FreshBooks

How often 10 AI models recommend FreshBooks, what they say about it, and who they recommend instead, on the 2 buying questions where it came up.

Mention rate
53%of all answers on these questions
Best standing
#1of 35 on Best accounting software for small businesses
Buying questions
2where any model named it
Never named it
0of 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. MiniMax M375%
  2. Kimi K354%
  3. Claude Haiku 5.550%
  4. GPT-6 Luna50%
  5. Gemini 4 Argon50%
  6. Qwen 3.8 Flash50%
  7. DeepSeek V4 Pro50%
  8. GLM-5.350%
  9. Mistral Large 450%
  10. Nemotron 3 Ultra50%

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 accounting software for small businesses 10
  • Claude Haiku 5.5Very easy invoicing and time tracking, ideal for service-based freelancers and small firms.
  • GPT-6 LunaEspecially approachable for service businesses that prioritize invoicing and time tracking.
  • Gemini 4 ArgonBest-in-class invoicing and time tracking tailored specifically for service-based businesses and freelancers.
  • Qwen 3.8 FlashBest for invoicing-first freelancers and very small service firms.
  • DeepSeek V4 ProBest for service-based businesses with effortless invoicing and time tracking.
  • GLM-5.3Excellent for service businesses; best-in-class invoicing and time tracking.
  • Kimi K3Best invoicing and time-tracking for service businesses.
  • MiniMax M3Best invoicing experience and easy for non-accountants.
  • Mistral Large 4Ideal for freelancers and service businesses focused on invoicing.
  • Nemotron 3 UltraSimplest for service businesses, great invoicing and time tracking
Best expense management software 1
  • MiniMax M3Easy mobile receipt snap and email forwarding to expenses.

Against the competition

Each question's products ranked by the share of all answers that named them, FreshBooks 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 accounting software for small businesses100100100100100100100100100100
Best expense management software850

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 accounting software for small businesses100100100100
Best expense management software1013

Head to head

Against the products named most often on the same questions

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