1 category · RankedSchneider Electric EcoStruxure IT
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Data center infrastructure management | IT operations and endpoint | 0% | 14 of 103 | 20% | 25 | accepted challenger |
Movement
By model
How each model treated Schneider Electric EcoStruxure IT 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 | 1 | 0 | 1 | 2 |
| GPT-5.4 mini | 0 | 2 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 1 | 2 | 0 | 0 | 3 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.1 Fast | 1 | 1 | 0 | 1 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 3 | 0 | 0 | 3 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 1 | 3 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 1 | 0 | 2 |
| Muse Glimmer 30B | 1 | 0 | 0 | 1 | 2 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Choose Schneider EcoStruxure IT if your priority is managing physical facilities, power chains, and green energy compliance.” Gemini 3.5 Flash · DCIM · comparative prompt · first choice
“Prioritize active vendors like Schneider Electric EcoStruxure IT, Sunbird dcTrack, Nlyte/Carrier, or Device42” Grok 4.1 Fast · DCIM · negative prompt · first choice
“complete visibility and control for secure, resilient, and optimized IT infrastructure at scale” Muse Glimmer 30B · DCIM · comparative prompt · first choice
“A strong alternative if you have geographically distributed sites and want cloud-based, multi-vendor monitoring” GPT-6 Luna · DCIM · paraphrase prompt · alternative
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.
“often quoted in the six-figure range for mid-size deployments and best suited for shops heavily invested in Schneider/APC gear; otherwise, implementation quality can vary significantly” GLM 4.7 FlashX · DCIM · negative prompt · soft negative
“without the overwhelming complexity or high costs of enterprise-grade tools like Nlyte or Schneider Electric EcoStruxure IT” Grok 4.1 Fast · DCIM · paraphrase prompt · soft negative
“Limited support for third-party hardware, potentially restricting use in heterogeneous environments” Claude Haiku 4.5 · DCIM · negative prompt · soft negative
“Very high cost — mid-size deployments often start in the six figures annually.” DeepSeek V4 Flash · DCIM · negative prompt · soft negative
Named alongside
The products named in the same answers as Schneider Electric EcoStruxure IT, over the 82 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Schneider Electric EcoStruxure IT 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 81 of the 82 answers that named Schneider Electric EcoStruxure IT and are not a share of its labels.
Domains cited
338 of the 338 domain citations in answers naming Schneider Electric EcoStruxure IT came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
schneider-electric.com is not in Google's top ten for any of the category's searches. In the answers, Schneider Electric EcoStruxure IT takes 0% of first choices and Sunbird DCIM takes 27%.ShowHide
Search and answers
In search
Google, US estimates- Searches for its name, Google
- 20 a month (“schneider electric ecostruxure it”)
- AI search demand for its name, est.
- 17 a month
- Organic visits to its site
- about 11,715 a month
- Searches its site ranks for
- 4,248 · 90 in the top three
- Sites linking to it
- 18,125
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This edition- First choices
- 9 across its categories
- Named in
- 82 answers
- Its own site cited
- in 81 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.
Names read as Schneider Electric EcoStruxure IT
Follow Schneider Electric EcoStruxure IT
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.
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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 Schneider Electric EcoStruxure IT'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 Schneider Electric EcoStruxure IT, 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 Schneider Electric EcoStruxure IT by email, built from the raw record of the edition. It shows:
- where Schneider Electric EcoStruxure IT 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 Schneider Electric EcoStruxure IT, 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.