IT AI Index

Index › Products › EkkoSense · October 2026 Edition

1 category · Named, not ranked

EkkoSense

13Judge labels

0First choices

1Negative labels

7 / 14Models named it

1Category

October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.

Standing

4 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. EkkoSense was named 4 times in DCIM, where Sunbird DCIM led with 27%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business66 of 71

under the label threshold

Mid-market18 of 103

under the label threshold

Enterprise20 of 90

under the label threshold

In dcim · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named EkkoSense for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant	Since September 2026
Data center infrastructure management	IT operations and endpoint	0%	18 of 103	0%	4	under 10 labels · led by Sunbird DCIM at 27%

Movement

This is the first edition on this tier, so no move can be computed for EkkoSense yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated EkkoSense across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	Alternative	Mention	Labels
Claude Haiku 4.5	0	0	0
GPT-5.4 mini	0	0	0
Gemini 3.5 Flash	1	0	1
Perplexity Sonar	0	0	0
Grok 4.1 Fast	0	0	0
Mistral Small	0	0	0
DeepSeek V4 Flash	0	0	0
Llama 4 Maverick	0	0	0
Qwen 3.7 Flash	0	0	0
Kimi K2	1	0	1
GLM 4.7 FlashX	0	0	0
MiniMax M2.5	0	0	0
GPT-6 Luna	0	1	1
Muse Glimmer 30B	0	1	1

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct2 labelsNone

Paraphrase1 labelNone

Comparative6 labelsNone

Budget-constrained0 labelsNone

Scale-constrained0 labelsNone

Negative4 labelsNone

First choiceAlternativeMentionNegative13 labels in all, every segment counted; 0 of the 0 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“Choose EkkoSense if your biggest bottleneck is high density thermal management” Gemini 3.5 Flash · DCIM · comparative prompt · alternative

“Current viable platforms (as of 2024-2026): ... EkkoSense” Kimi K2 · DCIM · negative 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.

No model argued against it.

Named alongside

The products named in the same answers as EkkoSense, over the 13 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and EkkoSense was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Schneider Electric EcoStruxure IT12 of 136Not among the top eight

Nlyte DCIM10 of 130Not among the top eight

Hyperview9 of 130Not among the top eight

Sunbird dcTrack7 of 132Not among the top eight

Eaton Brightlayer7 of 130Not among the top eight

FNT Command7 of 130Not among the top eight

Device426 of 130Not among the top eight

Vertiv Trellis6 of 130Not among the top eight

NetBox3 of 131Not among the top eight

Nlyte – now Carrier Global3 of 130Not among the top eight

A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named EkkoSense. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 13 of the 13 answers that named EkkoSense and are not a share of its labels.

Domains cited

reliamag.com10

dcgeeks.com9

virima.com8

motadata.com7

techtarget.com7

gartner.com6

sisgain.com6

g2.com5

gitnux.org5

worldmetrics.org5

Sixty-eight of the sixty-eight domain citations in answers naming EkkoSense came from somebody else's page.

Pages cited

reliamag.com/guides/best-dcim-software10

dcgeeks.com/dcim-software-guide9

virima.com/blog/best-dcim-software8

motadata.com/blog/data-center-infrastructure-management-tools7

techtarget.com/it-infrastructure/feature/Top-data-center-infrastructure-management-softwar7

gartner.com/reviews/market/data-center-infrastructure-management-tools6

sisgain.com/blogs/data-center-infrastructure-management-dcim-guide6

gitnux.org/best/dcim-software5

Pages are listed as the models cited them.

Search and answers

ekkosense.com is not in Google's top ten for any of the category's searches. In the answers, EkkoSense takes 0% of first choices and Sunbird DCIM takes 27%.

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In search

Google, US estimates

Position for “dcim tool”

–

not in the top ten

Position for “dcim tools”

–

not in the top ten

Searches for its name, Google: 170 a month (“ekkosense”)
AI search demand for its name, est.: 1 a month
Organic visits to its site: about 117 a month
Searches its site ranks for: 82 · 2 in the top three
Sites linking to it: 750
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

28 ads · 26 text, 1 image, 1 video · 0 shown in the last 30 days

First shown January 2025, as EkkoSense Ltd, verified. Ads started 2025-11 to 2026-10: 2 in the year, 26 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

rank 18 of 103 in DCIM

Segment leader

27%

Sunbird DCIM

First choices: 0 across its categories
Named in: 13 answers
Its own site cited: in 13 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

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Addresses on ekkosense.com

338

subdomains included

Content

289

counted in the table below

Documentation

Product · Integration

0 · 0

Kind	Pages	Last 90 days	Categories named
Blog	247	undated	DCIM, Colocation
Case study	15	undated	DCIM
Report or ebook	13	undated	DCIM
Podcast or video	10	undated	DCIM
Glossary or explainer	2	undated
Conference or event	1	undated
Comparison	1	undated	DCIM

How it is countedHide how it is counted

Every page ekkosense.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 October 5, 2026.

Names read as EkkoSense

What the judge wrote, as written, with how often. The vendor table decides that these count as EkkoSense; a claim can dispute any of them.

EkkoSense (EkkoSoft Critical) 1

Follow EkkoSense

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

EkkoSense is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: Data Center Operations Intelligence (DCOI) Platform
ekkosense.com
For: everyone on your team
ekkosense.com
Free plan or trial: free demonstration ekkosense.com/resources/case-studies
Customers named: Everest DigitalBulk InfrastructureTelefonicaWestern Sydney Local Health DistrictAfrica Data Centres
Not stated on the pages read: Price, starting price, integrations, certifications, hosting

What EkkoSense's own pages state, read October 5, 2026: ekkosense.com, ekkosense.com/resources/case-studies. A claimed page can correct any of them.

Is this your product?

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 EkkoSense'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 EkkoSense, 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 EkkoSense by email, built from the raw record of the edition. It shows:

where EkkoSense 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 EkkoSense, 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.