NationBuilder
–Too few to rank
1/14Models named it
0First choices
1Warnings
November 2026 Edition · all company sizes counted.
What AI models recommend
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. NationBuilder has 1.
Why models recommend it
No positive label carried a quote.
What gives them pause
“Political Engagement Platforms (e.g., NationBuilder) ... Research has identified concerning uses including: Mobilization tools for hate groups”Kimi K2 · Negative question · warning
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
The sites and pages the answers that named NationBuilder came back with. A fact about retrieval, not a cause of the answer.
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 1 of the 1 answers that named NationBuilder and are not a share of its labels.
Domains cited
akumina.com1
boost-social-media.com1
builder.aws.com1
cisa.gov1
engagedly.com1
epistic.net1
f-secure.com1
fticonsulting.com1
gaminghq.eu1
group.teamlease.com1
No domain is on file for NationBuilder, so its own site is not marked.
Pages cited
Pages are listed as the models cited them.
By model
How each model answered on NationBuilder across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |