| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Business phone systems | IT operations and endpoint | 0% | 20 of 75 | 27% | 15 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 0 | 1 | 0 | 1 |
| Mistral Small | 0 | 1 | 1 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 1 | 1 | 0 | 2 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Vonage is a more cost-effective option for smaller teams or those with simpler needs, but it may require add-ons for full functionality” Mistral Small · Business phones · paraphrase prompt · alternative
“Vonage Business / Nextiva: Alternative cloud options, often competitive on price.” Kimi K2 · Business phones · scale prompt · alternative
“Want to tailor the system with APIs? Pick Vonage.” Perplexity Sonar · Business phones · comparative prompt · alternative
“Other options include JustCall, Vonage, and Zoom Phone” Llama 4 Maverick · Business phones · direct 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.
“Providers to Avoid or Be Cautious About ... Vonage Business - Issues: Poor customer support with long hold times” Kimi K2 · Business phones · negative prompt · hard negative
“the Federal Trade Commission (FTC) famously sued Vonage, securing a $100 million settlement for making it intentionally difficult and costly for customers to cancel” Gemini 3.5 Flash · Business phones · negative prompt · soft negative
“many standard features ... are often only available as paid add-ons. This can lead to unexpected costs and frustration” Mistral Small · Business phones · negative prompt · soft negative
“Reliable but weaker AI and integration story” DeepSeek V4 Flash · Business phones · scale 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 26 of the 36 answers that named Vonage and are not a share of its labels.
109 of the 109 domain citations in answers naming Vonage came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 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 |
|---|---|---|---|---|---|
| Blog | 659 | undated | |||
| News or press | 492 | undated | |||
| Case study | 159 | undated | |||
| Conference or event | 126 | undated | |||
| Glossary or explainer | 37 | undated | |||
| Comparison | 15 | undated | |||
| Webinar or virtual event | 14 | undated | |||
| Report or ebook | 14 | undated | |||
| Podcast or video | 11 | undated | |||
| Template or tool | 1 | undated |
Every page vonage.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 Vonage's own pages state, read October 5, 2026: vonage.com, vonage.com/pricing, vonage.com/security, vonage.com/solutions/education, vonage.com/blog/category/customer-stories. 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 Vonage'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 Vonage, 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 Vonage by email, built from the raw record of the edition. It shows: