Brand report · September 2026

Little Green Light: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about nonprofit fundraising & crm, Little Green Light ranks #2 of 15, a Visibility Score of 47 in Nonprofit Fundraising & CRM .

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

How AI sees Little Green Light

Strong nonprofit CRM contender, but rarely the opening bid.

Where it wins. Little Green Light earns a rank-2 position in Nonprofit Fundraising and CRM, appearing in 57% of relevant AI recommendations. That mention rate puts it firmly in the conversation alongside category stalwarts like Bloomerang and Salesforce.

Where it loses. A first-pick rate of only 6.9% means the models reach for it to fill out a list, not to lead one. It also disappears entirely when prompts frame the question as an enterprise choice or ask for a single definitive recommendation.

AI-generated analysis of the September 2026 measurements.

Nonprofit Fundraising & CRM · #2 of 15

47 / 100 ▲ 4 vs last month

57%

mention rate (72 answers)

3

avg. position

7%

first pick

9%

share of voice

ChatGPT

48

Claude

51

Gemini

41

How the models portray Little Green Light

Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).

76% 22%

endorsed · 95% band 61–86% listed caveated graded across 41 mentions in Nonprofit Fundraising & CRM answers

Prompt themes Little Green Light would want to own

Share of each theme's answers that mention Little Green Light. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Best overall

9/9

Startup & small team

9/9 · #1×5

Feature-led ask

9/9

Budget & alternatives

9/9

Top tools in 2026

3/9

Use-case fit

2/9

Enterprise pick

0/9

If you could pick one

0/9

Gaps Enterprise pick · If you could pick one

Most co-mentioned competitors

Share of Little Green Light's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

100%

54%

44%

44%

41%

37%

Head-to-head: Little Green Light vs Bloomerang

Scores are measured from real AI answers, refreshed monthly. Methodology.

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