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Field Notes  ·  No. 04  ·  August 2026  ·  Twelve-Metro Update

What a Mission Category
Does Not Tell You

14
mission categories with
40+ organizations
14 of 14
contain 6+ of the
seven archetypes
80-pt
range in contribution
share by category

This topic started as a small curiosity check for a client and turned into the whole newsletter. I wanted to know whether the mission category an organization picks at incorporation lines up with the financial archetypes this research assigns. It does not line up, and the way it comes apart is more interesting than I expected.

Start with two organizations that sit in the same corner of the IRS taxonomy.

One runs a shelter on county contracts. It gets paid after it spends, so it is thin on cash most of the year, and its finance committee spends its time on receivables. The other develops and manages housing, owns its buildings outright, carries a reserve, and spends its finance meetings on maintenance and a capital plan.

On the form they sit a few digits apart, L41 and L20, and both file under Housing and Shelter.

Benchmark either one against housing sector norms and you are averaging them together, along with about eighty-eight others that are mission-aligned but operationally distinct. That average ends up describing no organization in the group.

What follows is how often that happens, which turns out to be nearly always, and what actually tells you more than the mission category does.


I sorted the study’s organizations two ways at once. By NTEE major group, which is the mission category an organization chose at incorporation. And by archetype, which is the financial structure I derive from three years of filings: where the money comes from, how concentrated it is, what the organization owns.

Fourteen mission categories in the study have at least 40 organizations. All fourteen contain at least six of the seven archetypes. Human Services is the largest category in the dataset and the clearest case:

Fig. A  ·  Archetype in Human Services (n=173)

Serviceberryfee-for-service
18%
Gambel Oakrevenue generalists
18%
Pioneer Pineyoung, donor-dependent
17%
Rocky Mtn. Juniperproperty-owning, reserve-rich
17%
Plains Cottonwoodgovernment contracts
16%
Peachleaf Willowlarge program-revenue
8%
Quaking Aspenin-kind economy
6%
Share of Human Services organizations landing in each financial archetype, by NTEE major mission category (n=173). Bars scaled to the 18% maximum. Source: Segura Strategy Group | The Financial Forest

Seven business models, and the largest holds 18%. Across the whole study the largest archetype holds 22%, so filtering all the way down to the biggest mission category in the dataset moved that number by four points. Knowing an organization is human services tells you close to nothing about how it is actually funded.

The category does occasionally guide us. Religion-Related organizations are 49% Pioneer Pine, the donor-dependent archetype. Recreation and Sports is 46% Serviceberry, the fee-for-service one. Some categories do push toward a model, though most do not.

There is a fair objection to all of this, which is that the major group is only the first letter of the code, and NTEE runs several characters deeper. I was curious whether drilling down would reveal that organizations follow mission-based patterns after all. I ran it at full depth, and they do not.

distinct NTEE subcodes across the 1,454 coded organizations in this study, a median of two organizations each. Only three subcodes reach 40 organizations at all, and every one of them still holds at least six of the seven archetypes.

P20, the human services code one level down from the category, holds all seven archetypes, and its largest archetype accounts for 22% against 18% for Human Services as a whole. For Christian congregations, X20, the subcode changes nothing at all: 49% Pioneer Pine at both levels. The extra characters describe the mission more exactly without describing the money any better.

None of this means the category tells you nothing. It does not determine which business model an organization ends up with, but it does seem to shape where the money comes from.


Median share of revenue from contributions, by mission category:

Fig. B  ·  Contributions and program revenue, by category

Category Contrib. Program rev.
Religion-Related · 9385%1%
Animal-Related · 7365%10%
Environment · 6353%2%
Crime and Legal · 4252%1%
Youth Development · 6748%8%
Philanthropy · 8445%0%
Arts and Culture · 12234%26%
Human Services · 17331%5%
Community Improvement · 6824%9%
Health Care · 9923%18%
Education · 8220%1%
Housing and Shelter · 9010%37%
Mental Health · 638%16%
Recreation and Sports · 825%54%
Median share of revenue from contributions and program service revenue, by NTEE major mission category. Housing and Shelter highlighted as the example discussed above. 1,454 organizations with both an NTEE code and an archetype assignment, twelve metros. Source: Segura Strategy Group | The Financial Forest

What we’re seeing here is an 80-point range, which is significant.

