Best help desk software
20 products named in 120 answers across 4 wordings
In nearly every answer
Contested
How often 10 AI models recommend Help Scout, what they say about it, and who they recommend instead, on the 2 buying questions where it came up.
Share of each model's answers that named it, at any position · The black tick marks the panel average
Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.
Each model's one-line reason for recommending it, from its first answer
Clean shared inbox design that feels personal and works well for email-first support.
Particularly strong for human, email-focused support with a clean shared inbox.
Clean, email-like shared inbox experience that prioritizes personalized, human-centric customer service.
Simple, human-feeling help desk loved by small teams.
Clean, email-first design with no customer-facing branding; ideal for small teams.
Simple, polished, email-first tool loved by small teams and SaaS support.
Clean, human-centered support inbox ideal for small to midsize teams.
Ideal for SMBs, clean email-first interface
Clean, email-centric design perfect for small teams prioritizing personal touch.
Clean shared inbox, knowledge base, great for email-centric teams
Incredibly simple, fast-to-deploy help center software paired with customer support workflows.
Each question's products ranked by the share of all answers that named them, Help Scout highlighted.
20 products named in 120 answers across 4 wordings
In nearly every answer
Contested
38 products named in 120 answers across 4 wordings
In nearly every answer
Contested
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 help desk software | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 |
| Best team knowledge base tools | 25 | 17 | 8 |
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 help desk software | 100 | 100 | 100 | 100 |
| Best team knowledge base tools | 20 |
Against the products named most often on the same questions
Work on Help Scout? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.