Emburse

How often 10 AI models recommend Emburse, what they say about it, and who they recommend instead, on the 1 buying question where it came up.

Mention rate
37%of all answers on this question
Best standing
#11of 42 on Best expense management software
Buying questions
1where any model named it
Never named it
1of 10 models

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

  1. Claude Haiku 5.5100%
  2. Nemotron 3 Ultra75%
  3. GLM-5.367%
  4. Kimi K342%
  5. DeepSeek V4 Pro25%
  6. GPT-6 Luna17%
  7. MiniMax M317%
  8. Mistral Large 417%
  9. Gemini 4 Argon8%
  10. Qwen 3.8 Flash0%

Never named it: Qwen 3.8 Flash

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

What the models say

Each model's one-line reason for recommending it, from its first answer

Best expense management software 6
  • Claude Haiku 5.5Solid expense reporting and card programs for mid-market and enterprise buyers.
  • DeepSeek V4 ProDeep configurability, multi-level approvals, and strong policy enforcement for heavily regulated industries.
  • GLM-5.3Robust expense suite from Abacus-Ember.js-Chrome River merger; enterprise credibility.
  • Kimi K3Reliable mid-market solution with solid travel booking and expense workflows.
  • MiniMax M3Solid mid-market tool with policy enforcement features.
  • Nemotron 3 UltraFlexible suite (Chrome River, Certify, Abacus) covering mid-market to enterprise

Against the competition

Each question's products ranked by the share of all answers that named them, Emburse highlighted.

Mention rate by model and question

Share of each model's answers on the question that named it · Hover a cell for the count

QuestionClaude Haiku 5.5GPT-6 LunaGemini 4 ArgonQwen 3.8 FlashDeepSeek V4 ProGLM-5.3Kimi K3MiniMax M3Mistral Large 4Nemotron 3 Ultra
Best expense management software100178256742171775

Does the wording matter?

Share of answers that named it under each way of asking the question · Hover a cell for the exact wording

QuestionList requestBuyer asking for adviceSearch queryWorth paying for?
Best expense management software43206320

Head to head

Against the products named most often on the same questions

Other Emburse products: Emburse Certify

Work on Emburse? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.