What does the Neighborhood Giving Map tool do?

It analyzes how charitable dollars typically flow in your city — where giving concentrates vs. where need is highest — and identifies giving deserts you can help address.

What is a giving desert?

A giving desert is a neighborhood or community with high need but very little nonprofit presence or philanthropic investment. They're common in segregated or historically disinvested areas.

How can I find giving deserts in my city?

Enter your city and the tool will describe typical patterns, flag known gap areas, and give you 3 data sources to verify locally.

Can foundations use this tool?

Yes — the tool has a role option specifically for foundations evaluating local funding gaps.

AI for Social Impact · Free Tool

Neighborhood Giving Map

Charitable dollars don't flow evenly — they flow to where donors feel comfortable, not where need is highest. Tell AI your city and context, and it'll map the known patterns: where giving concentrates, where giving deserts form, and where your dollars could matter most locally.

Step 1 Enter your city Name your metro area and cause of interest.

Step 2 AI maps giving flows Where money concentrates vs. where need is highest.

Step 3 Direct dollars wisely Find the giving deserts where your impact is largest.

Your city or metro area — be as specific as you'd like

Cause area or community you care about — optional but sharpens the analysis

Who are you in this picture?

What do you already know or suspect about giving patterns here? — optional, any observations help

Try an example:

Analyzing giving patterns and identifying gaps…

Local Giving Pattern Analysis

Explore this area on OpenStreetMap