Every category where a model named Semarchy xDM 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
Master data management	Data platform	17%	2 of 92	2%	54	accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Semarchy xDM 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 Semarchy xDM across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	First choice	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	1	1	1	0	3
GPT-5.4 mini	0	3	1	0	4
Gemini 3.5 Flash	1	4	0	0	5
Perplexity Sonar	0	2	1	0	3
Grok 4.1 Fast	0	3	1	0	4
Mistral Small	2	2	0	0	4
DeepSeek V4 Flash	2	2	0	0	4
Llama 4 Maverick	0	0	4	0	4
Qwen 3.7 Flash	0	3	0	0	3
Kimi K2	1	4	0	0	5
GLM 4.7 FlashX	0	5	0	1	6
MiniMax M2.5	2	1	0	0	3
GPT-6 Luna	1	1	0	0	2
Muse Glimmer 30B	0	2	2	0	4

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

Direct31 labels8

Paraphrase24 labels3

Comparative34 labels2not counted in share

Budget-constrained21 labels4

Scale-constrained19 labels4

Negative20 labels1not counted in share

First choiceAlternativeMentionNegative149 labels in all, every segment counted; 19 of the 22 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.

“I'd start with Semarchy xDM as the default endpoint — it balances flexibility, speed of deployment, and mid-market pricing better than most” DeepSeek V4 Flash · Master data · direct prompt · first choice

“Profisee and Semarchy are the best MDM platforms due to their scalability, domain flexibility, and strong mid-market focus.” Mistral Small · Master data · direct prompt · first choice

“Profisee and Semarchy xDM are frequently recommended for balancing capability with implementation speed and cost.” Kimi K2 · Master data · scale prompt · first choice

“Profisee and Semarchy xDM offer affordable, user-friendly MDM solutions that scale as your business grows” Claude Haiku 4.5 · Master data · budget 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.

“Semarchy users, for example, have reported “user experience challenges, particularly for non‑technical users navigating the platform.”” GLM 4.7 FlashX · Master data · negative prompt · soft negative

Named alongside

The products named in the same answers as Semarchy xDM, over the 149 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Semarchy xDM was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Profisee MDM117 of 14939Compare →

Informatica MDM112 of 14929Compare →

Reltio83 of 1493Compare →

SAP Master Data Governance67 of 1491Not among the top eight

Stibo Systems STEP65 of 1492Not among the top eight

Pimcore51 of 14911Compare →

Ataccama ONE47 of 1491Compare →

AtroCore MDM37 of 14911Compare →

IBM InfoSphere MDM30 of 1490Not among the top eight

IBM InfoSphere28 of 1490Not 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 Semarchy xDM. 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 141 of the 149 answers that named Semarchy xDM and are not a share of its labels.

Domains cited

atrocore.com83

semarchy.comYour site69

profisee.com62

fanruan.com58

guideflow.com53

ovaledge.com51

ciopages.com49

larksuite.com44

g2.com43

gartner.com42

485 of the 554 domain citations in answers naming Semarchy xDM came from somebody else's page.

Pages cited

atrocore.com/en/blog/best-master-data-management-tools68

semarchy.com/blog/top-master-data-management-solutions-compared57

ovaledge.com/blog/master-data-management-tools51

ciopages.com/buyer-guides/master-data-management49

guideflow.com/blog/master-data-management-software48

larksuite.com/en_us/blog/tools-for-master-data-management43

profisee.com/30-best-master-data-management-tools42

fanruan.com/en/blog/master-data-management-solutions-importance-business-success39

Pages are listed as the models cited them.

Search and answers

semarchy.com is not in Google's top ten for any of the category's searches. In the answers, Semarchy xDM takes 17% of first choices and Profisee MDM takes 41%.

