25% of first choices, contested.
The floor is 12 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. How the floor is measured
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
“Avoid this. It is highly prone to disruptions, screen-sharing hijackings” Gemini 3.5 Flash, negative prompt
“Contains high or critical access control vulnerabilities (research showed attackers could easily become a host)” GLM 4.7 FlashX, negative prompt
“Caution Level: High (For stability and cost)... frequently criticized for failing to keep up with modern needs.” DeepSeek V4 Flash, negative prompt
“What to Avoid **ON24** ... it's typically too expensive and heavy for a mid-sized company” DeepSeek V4 Flash, paraphrase prompt
78 of 84 answers in this category came back with a source list, from 14 of 6 models: citations where the model returns them, or the search results it consulted. 1019 links across 223 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 36 answers across every segment cited this index's own page for the category.
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Livestorm livestorm.co | 25% | 133 | 1,600 | 23 | 124,272 | 0 | 8 | |
| Demio demio.com | 13% | 100 | 3,600 | 236 | 3,294 | 1 | ||
| Zoom zoom.com Zoom Webinars 10% | 10% | 209 | 3,350,000 | 120,299 | 2,795,648 company | $4,064 | 47 | |
| Goldcast goldcast.io | 10% | 75 | 4,400 | 42 | 6,549 | 24 | 7 | |
| GoTo goto.com GoTo Webinar 8% | 8% | 96 | 2,900 | 199 | 503,681 | $549 | 59 | 8 |
| Zoho parent site Zoho Webinar 8% | 8% | 39 | 590 | 6 | ||||
| Airmeet airmeet.com | 3% | 42 | 720 | 12 | 8,585 | 23 | ||
| ClickMeeting clickmeeting.com | 3% | 22 | 18,100 | 5 | 8,016 | 36 | 5 | |
| EasyWebinar easywebinar.com | 3% | 32 | 390 | 0 | 5,467 | 1 | ||
| WebinarJam webinarjam.com | 3% | 51 | 3,600 | 87 | 2,043 | 8 |
Google's top ten for the two searches hold 13 sites; 4 of them are among the sites the models cited here (learn.g2.com, livestorm.co, remo.co, webinarninja.com). The first result for “best webinar and virtual event platform” is peoplemanagingpeople.com.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|
Flips between the edition run and its calibration repeat. Six prompts per model is a small sample; the index-wide floor is the number to trust.
ShowHideEvery judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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