| Category | Vertical | First choices | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Webinar and virtual event platforms | Marketing | 0% | 25 of 41 | 38% | 8 | under 10 labels · led by Goldcast at 41% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Opus 5 | 0 | 1 | 1 | 1 | 3 |
| Claude Opus 4.8 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Astra | 0 | 1 | 0 | 0 | 1 |
| GPT-5.6 Sol | 0 | 0 | 0 | 0 | 0 |
| 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.
“Bizzabo is the better fit, especially for B2B organizations that want stronger integrations” Perplexity Sonar Pro · Webinars · direct prompt · alternative
“leans into networking and experience, with Klik wearables driving contactless lead capture” Claude Opus 5 · Webinars · comparative prompt · alternative
“Bizzabo for broader event programs” GPT-6 Astra · 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.
“common for platforms like Hopin, vFairs, and Bizzabo ... Skip these tiers” Claude Opus 5 · Webinars · budget prompt · hard negative
“those are framed more as mid-to-enterprise options than the simplest fit for a mid-sized software company” Perplexity Sonar Pro · Webinars · paraphrase prompt · soft negative
“They are powerful but carry significant setup overhead.” Gemini 3.1 Pro · Webinars · scale 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 Bizzabo, 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.