| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Telecom expense management | Spend and procurement | 2% | 11 of 89 | 34% | 32 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 2 | 1 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 3 | 0 | 1 | 4 |
| Perplexity Sonar | 0 | 0 | 1 | 2 | 3 |
| Grok 4.1 Fast | 1 | 0 | 0 | 0 | 1 |
| Mistral Small | 1 | 0 | 1 | 2 | 4 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 2 | 4 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 3 | 0 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 1 | 0 | 0 | 1 | 2 |
| Muse Glimmer 30B | 0 | 1 | 0 | 3 | 4 |
Verbatim evidence the judge attached to positive labels.
“Sakon stands out for its ability to pay vendors directly and automate the entire billing workflow” Mistral Small · Telecom expense mgmt · comparative prompt · first choice
“Start with vCom or Sakon if you're mid-market B2B with moderate telecom complexity” Grok 4.1 Fast · Telecom expense mgmt · direct prompt · first choice
“Start with Tangoe, Calero, Sakon, and Cimpl for a broad enterprise TEM comparison” GPT-6 Luna · Telecom expense mgmt · comparative prompt · first choice
“Sakon excels at managing "mobility as a service" for enterprises with thousands of corporate mobile devices” Gemini 3.5 Flash · Telecom expense mgmt · 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.
“What to Avoid for Mid-Market” DeepSeek V4 Flash · Telecom expense mgmt · direct prompt · hard negative
“Caution: While Sakon offers native integration with ServiceNow, it is less widely adopted and may not have the same level of scalability or support” Mistral Small · Telecom expense mgmt · negative prompt · soft negative
“AI-driven multi-cloud, telecom and mobility expense tracking with high Gartner ratings, but: "Cons: The steep learning curve for new users."” Muse Glimmer 30B · Telecom expense mgmt · negative prompt · soft negative
“other TEMs [namely Calero, Sakon, and Tangoe] are only feasible for mid-large enterprises” Muse Glimmer 30B · Telecom expense mgmt · direct 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 93 of the 95 answers that named Sakon and are not a share of its labels.
374 of the 374 domain citations in answers naming Sakon 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 | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 19 | undated | Expense management | ||
| Case study | 12 | 0 | 2025-07-17 | ||
| News or press | 3 | undated | |||
| Report or ebook | 2 | undated | |||
| Glossary or explainer | 1 | undated | Expense management, Telecom expense mgmt | ||
| Podcast or video | 1 | 0 | 2025-07-17 |
Every page sakon.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. Read October 5, 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 Sakon's own pages state, read October 5, 2026: sakon.com, sakon.com/telecom/platform. 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 Sakon'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 Sakon, 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 Sakon by email, built from the raw record of the edition. It shows: