHAP Explainability

Every prediction is traced back to the factors driving it.

08

Performance Insights

Numbers translated into plain-language next steps.

Try it with your own campaign

Fields are pre-filled with realistic defaults — adjust anything and predict.

Campaign Details
Content Details

If you attach an image, historical volume fields below (emails sent/delivered, opens, clicks, conversions, revenue, unsubscribes) and Campaign ID are not used by the image-analysis endpoint.

Historical Performance

Why trust this prediction

Multimodal by design

Subject line, body copy, an optional banner image, and your campaign's tabular details are each processed on their own terms, then fused into a single feature set — rather than reducing everything to a spreadsheet row.

Explainable with SHAP

Every prediction ships with the specific factors driving it and their direction of impact, so you can see why a number came out the way it did, not just the number itself.

Learn more about email campaign optimization

Read the guide on our blog

Ready to optimize your next campaign?