IT AI Index

Index › Products › Profisee Application Edition · October 2026 Edition

1 category · Named, not ranked

Profisee Application Edition

5Judge labels

1First choices

0Negative labels

2 / 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

2 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Profisee Application Edition was named 2 times in Master data, where Profisee MDM led with 41%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business9 of 101

under the label threshold

Mid-market18 of 92

under the label threshold

Enterprisenot named

No model named it for this buyer.

In master data · 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 Profisee Application Edition 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	0%	18 of 92	0%	2	under 10 labels · led by Profisee MDM at 41%

Movement

This is the first edition on this tier, so no move can be computed for Profisee Application Edition 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 Profisee Application Edition 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	Labels
Claude Haiku 4.5	0	0
GPT-5.4 mini	0	0
Gemini 3.5 Flash	0	0
Perplexity Sonar	0	0
Grok 4.1 Fast	0	0
Mistral Small	0	0
DeepSeek V4 Flash	0	0
Llama 4 Maverick	0	0
Qwen 3.7 Flash	0	0
Kimi K2	1	1
GLM 4.7 FlashX	0	0
MiniMax M2.5	0	0
GPT-6 Luna	0	0
Muse Glimmer 30B	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

Direct0 labelsNone

Paraphrase1 label1

Comparative0 labelsNone

Budget-constrained4 labelsNone

Scale-constrained0 labelsNone

Negative0 labelsNone

First choiceAlternativeMentionNegative5 labels in all, every segment counted; 1 of the 1 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.

“If you want a proprietary SaaS with low-code and can accept tens of thousands per year: Profisee Application Edition or Boomi MDM ~$24K USD/year.” Muse Glimmer 30B · Master data · budget prompt · alternative

“Small budget, need quick setup | Profisee Application Edition” Kimi K2 · Master data · budget 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 Profisee Application Edition, over the 5 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Profisee Application Edition was named but was not.

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ProductSame answerTook the first choice insteadHead to head

AtroCore MDM4 of 53Not among the top eight

Boomi MDM3 of 50Not among the top eight

Informatica MDM3 of 50Not among the top eight

Pimcore2 of 51Not among the top eight

Pimcore Community Edition2 of 51Not among the top eight

PiLog2 of 50Not among the top eight

Semarchy xDM2 of 50Not among the top eight

OpenDQ Matrix360 / OpenDQ1 of 51Not among the top eight

Pimcore Open Source MDM1 of 51Not among the top eight

Ataccama ONE1 of 50Not 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 Profisee Application Edition. 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 5 of the 5 answers that named Profisee Application Edition and are not a share of its labels.

Domains cited

atrocore.com5

geopostcodes.com4

larksuite.com4

fanruan.com3

fortegrp.com3

g2.com3

itechguides.com3

dev2.pimcore.com2

docs.pimcore.com2

explodingtopics.com2

Thirty-one of the thirty-one domain citations in answers naming Profisee Application Edition came from somebody else's page.

Pages cited

atrocore.com/en/blog/best-master-data-management-tools5

larksuite.com/en_us/blog/tools-for-master-data-management4

atrocore.com/en/blog/open-source-master-data-management3

fanruan.com/en/blog/master-data-management-solutions-importance-business-success3

fortegrp.com/insights/top-19-data-management-tools-platforms-in-the-usa3

geopostcodes.com/blog/comparison-master-data-management-tools3

atrocore.com/en/blog/pimcore-atrocore2

atrocore.com/en/pricing2

Pages are listed as the models cited them.

Search and answers

profisee.com ranks 4 on Google for the category's searches. In the answers, Profisee Application Edition takes 0% of first choices and Profisee MDM takes 41%.

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In search

Google, US estimates

Position for “master data management platform”

Position for “master data management platforms”

–

not in the top ten

Organic visits to its site: about 17,958 a month
Searches its site ranks for: 1,814 · 255 in the top three
Sites linking to it: 2,570
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

7 ads · 6 text, 1 video · 5 shown in the last 30 days

First shown June 2025, as Hailey Hastings, verified. Ads started 2025-11 to 2026-10: 4 in the year, 3 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

rank 18 of 92 in master data

Segment leader

41%

Profisee MDM

First choices: 1 across its categories
Named in: 5 answers
Its own site cited: in 5 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 profisee.com

708

subdomains included

Content

578

counted in the table below

Documentation

Product · Integration

84 · 9

Kind	Pages	Last 90 days	Latest
Blog	254	7	2026-08-31
Podcast or video	116	6	2026-09-18
Conference or event	113	12	2026-09-22
Case study	39	0	2025-11-19
News or press	29	4	2026-08-26
Comparison	18	0	2025-12-12
Glossary or explainer	9	0	2026-03-10

Most recent

2026-09-22Data innovation summit mea 2026 conference or event
2026-09-18Why data teams are a tax on the business podcast or video
2026-09-15Cdo magazine nashville roundtable exchange conference or event
2026-09-14From batch to real time unlocking high volume mdm with profisee anz conference or event
2026-09-14From batch to real time unlocking high volume mdm with profisee emea conference or event
2026-09-10Ai just changed mdm 10 minutes to mastered data anz conference or event

How it is countedHide how it is counted

Every page profisee.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.

Follow Profisee Application Edition

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

Profisee Application Edition is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: AI-accelerated MDM platform
profisee.com
For: business users
profisee.com
Price stated: Pricing designed to make MDM easier to buy, implement and scale across your business. profisee.com/pricing
Certifications: SOC 2HIPAA/HITECHISOHIPAA/HI-TECHISO 27001ISA/CVAHIPAA / HITECH
Hosting: AzureAWSGCPany cloudregional pairsmultiple availability zones within a regionEEA
Customers named: LexmarkMass General BrighamSpecialty Insurance CarrierRheemYMCA of the USA
Not stated on the pages read: Starting price, free plan or trial, integrations

What Profisee Application Edition's own pages state, read October 6, 2026: profisee.com, profisee.com/pricing, profisee.com/security, profisee.com/platform, profisee.com/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 Profisee Application Edition'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 Profisee Application Edition, 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 Profisee Application Edition by email, built from the raw record of the edition. It shows:

where Profisee Application Edition 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 Profisee Application Edition, 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.