Every category where a model named K2View Test Data Management 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 masking and test data management	Data platform	4%	9 of 140	4%	23	accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for K2View Test Data Management 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 K2View Test Data Management 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	0	1	2	0	3
GPT-5.4 mini	1	0	0	0	1
Gemini 3.5 Flash	0	1	0	0	1
Perplexity Sonar	0	1	1	0	2
Grok 4.1 Fast	0	1	1	0	2
Mistral Small	0	0	1	0	1
DeepSeek V4 Flash	0	2	1	0	3
Llama 4 Maverick	1	0	0	0	1
Qwen 3.7 Flash	0	0	1	0	1
Kimi K2	0	1	1	0	2
GLM 4.7 FlashX	0	0	0	0	0
MiniMax M2.5	0	0	1	0	1
GPT-6 Luna	0	3	0	0	3
Muse Glimmer 30B	0	0	1	1	2

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

Direct16 labels2

Paraphrase16 labels5

Comparative19 labels2not counted in share

Budget-constrained6 labelsNone

Scale-constrained8 labelsNone

Negative4 labels1not counted in share

First choiceAlternativeMentionNegative69 labels in all, every segment counted; 7 of the 10 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.

“Best overall for modern, cross-system masking + synthetic data: K2view” GPT-5.4 mini · Data masking · direct prompt · first choice

“K2View Test Data Management is recommended for mid-sized B2B companies” Llama 4 Maverick · Data masking · paraphrase prompt · first choice

“Go with K2view if your QA team struggles to sync and mask test data that spans mainframes, cloud databases, and APIs” Gemini 3.5 Flash · Data masking · comparative prompt · alternative

“consider K2view, particularly if preserving context across systems is a key requirement” GPT-6 Luna · Data masking · direct 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.

“powerful, well-supported, and expensive... designed for large organizations with dedicated data engineering teams” Muse Glimmer 30B · Data masking · direct prompt · soft negative

Named alongside

The products named in the same answers as K2View Test Data Management, over the 69 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and K2View Test Data Management was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Delphix41 of 6913Compare →

Oracle Data Masking and Subsetting29 of 693Compare →

Informatica Intelligent Data Management Cloud28 of 695Not among the top eight

Tonic.ai25 of 696Compare →

IRI FieldShield20 of 697Compare →

IBM InfoSphere Optim20 of 690Not among the top eight

DATPROF19 of 694Compare →

Perforce Delphix17 of 696Not among the top eight

Broadcom Test Data Manager14 of 691Not among the top eight

Immuta10 of 690Not 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 K2View Test Data Management. 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 68 of the 69 answers that named K2View Test Data Management and are not a share of its labels.

Domains cited

k2view.comYour site46

ovaledge.com36

iri.com32

hevodata.com28

thectoclub.com28

atlan.com26

getautonoma.com25

softwaretestinghelp.com23

sourceforge.net22

g2.com20

240 of the 286 domain citations in answers naming K2View Test Data Management came from somebody else's page.

Pages cited

ovaledge.com/blog/data-masking-tools35

hevodata.com/learn/data-masking-tools28

iri.com/support/data-education-center/the-top-15-data-masking-tools-in-202628

atlan.com/data-masking-tools26

getautonoma.com/blog/data-masking-tools24

outsourceaccelerator.com/articles/data-masking-tools20

softwaretestinghelp.com/data-masking-tools20

thectoclub.com/tools/best-data-masking-software19

Pages are listed as the models cited them.

Search and answers

k2view.com ranks first on Google for the category's searches. In the answers, K2View Test Data Management takes 4% of first choices and DATPROF takes 17%.

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In search

Google, US estimates

Position for “data masking tool”

–

not in the top ten

Position for “data masking tools”

Searches for its name, Google: 40 a month (“k2view test data management”)
AI search demand for its name, est.: 0 a month
Organic visits to its site: about 22,241 a month
Searches its site ranks for: 2,335 · 206 in the top three
Sites linking to it: 2,767
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

83 ads · 50 text, 20 image, 13 video · 38 shown in the last 30 days

First shown May 2023, as K2VIEW LLC, verified. Ads started 2025-11 to 2026-10: 64 in the year, 19 before.

On Google's pages: 1 2 3 4

In answers

This edition

Share of first choices

rank 9 of 140 in data masking

Segment leader

17%

DATPROF

First choices: 7 across its categories
Named in: 69 answers
Its own site cited: in 68 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 k2view.com

925

subdomains included

Content

810

counted in the table below

Documentation

Product · Integration

57 · 1

Kind	Pages	Last 90 days	Latest
Blog	359	9	2026-09-24
Glossary or explainer	281	0	2024-05-01
News or press	69	0	2026-06-30
Comparison	31	0	2026-01-13
Webinar or virtual event	30	undated
Report or ebook	19	undated
Case study	16	undated
Conference or event	5	undated

Most recent

2026-09-24Agent harness blog
2026-09-23Ai evaluation and observability tools blog
2026-08-31Ai data entitlement blog
2026-08-20Data connectors for data masking blog
2026-08-04Dora autonomous ai testing gap blog
2026-07-29Automated ai evaluation and observability blog

How it is countedHide how it is counted

Every page k2view.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 K2View Test Data Management

What the judge wrote, as written, with how often. The vendor table decides that these count as K2View Test Data Management; a claim can dispute any of them.

K2view 13K2View 9

Follow K2View Test Data Management

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

K2View Test Data Management is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: Provision masked, synthetic, and tokenized data for testing, development, analytics, and AI, without slowing innovation.
k2view.com
For: enterprise
k2view.com/platform-free-trial
Free plan or trial: Start Free k2view.com
Certifications: ISO 27001:2022ISO/IEC 27017ISO/IEC 27018ISO/IEC 27701:2019GDPRCCPAFIPS 140-2SOC 2 TYPE 2
Customers named: AT&TVodafoneCellcomVodafone GermanyEntelVodafoneZiggoPelephoneYes
Not stated on the pages read: Price, starting price, integrations, hosting

What K2View Test Data Management's own pages state, read October 5, 2026: k2view.com, k2view.com/security, k2view.com/platform-free-trial, k2view.com/customers, k2view.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 K2View Test Data Management'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 K2View Test Data Management, 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 K2View Test Data Management by email, built from the raw record of the edition. It shows:

where K2View Test Data Management 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 K2View Test Data Management, 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.