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 prioritise to what to ask for.

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

Next Gift Likelihood

How likely is each donor to give in the next three months? A flexible score you can use across any giving channel or campaign category, even when tagging is incomplete.

Use cases

Appeals

Retention

Cross-Program

Recommended Channel

Where is each donor most likely to respond next? Predicts the channel — mail, email, phone or SMS — most likely to convert each donor in your next campaign, even if it’s not one they’ve used before. Use it to find untapped channel opportunity.

Use cases

Appeals

Cross-Program

Lifetime Value Forecast

How much is each donor likely to give over the next five years? Projects long-term giving value so you can make smarter investment decisions about acquisition, stewardship and portfolio management.

Use cases

Mid-Value

Major Giving

Cross-Program

Estimated Age

Provides a modelled age estimate for each contact — useful for legacy program targeting and lifecycle-based communication strategies.

Use cases

Planned Giving

Cross-Program

Specialist models for specific programs

Sharpen decisions for a single programme or campaign. Pick the models that suit your acquisition, recurring, mid-value, major or legacy goals.

Sharpen decisions for a single programme or campaign. Pick the models that suit your acquisition, recurring, mid-value, major or legacy goals.

All

Acquisition

Appeals

Cross-Program

Major Giving

Mid-Value

Planned Giving

Regular Giving

Retention

Appeal Response

How likely is each donor to respond to a direct mail appeal? Scores every donor in your file so you can size your audience, cut waste and still capture every likely gift.

Use cases

Appeals

POPULAR

Content Interests

What topics does each donor care about most? Identifies the content themes each contact engages with through email opens and clicks, so you can personalise messaging to what resonates.

Use cases

Appeals

Retention

Available for

Growth, Enterprise

Requires marketing platform integrations

Email Appeal Response

How likely is each donor to give through an email appeal? Scores donors by their likelihood of responding to an email ask, so you can prioritise email audiences and reduce fatigue.

Use cases

Appeals

First Gift Likelihood

Which prospects are most likely to make their first donation? Classifies non-donors who have received email by their likelihood of converting, so you can separate high-potential prospects from unresponsive contacts.

Use cases

Acquisition

Available for

Growth, Enterprise

Requires marketing platform integrations

High-Value Appeal Response

Which donors are likely to make a high-value gift through direct mail? Identifies donors most likely to give $500+ to an appeal, so you can prioritise premium treatments and asks.

Use cases

Appeals

Lapsed Donor Reactivation

Which lapsed donors are most likely to come back? Scores donors who haven't given in the past 24 months by their likelihood of reactivating, so you invest reactivation budget where it will actually work.

Use cases

Appeals

Retention

POPULAR

Lapsed Recurring Donor Reactivation

Which lapsed recurring donors are most likely to restart? Scores former recurring givers by their likelihood of reactivating, so you focus win-back efforts where they'll count.

Use cases

Regular Giving

Retention

Likelihood of recurring donations

Which one-off donors are most likely to start recurring? Ranks donors by their likelihood of starting a recurring gift, so you can target conversion asks to the right people.

Use cases

Regular Giving

Acquisition

POPULAR

Major Gift Readiness

Which donors have major gift potential? Scores donors by their likelihood of making a major gift in the next year, so your team focuses cultivation on the right prospects.

Use cases

Major Giving

Mid-Value Readiness

Which donors have mid-value gift potential? Identifies donors most likely to reach mid-value giving levels in the next year, helping you build a stronger pipeline.

Use cases

Mid-Value

Most-used channel

Which channel has each donor actually used? Shows each donor's most-used giving channel based on historical behaviour, so you can honour established preferences and inform suppression or stewardship rules.

Use cases

Cross-Program

Planned Gift Likelihood

Which donors are most likely to leave a gift in their will? Identifies supporters with the highest likelihood of confirming a planned gift, so you can prioritise legacy conversations.

Use cases

Planned Giving

Raffle Response

Which donors are most likely to respond to a raffle mail-out? Helps you target raffle campaigns to the supporters most likely to take part.

Use cases

Appeals

Available for

UK only

Recommended Ask

Suggests a personalised single-gift ask amount based on each donor's giving history — so your asks land in the right range, every time.

Use cases

Appeals

Recurring Donor Churn Risk

Which recurring donors are at risk of cancelling? Flags active recurring donors most likely to stop giving, so your team can intervene before they churn.

Use cases

Regular Giving

Retention

POPULAR

Recurring Gift Upgrade

Which recurring donors are ready to increase their donation? Identifies recurring supporters most likely to upgrade, so you can ask at the right time with confidence.

Use cases

Regular Giving

Not sure which predictive models your program needs?

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

TRUSTED BY MISSION-DRIVEN ORGANISATIONS WORLDWIDE

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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 not-for-profit 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 organisations 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 any time 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.

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.

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.