| Category | Vertical | First choices | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Webinar and virtual event platforms | Marketing | 0% | 14 of 41 | 33% | 15 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Opus 5 | 0 | 0 | 4 | 1 | 5 |
| Claude Opus 4.8 | 0 | 3 | 1 | 1 | 5 |
| GPT-6 Astra | 0 | 0 | 0 | 0 | 0 |
| GPT-5.6 Sol | 0 | 1 | 0 | 1 | 2 |
| Gemini 3.1 Pro | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar Pro | 0 | 1 | 0 | 1 | 2 |
Verbatim evidence the judge attached to positive labels.
“more affordable and simpler to run. It's reliable and widely adopted, but analytics and interactivity are more basic” Claude Opus 4.8 · Webinars · paraphrase prompt · alternative
“GoTo Webinar is a long-trusted platform for hosting professional online events” Claude Opus 4.8 · Webinars · comparative prompt · alternative
“A reliable, straightforward, budget-friendly workhorse for standard webinars” Claude Opus 4.8 · Webinars · direct prompt · alternative
“Choose GoTo Webinar if you want a traditional, dependable webinar tool.” Perplexity Sonar Pro · Webinars · comparative 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.
“criticized in one review as too expensive for what it offers” Perplexity Sonar Pro · Webinars · negative prompt · hard negative
“recent reviews still report limited customization, less-modern controls and occasional audio/video or support problems” GPT-5.6 Sol · Webinars · negative prompt · soft negative
“More established/enterprise-leaning, reliable but generally pricier than the above” Claude Opus 4.8 · Webinars · budget prompt · soft negative
“GoToWebinar is increasingly cited by users as feeling clunky and dated” Gemini 3.1 Pro · Webinars · 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 GoTo Webinar, 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.