Startup & small team · Prompt 4 of 8 · September 2026

A real buyer question from the September 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.

“Which donor management software is best for a small grassroots nonprofit on a budget?”

ChatGPT answered 3× this snapshot

For a small grassroots nonprofit on a budget, the best donor management software is usually one of these, depending on your priorities: Best overall budget choice: Little Green Light Affordable for small nonprofits Strong donor tracking and reporting Good email and acknowledgments Built specifically for small-to-midsize nonprofits Less expensive than bigger platforms like Salesforce or Bloomerang Best if: you want a…

Named across its answers: 1. Little Green Light2. Bloomerang3. Donorbox4. Salesforce5. Zeffy

Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.

Little Green Light dominates completely, appearing in all 9 answers with an average position of 1.8 and leading 5 times, while Bloomerang trails as a consistent but lower-ranked presence at an average position of 3.1. The absence of DonorPerfect and Blackbaud Raiser's Edge NXT despite their category rankings confirms AI models are filtering toward budget-fit signals, not overall brand size.

AI-generated read of the September 2026 measurements.

Who wins this question

Contested Consensus

All three models name Little Green Light, Bloomerang and Donorbox on this question.

ChatGPT

Claude

Gemini mentioned · first · avg. pos

Little Green Light 111211333 9/9 · 5× first · #1.8

Bloomerang 423122455 9/9 · 1× first · #3.1

Zeffy 22111 5/9 · 3× first · #1.4

Donorbox 33534 5/9 · never first · #3.6

Salesforce 67439 5/9 · never first · #5.8

Givebutter 222 3/9 · never first · #2

CiviCRM 454 3/9 · never first · #4.3

Airtable 545 3/9 · never first · #4.7

Mailchimp 56 2/9 · never first · #5.5

QuickBooks 67 2/9 · never first · #6.5

Neon CRM 59 2/9 · never first · #7

Blackbaud 78 2/9 · never first · #7.5

Each square is one collected answer; the number is the brand's position in that answer. Lime = the very first recommendation. Unlinked brands were named by the models here but sit outside this category's published top 15 overall. Showing the top 12 of 18 brands named at least once. Never mentioned here: DonorPerfect, Blackbaud Raiser's Edge NXT, Virtuous, Classy, Kindful, Salesforce Nonprofit Cloud.