Predictive Models

Predictive AI models

The models behind every fundraising decision

The models behind every fundraising decision

Dataro's predictive models turn your donor data into ranked decisions: who to focus on, who to engage now and what to do next.

Dataro's predictive models turn your donor data into ranked decisions: who to focus on, who to engage now and what to do next.

Core predictive models

Included with every plan. These cover the everyday decisions across your donor file — from who to prioritize to what to ask for.

Included with every plan. These cover the everyday decisions across your donor file — from who to prioritize to what to ask for.

Next One-Time Gift

Channel-agnostic likelihood of a single gift in the next 3 months. Works across any channel or category, including where tagging is incomplete.

Use cases

Appeals

Retention

Cross-Program

Recommended Channel

The channel each donor is most likely to respond to next: mail, email, phone or SMS.

Use cases

Appeals

Cross-Program

Lifetime Value Forecast

The range each donor is likely to give in total over the next five years.

Use cases

Mid-Value

Major Giving

Cross-Program

Estimated Age

Estimated age for each donor, where actual age isn’t available. Useful for legacy and lifecycle targeting.

Use cases

Planned Giving

Cross-Program

Specialist models for specific programs

Sharpen decisions for a single program or motion. Pick the models that match your appeals, recurring, mid-value, major or legacy goals.

Sharpen decisions for a single program or motion. Pick the models that match your appeals, recurring, mid-value, major or legacy goals.

All

Acquisition

Appeals

Cross-Program

Major Giving

Mid-Value

Planned Giving

Recurring Giving

Retention

Bequest Prospect

Likelihood a donor leaves a gift in their will.

Use cases

Planned Giving

Email Appeal Gift

Likelihood a donor gives in response to an email. Tied to the email channel, not to a campaign category.

Use cases

Appeals

First Gift

Likelihood a non-donor who has received and/or responded to email outreach makes their first gift.

Use cases

Acquisition

Available for

Growth, Enterprise

Requires marketing platform integrations

High-Value Mail Appeal Gift

Likelihood a donor gives $500+ in response to a direct-mail appeal in the next 3 months.

Use cases

Appeals

Interest Areas

The topics each emailed contact engages with most, based on opens and clicks.

Use cases

Appeals

Retention

Available for

Growth, Enterprise

Requires marketing platform integrations

Lapsed Donor Mail Reactivation

Likelihood a lapsed donor (24 months or more since last gift) gives again via mail in the next 3 months.

Use cases

Appeals

Retention

POPULAR

Lapsed Recurring Gift Reactivation

Likelihood a lapsed recurring donor restarts in the next 6 months.

Use cases

Recurring Giving

Retention

Mail Appeal Gift

Likelihood a donor gives in response to a direct-mail appeal in the next 3 months.

Use cases

Appeals

POPULAR

Mail Raffle Gift

Likelihood a donor responds to a raffle mailing. Mail channel, UK only.

Use cases

Appeals

Available for

UK only

Major Gift Prospect

Likelihood a donor gives at major-gift levels in the next year. Ranks donors for cultivation.

Use cases

Major Giving

Mid-Level Prospect

Likelihood a donor gives at mid-value levels in the next year. Ranks donors for pipeline building.

Use cases

Mid-Value

Preferred Channel

The channel each donor uses most historically: mail, email, phone or SMS.

Use cases

Cross-Program

Recommended Appeal Ask Amount

Personalized ask amount based on giving history. Defaults to direct-mail appeal campaigns; configurable.

Use cases

Appeals

Recurring Gift Churn Risk

Risk an active recurring donor cancels in the next 6 months.

Use cases

Recurring Giving

Retention

POPULAR

Recurring Gift Conversion

Likelihood a one-time donor starts recurring giving in the next 6 months.

Use cases

Recurring Giving

Acquisition

POPULAR

Recurring Gift Upgrade

Readiness of a recurring donor to increase their gift in the next 3 months.

Use cases

Recurring Giving

Not sure which predictive models your program needs?

Your sales contact will map your fundraising goals to the right predictions during the demo.

Plans and pricing

Transparent ranges based on your donor file size and the programs you run.

TRUSTED BY MISSION-DRIVEN ORGANIZATIONS WORLDWIDE

  • Parkinson's UK logo
  • Leukaemia Foundation logo
  • International Rescue Committee logo
  • National Park Foundation logo
  • UNHCR logo
  • Save the children logo
  • WWF logo
  • OXFAM logo
  • Amnesty International logo

Common Questions

Predictive AI models

Everything you might be wondering

Is there a free trial?

We don't offer self-serve trials. Every demo is scoped to your data, your CRM, and your fundraising goals, so you see what Dataro would actually surface for your donors — not a generic sandbox.

How is pricing determined?

An annual platform fee plus a per-active-donor rate. The "from" prices are starting points — your total depends on your database size. Run the cost estimator for a quick estimate, or talk to sales for a custom quote.

What counts as an "active donor"?

Any individual with at least one gift in the past 24 months, measured as of the end of the previous quarter.

Which CRMs does Dataro integrate with?

Dataro integrates with major nonprofit CRMs. Available integrations depend on your plan:

  • Essentials — Blackbaud Raiser's Edge NXT, Salesforce Nonprofit Success Pack, Salesforce Nonprofit Cloud, HubSpot, CharityCRM, Beacon, Virtuous

  • Growth — everything in Essentials, plus Blackbaud CRM, Microsoft Dynamics, and custom Salesforce configurations

  • Enterprise — everything in Growth, plus other CRMs, custom data warehouses, and platforms like Snowflake

Don't see yours? Ask during your demo call.

What does prospect research cover — and why is it US only?






ProspectAI scans public sources — news, foundation relationships, annual reports, wealth databases, and more — to build a complete picture of your donors' capacity, affinity, and conversation starters. Each profile is fully cited and ready to use before a major gift meeting.






It's currently available for US-based records only because of data provider coverage. AU and UK expansion is in progress.

How long does onboarding take?

Most organizations are live within 4–6 weeks. Enterprise implementations with complex data can take longer. Every plan includes guided onboarding — you're never left to figure it out alone.

Does Dataro support data residency requirements?

Yes. All plans include regional data residency in the US, UK, and AU, so your data stays in the region you select.

What if I'm not sure which plan is right?

We'd rather put you on the right plan than oversell you on one you don't need yet. Book a demo, tell us about your program, and we'll recommend the right fit. You can upgrade anytime as your needs grow.

Get Started

Know who to focus on before you spend budget.

Dataro gives your team ranked recommendations — a smaller, higher-confidence audience and a clear next step.

United States

Get Started

Know who to focus on before you spend budget.

Dataro gives your team ranked recommendations — a smaller, higher-confidence audience and a clear next step.

United States

Get Started

Know who to focus on before you spend budget.

Dataro gives your team ranked recommendations — a smaller, higher-confidence audience and a clear next step.

United States