| Category | Vertical | First choices | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Customer support and helpdesk | Customer | 0% | 9 of 35 | 20% | 15 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Opus 5 | 0 | 1 | 0 | 1 | 2 |
| Claude Opus 4.8 | 0 | 2 | 1 | 0 | 3 |
| GPT-6 Astra | 0 | 1 | 1 | 0 | 2 |
| GPT-5.6 Sol | 0 | 1 | 0 | 2 | 3 |
| Gemini 3.1 Pro | 0 | 2 | 1 | 0 | 3 |
| Perplexity Sonar Pro | 0 | 2 | 0 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Safe, modern alternatives for standard support often include platforms like Help Scout (for simple email/live chat)” Gemini 3.1 Pro · Helpdesk · negative prompt · alternative
“Help Scout is a good fit if you want a clean, lightweight support experience with strong collaboration” Perplexity Sonar Pro · Helpdesk · paraphrase prompt · alternative
“$0 for up to 5 users | Low-volume support managed through one shared inbox.” GPT-6 Astra · Helpdesk · budget prompt · alternative
“Best for Email-Heavy / Human-Centric Support: Help Scout” Gemini 3.1 Pro · Helpdesk · budget prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Help Scout switched to contact-based pricing — great if you have 8 agents and few customers, terrible if you're high-volume B2C” Claude Opus 5 · Helpdesk · budget prompt · soft negative
“its user-based Standard plan is around $25 per user monthly, making it less attractive on a strict budget” GPT-5.6 Sol · Helpdesk · budget prompt · soft negative
“Model Intercom, Zendesk, Gorgias and Help Scout AI charges against actual monthly conversations” GPT-5.6 Sol · Helpdesk · negative prompt · soft negative
Claiming is free and changes nothing in the data. A claimed page gets a verified contact who is told when each edition publishes; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Help Scout, applied by version and listed in the change log; and a logo and one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or quadrants, any preview, or any say over which quotes appear. Sponsorship is separate: a sponsor funds categories or buyer dimensions and is named on what it funded, and the rules are the same for every sponsor.