| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Webinar and virtual event platforms | Marketing | 2% | 15 of 67 | 31% | 16 | criticized challenger | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Contact center platforms | Customer | 0% | 71 of 86 | 100% | 1 | under 10 labels · led by Five9 at 18% | |
| Customer education and LMS | Customer | 0% | 56 of 86 | 0% | 1 | under 10 labels · led by LearnUpon at 26% | newNew since September 2026: not ranked then, 0% now. |
| In-app messaging and customer communications | Customer | 0% | 64 of 105 | 0% | 1 | under 10 labels · led by Intercom at 21% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Territory and quota planning | Revenue operations | 0% | 119 of 123 | 100% | 1 | under 10 labels · led by CaptivateIQ Planning at 36% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Webinars | 0% | 2% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 17 → 15 of 67 |
| Contact center | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 71 of 86, unchanged |
| Customer education | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 56 of 86, unchanged |
| In-app messaging | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 56 → 64 of 105 |
| Territory planning | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 119 of 123, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 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. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 1 | 0 | 0 | 1 | 2 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 1 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.1 Fast | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 1 | 2 | 1 | 4 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 1 | 2 | 0 | 3 |
| GPT-6 Luna | 0 | 0 | 2 | 0 | 2 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“the best value is usually Microsoft Teams events if you already pay for Microsoft 365” GPT-5.4 mini · Webinars · budget prompt · first choice
“If your company of 500 is already built on Microsoft 365 or Zoom, utilizing your existing ecosystem is cost-effective and highly secure.” Gemini 3.5 Flash · Webinars · scale prompt · alternative
“If your company is already in the Microsoft 365 ecosystem, Teams Webinars integrates seamlessly” Mistral Small · Webinars · paraphrase prompt · alternative
“3. Microsoft Teams Live Events (Best for existing Microsoft 365 users)” MiniMax M2.5 · Webinars · paraphrase 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.
“Described as "cluttered and disorganized," making it hard to locate controls” Kimi K2 · Webinars · negative prompt · hard negative
“Avoid using Slack, Teams, or generic chat apps as your planning platform.” GLM 4.7 FlashX · Territory planning · negative prompt · hard negative
“GoToWebinar, Webex, and Teams are "reliable broadcasters" but criticized for no-download limits, poor funnels/analytics” Grok 4.1 Fast · Webinars · negative prompt · soft negative
“Teams / other meeting-first tools when you need webinar features rather than meetings” Perplexity Sonar · 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 63 of the 76 answers that named Microsoft Teams and are not a share of its labels.
132 of the 132 domain citations in answers naming Microsoft Teams 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.
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.
Fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn · Crunchbase
What Microsoft Teams's own pages state, read September 28, 2026: microsoft.com, microsoft.com/cs-cz/dynamics-365/pricing-overview, trust.microsoft.com, microsoft.com/cs-cz/dynamics-365/solutions/ai, microsoft.com/cs-cz/isv/marketplace. 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 Microsoft Teams'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 Microsoft Teams, 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 Microsoft Teams by email, built from the raw record of the edition. It shows: