1 category · Named, not rankedCalero MDS TEM
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Telecom expense management | Spend and procurement | 0% | 36 of 89 | 0% | 1 | under 10 labels · led by Genuity at 19% |
Movement
By model
How each model treated Calero MDS TEM across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Calero and Sakon are ideal for large enterprises with complex, global telecom environments” Mistral Small · Telecom expense mgmt · comparative prompt · first choice
And against it
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.
Named alongside
The products named in the same answers as Calero MDS TEM, over the 1 answer that named it. Took the first choice instead counts the answers where the other product was the first choice and Calero MDS TEM was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 1 of the 1 answers that named Calero MDS TEM and are not a share of its labels.
Domains cited
Eight of the ten domain citations in answers naming Calero MDS TEM came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
calero.com is not in Google's top ten for any of the category's searches. In the answers, Calero MDS TEM takes 0% of first choices and Genuity takes 19%.ShowHide
Search and answers
In search
Google, US estimates- Organic visits to its site
- about 1,930 a month
- Searches its site ranks for
- 401 · 28 in the top three
- Sites linking to it
- 1,068
- Paid Google search
- 6 searches its ads show for, about 281 clicks and $4,743 a month (estimate)
In answers
This edition- First choices
- 0 across its categories
- Named in
- 1 answers
- Its own site cited
- in 1 of the answers that named it
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.
What it publishes
ShowHide
What it publishes
ShowHide| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 329 | 5 | 2026-09-29 | Expense management, Telecom expense mgmt | |
| Conference or event | 22 | 0 | 2025-08-14 | ||
| Report or ebook | 19 | 1 | 2026-08-08 | ||
| Webinar or virtual event | 17 | 0 | 2026-03-18 | ||
| Glossary or explainer | 10 | 2 | 2026-09-02 | Expense management, Telecom expense mgmt | |
| Comparison | 8 | 0 | 2023-03-20 | Expense management | |
| Case study | 6 | 5 | 2026-08-08 | ||
| Podcast or video | 6 | 1 | 2026-08-07 | ||
| News or press | 3 | 1 | 2026-09-16 | ||
| Template or tool | 1 | 0 | 2024-01-11 |
Most recent
- 2026-09-29Why network spend is increasing and how telecom expense management can help blog
- 2026-09-16Calero extends saas management platform to ai consumption costs and adoption news or press
- 2026-09-16Calero extends saas management platform to ai consumption costs and adoption blog
- 2026-09-09The top challenges of implementing enterprise mobility and how cope solves them blog
- 2026-09-02What is cope in cyber security how security leaders are rethinking mobile access glossary or explainer
- 2026-08-26What is cyod 5 reasons companies are moving beyond byod glossary or explainer
How it is countedHide how it is counted
Every page calero.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. Of its titles that name a category, most name expense management (28); 4 name the category the models place it in. 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 October 5, 2026.
Follow Calero MDS TEM
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.
The company
Calero MDS TEM is its own company.ShowHide
The company
In its own words
Stated by the vendor, not checked- Positioning
- Simplify complex environments with automated invoice processing, expense optimization, contract oversight, and centralized cost control.
- For
- IT, Finance, Procurement, Operations
- Certifications
- ISO 27001:2022ISO 27701:2019SOC2 Type II
- Customers named
- Avery DennisonTTECValmontHenry Ford Health SystemsScottish GovernmentHenry Schein
- Not stated on the pages read
- Price, starting price, free plan or trial, integrations, hosting
What Calero MDS TEM's own pages state, read October 6, 2026: calero.com, calero.com/security, calero.com/why-calero/platform-unification, calero.com/media-type/case-studies. A claimed page can correct any of them.
Claim this page
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 Calero MDS TEM'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 Calero MDS TEM, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Calero MDS TEM by email, built from the raw record of the edition. It shows:
- where Calero MDS TEM is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Calero MDS TEM, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.