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In search

Google, US estimates

Position for “master data management platform”

–

not in the top ten

Position for “master data management platforms”

–

not in the top ten

Searches for its name, Google: 70 a month (“semarchy xdm”)
AI search demand for its name, est.: 1 a month
Organic visits to its site: about 5,494 a month
Searches its site ranks for: 1,318 · 133 in the top three
Sites linking to it: 1,858
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

45 ads · 45 text · 38 shown in the last 30 days

First shown January 2025, as Semarchy, Inc., verified. Ads started 2025-11 to 2026-10: 2 in the year, 43 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

17%

rank 2 of 92 in master data

Segment leader

41%

Profisee MDM

First choices: 19 across its categories
Named in: 149 answers
Its own site cited: in 141 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 semarchy.com

1,546

subdomains included

Content

894

counted in the table below

Documentation

Product · Integration

10 · 52

Kind	Pages	Last 90 days	Latest	Categories named
Blog	397	3	2026-09-21	Data warehouses
News or press	191	0	2025-03-12
Report or ebook	112	0	2026-01-29	Data warehouses
Podcast or video	70	undated
Case study	54	0	2025-12-18
Conference or event	19	0	2025-01-31
Webinar or virtual event	17	0	2025-12-02
Glossary or explainer	17	0	2026-06-10
Comparison	15	0	2025-12-17
Template or tool	2	undated

Most recent

2026-09-21How native mdm addresses snowflake challenges blog
2026-09-16An introduction to data products blog
2026-09-16How to design trusted scalable data products blog
2026-06-30Trusted retail data products in snowflake blog
2026-06-30Manufacturing leaders turning snowflake data into trusted data products blog
2026-06-10What is a semantic data model glossary or explainer

How it is countedHide how it is counted

Every page semarchy.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.

Names read as Semarchy xDM

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

Semarchy 25Semarchy (Semarchy Data Platform) 1Semarchy (xDM) 1Semarchy xDM (The Platform) 1Semarchy xDM Cloud 1

Follow Semarchy xDM

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

Semarchy xDM is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: Deliver self-service Intelligent Data Products with built-in context, reasoning, and governance to enable the agentic enterprise.
semarchy.com
For: every team, agent, and app
semarchy.com
Free plan or trial: Start your free trial semarchy.com
Customers named: AaisNational Student ClearinghouseSanofiElsevierRexel USAChipotleDentsuBrown-Forman
Not stated on the pages read: Price, starting price, integrations, certifications, hosting

What Semarchy xDM's own pages state, read October 5, 2026: semarchy.com, trust.semarchy.com, semarchy.com/platform, semarchy.com/customers, semarchy.com/partners. 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 Semarchy xDM'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 Semarchy xDM, 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 Semarchy xDM by email, built from the raw record of the edition. It shows:

where Semarchy xDM 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 Semarchy xDM, 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.

Badges

Wins only: a badge exists where Semarchy xDM is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.

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Semarchy xDM is among the products AI models recommend first in Master data management this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.

Wide · 320 × 104 Website, beside other badges

Show the code

<a href="https://it-ai-index.com/it-data/master-data-management/"><img src="https://it-ai-index.com/badges/2026-10/semarchy-xdm--master-data-management-wide.svg" alt="Among AI models' top three in Master data management, October 2026 Edition, IT AI Recommendation Index" width="320" height="104"></a>

Copy the code as it is. The link is part of the badge: it points at the Master data management standing, where the claim can be checked.

Square · 240 × 240 LinkedIn, slides

Show the code

<a href="https://it-ai-index.com/it-data/master-data-management/"><img src="https://it-ai-index.com/badges/2026-10/semarchy-xdm--master-data-management-square.svg" alt="Among AI models' top three in Master data management, October 2026 Edition, IT AI Recommendation Index" width="240" height="240"></a>

Copy the code as it is. The link is part of the badge: it points at the Master data management standing, where the claim can be checked.

Compact · 200 × 56 Email signature, footer

Show the code

<a href="https://it-ai-index.com/it-data/master-data-management/"><img src="https://it-ai-index.com/badges/2026-10/semarchy-xdm--master-data-management-compact.svg" alt="Among AI models' top three in Master data management, October 2026 Edition, IT AI Recommendation Index" width="200" height="56"></a>

Copy the code as it is. The link is part of the badge: it points at the Master data management standing, where the claim can be checked.

Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.