Best expense management software
42 products named in 120 answers across 4 wordings
In nearly every answer
Contested
Emburse Certify
By Emburse
How often 10 AI models recommend Emburse Certify, what they say about it, and who they recommend instead, on the 1 buying question where it came up.
- Mention rate
- 14%of all answers on this question
- Best standing
- #16of 42 on Best expense management software
- Buying questions
- 1where any model named it
- Never named it
- 2of 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
Never named it: Claude Haiku 5.5 GPT-6 Luna
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 1
- DeepSeek V4 Pro
Strong policy enforcement and deep ERP integrations for mid-market.
Against the competition
Each question's products ranked by the share of all answers that named them, Emburse Certify 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
| Question | Claude Haiku 5.5 | GPT-6 Luna | Gemini 4 Argon | Qwen 3.8 Flash | DeepSeek V4 Pro | GLM-5.3 | Kimi K3 | MiniMax M3 | Mistral Large 4 | Nemotron 3 Ultra |
|---|---|---|---|---|---|---|---|---|---|---|
| Best expense management software | 8 | 8 | 50 | 17 | 17 | 8 | 17 | 17 |
Does the wording matter?
Share of answers that named it under each way of asking the question · Hover a cell for the exact wording
| Question | List request | Buyer asking for advice | Search query | Worth paying for? |
|---|---|---|---|---|
| Best expense management software | 10 | 47 |
Head to head
Against the products named most often on the same questions
Other Emburse products: Emburse
Work on Emburse Certify? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.