Index › HR › Products › Brigit · November 2026 Edition
2 categories · Ranked

Brigit

#74Best rank (mid-market)
10/14Models named it
1First choices
23Warnings
November 2026 Edition · all company sizes counted.
Ranked inEarned wage access #74 mid-marketFinancial wellness platforms #116
What AI models recommend in earned wage access

Read the same way at every company size.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Why models recommend it

No positive label carried a quote.

What gives them pause

“The FTC alleged deceptive advance promises and a hard-to-cancel membership; Brigit agreed to an $18 million settlement”GPT-6 Luna · Negative question · warning
“Frequently grouped in high-APR critiques (up to 1,456% in some analyses). Requires a monthly subscription”Grok 4.20 · Negative question · warning
“$600,000 settlement with Maryland Attorney General (2024) - Allegations of unlicensed lending”Kimi K2 · Negative question · warning
“$600,000 Maryland settlement for alleged unlicensed lending and deceptive practices”GLM 4.7 FlashX · Negative question · warning

Also on the shortlist

The products named in the same answers as Brigit, over the 25 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

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 Brigit 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 22 of the 25 answers that named Brigit and are not a share of its labels.

By model

How each model answered on Brigit across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00112
Perplexity Sonar00000
Grok 4.2000011
Mistral Small00000
DeepSeek V4 Flash00011
Llama 4 Maverick00000
Qwen 3.7 Flash00011
Kimi K200022
GLM 4.7 FlashX00011
MiniMax M2.500000
GPT-6 Luna00022
Muse Glimmer 30B00000