| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Business phone systems | IT operations and endpoint | 2% | 10 of 75 | 13% | 15 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 1 | 0 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 3 | 0 | 0 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 1 | 2 |
| Kimi K2 | 0 | 2 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“or Ooma Office if you want a more complete small-business phone system at a low price” Perplexity Sonar · Business phones · budget prompt · first choice
“Ooma: Unlimited North America calls, virtual receptionist, ring groups. 4.5/5 ratings for budget basics.” Grok 4.1 Fast · Business phones · budget prompt · alternative
“a great fit for budget-conscious small businesses that need a straightforward VoIP service” Claude Haiku 4.5 · Business phones · budget prompt · alternative
“No-contract flat-rate option: Ooma Office Essentials is $19.95/user/mo flat, no contract” Muse Glimmer 30B · Business phones · budget 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.
“Ooma has earned a relatively low rating due to recurring issues... Only consider if you have very basic needs and minimal scaling requirements.” Qwen 3.7 Flash · Business phones · negative prompt · hard negative
“Why to avoid: - Poor reliability: Frequent dropped calls, garbled voice, and unexpected disconnects” GLM 4.7 FlashX · Business phones · negative prompt · hard negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 35 of the 38 answers that named Ooma Office and are not a share of its labels.
160 of the 160 domain citations in answers naming Ooma Office 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 | 801 | 28 | 2026-09-22 | ||
| News or press | 294 | 6 | 2026-09-15 | ||
| Conference or event | 107 | 1 | 2026-08-20 | ||
| Glossary or explainer | 64 | 1 | 2026-08-13 | ||
| Comparison | 36 | 3 | 2026-09-15 | ||
| Case study | 15 | undated | |||
| Report or ebook | 10 | 0 | 2026-01-25 | ||
| Template or tool | 7 | 1 | 2026-07-30 | ||
| Webinar or virtual event | 4 | 0 | 2026-01-25 |
Every page ooma.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 Ooma Office's own pages state, read October 5, 2026: ooma.com, ooma.com/home-phone/plans, ooma.com/business/airdial-pots-line-replacement/compliance, ooma.com/home-security/features, ooma.com/business/case-studies. 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 Ooma Office'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 Ooma Office, 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 Ooma Office by email, built from the raw record of the edition. It shows: