Use case: Ask‑Amount Optimization

Set the right askfor every donor...

Use elasticity and intent to generate channel‑ready ask strings that lift response and value.

Response rate
Right ask lowers friction and boosts reply.
Average gift
Elasticity‑aware tiers lift value.
Upgrade acceptance
More donors move up a level.
Testing velocity
Faster learnings with dynamic variants.

What this use case delivers

Elasticity modeling

Predict response and value at different ask levels.

Dynamic ask strings

Generate personalized asks for DM and digital.

Channel‑specific tuning

Differentiate asks for mail vs. web vs. phone.

Learning loops

Continuously improve with observed results.

AI signals for ask setting

From one amount to the right amount

Predictive elasticity and upgrade propensity guide personalized ask strings per donor and channel.

Optimal ask

Amount most likely to maximize net.

Upgrade likelihood

Probability donor accepts a higher tier.

Confidence

Model certainty for QA and testing.

Variant generation

Create & test adjacent amounts.

Learn more

Case study spotlight

↑ Response Right ask lowers friction
↑ Average gift Elasticity‑aware tiers lift value
↑ Net revenue Optimize for contribution margin

Generate your ask strings

We’ll run a quick analysis and show the lift you can expect — and why.