An animal rescue and a homeless shelter are not running the same fundraising operation. The rescue takes 65% of its revenue from contributions. The shelter takes 10%, and earns 37% from program revenue, which in housing typically means rent or reimbursement paid after the fact.

One thing this table is not. It is not a ranking of which causes people care about. Contribution share measures where revenue comes from, not public sympathy, and several of the categories at the bottom are funded through public systems precisely because the need is large and continuous enough that someone built a system for it.


Put this all together and the structure is:

The mission category does not fix the business model, but it shapes the strategy. A congregation leaning on fee-for-service revenue, or a rec league trying to run on individual gifts, is not attempting something impossible. It is taking the uphill route: the board will ask why the numbers do not look like the organization down the street, donors will not recognize a pitch built for a different funding pattern, and the operating rhythm will not match what most peers in the category already run. None of that is a wall. It is friction a different category would not carry, and it is easier to manage once someone has named it before a board meeting turns it into a question about leadership.

This is why “how do organizations like mine handle this” is a harder question than it sounds. Organizations like yours, in the sense the IRS means, includes several that solve a completely different money problem than you do.


If the mission category is not the useful comparison, the archetype is. That was the whole motivation when I started exploring solutions to flawed universal nonprofit benchmarking.

The fastest way to start working with this framework is the free Primer: ten pages, all seven archetypes, and how to read the signs your own filings are already showing. Get the Primer at thefinancialforest.com.

The Primer will get you to the right neighborhood. If you want the precise answer for your own organization rather than the general signs, reach out and I will help you work it out.

If you already know your archetype, the next question is who else shares it. A Cottonwood and a Juniper in the same mission category are not really competing for the same donor or the same grant. They are running different businesses that happen to serve the same population, which is a strange starting point for a rivalry and a decent one for a referral, a shared back-office arrangement, or a line of credit between two organizations that understand each other’s cash calendar better than a bank would.


A note on the method, for anyone who wants it: this summer’s expansion adds Knoxville and Anchorage, 1,648 organizations across 12 metros now, and the headline stress rate held at 40.8%, unchanged from the original 10-metro study. I also went looking for whether some archetypes run healthier than others inside a single mission category, and could not support it. The spreads that show up between archetypes within a category (twenty to forty points in places) do not survive a permutation test against chance, and the cells are small enough, 10 to 38 organizations, that a handful of organizations moving explains the whole gap. I would still like to know whether some mission categories are easier to raise money for through storytelling alone, independent of category, but a tax filing cannot answer that.


The study covers organizations that filed a full Form 990 in all three years, which in practice means roughly $200K in revenue and up. Organizations below that line, and organizations that closed or shrank out of the sample, are not in here. Because the organizations most likely to fall out of the data are those under the most strain, every rate in this study is best read as a floor.

NTEE codes are self-selected at incorporation and frequently never updated, so they are a rough instrument. That cuts in the same direction as the finding: the point is that the category label is weak.

194 organizations in the study have no usable NTEE code and are excluded from the category tables.

The full methodology is at thefinancialforest.com/research.

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Questions to sit with

For executive directors

Does your organization's mission category actually describe how you're funded, or are you running a business model that most of your NTEE peers don't share? Naming that gap before a board meeting turns it into a leadership question is worth the ten minutes.

For board members

When your board benchmarks against "organizations like ours," does that comparison group share your funding structure, or only your mission statement? Fourteen mission categories, and every one of them holds at least six of the seven financial models.

For funders and program officers

Does your grant sizing or reporting policy assume organizations filed under the same NTEE code are financially comparable? A shelter and a housing developer can sit two digits apart on the form and run completely different businesses.

Nicole

Forest Ranger

To ask clarifying questions or explore other Financial Forest findings, the Forest Ranger query tool is live at thefinancialforest.com.

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