| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Event management platforms | Marketing | 0% | 15 of 81 | 19% | 21 | accepted challenger | |
| Webinar and virtual event platforms | Marketing | 0% | 20 of 67 | 12% | 17 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 2 | 3 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 1 | 2 |
| Grok 4.1 Fast | 0 | 0 | 3 | 0 | 3 |
| Mistral Small | 0 | 0 | 3 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 3 | 3 | 0 | 6 |
| Llama 4 Maverick | 0 | 0 | 1 | 1 | 2 |
| Qwen 3.7 Flash | 1 | 1 | 2 | 1 | 5 |
| Kimi K2 | 1 | 0 | 2 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 3 | 0 | 3 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 1 | 2 |
Verbatim evidence the judge attached to positive labels.
“A leader in immersive experiences with AI-powered matchmaking and customizable 3D environments.” Qwen 3.7 Flash · Webinars · comparative prompt · first choice
“vFairs - praised for customer support and transparent pricing” Kimi K2 · Event management · negative prompt · first choice
“Look toward specialized enterprise tools like Cvent (though costly), Whova, or vFairs” Qwen 3.7 Flash · Event management · negative prompt · alternative
“vFairs has a 4.7/5 rating and is best for PM-guided full-cycle virtual and hybrid conferences.” Claude Haiku 4.5 · Event management · 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.
“Huntress security research found software flaws and misconfigurations in two of the top five virtual event platforms: ... VFairs.” Muse Glimmer 30B · Event management · negative prompt · hard negative
“vFairs — avoid or be cautious if you are running in-person events” Perplexity Sonar · Event management · negative prompt · hard negative
“vFairs has an attendee learning curve and a mobile app that is less polished than the desktop version.” Claude Haiku 4.5 · Event management · negative prompt · soft negative
“VFairs had vulnerabilities that allowed researchers to access other attendee profiles” Claude Haiku 4.5 · Webinars · negative prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 79 of the 83 answers that named vFairs and are not a share of its labels.
261 of the 298 domain citations in answers naming vFairs came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| News or press | 296 | 0 | 2026-05-11 | ||
| Blog | 257 | 0 | 2026-03-27 | ||
| Conference or event | 134 | 0 | 2026-05-14 | ||
| Webinar or virtual event | 106 | 0 | 2022-09-01 | ||
| Case study | 75 | 0 | 2025-12-17 | ||
| Podcast or video | 73 | 0 | 2025-03-10 | ||
| Report or ebook | 30 | 0 | 2026-02-24 | ||
| Comparison | 16 | 0 | 2026-04-09 | ||
| Glossary or explainer | 13 | 0 | 2026-02-27 | ||
| Template or tool | 3 | 0 | 2026-04-08 |
Every page vfairs.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
What vFairs's own pages state, read September 28, 2026: vfairs.com, vfairs.com/pricing, trust.vfairs.com, vfairs.com/features/festival-app, vfairs.com/customers. A claimed page can correct any of them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when vFairs's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as vFairs, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for vFairs by email, built from the raw record of the edition. It shows: