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Index › Products › Accutive Data Discovery & Masking · October 2026 Edition
1 category · Named, not ranked

Accutive Data Discovery & Masking

7Judge labels
0First choices
0Negative labels
5 / 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
5 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Accutive Data Discovery & Masking was named 5 times in Data masking, where DATPROF led with 17%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In data masking · 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 Accutive Data Discovery & Masking 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.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
Data masking and test data managementData platform0%23 of 1400%5under 10 labels · led by DATPROF at 17%

Movement

This is the first edition on this tier, so no move can be computed for Accutive Data Discovery & Masking 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 Accutive Data Discovery & Masking across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.501102
GPT-5.4 mini00000
Gemini 3.5 Flash01001
Perplexity Sonar00000
Grok 4.1 Fast00000
Mistral Small00000
DeepSeek V4 Flash00101
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX01001
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000

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
Direct1 labelNone
Paraphrase0 labelsNone
Comparative5 labelsNone
Budget-constrained1 labelNone
Scale-constrained0 labelsNone
Negative0 labelsNone
First choiceAlternativeMentionNegative7 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.

“Organizations wanting low-manual-effort PII detection & masking” GLM 4.7 FlashX · Data masking · comparative prompt · alternative
“The Budget-Friendly, No-Fuss Alternative” Gemini 3.5 Flash · Data masking · direct prompt · alternative
“is another strong option” Claude Haiku 4.5 · Data masking · 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 Accutive Data Discovery & Masking, over the 7 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Accutive Data Discovery & Masking was named but was not.
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ProductSame answerTook the first choice insteadHead to head
IRI FieldShield5 of 72Not among the top eight
Delphix5 of 71Not among the top eight
Oracle Data Masking and Subsetting4 of 70Not among the top eight
DATPROF3 of 71Not among the top eight
IBM InfoSphere Optim Data Privacy3 of 71Not among the top eight
IBM InfoSphere Optim3 of 70Not among the top eight
Informatica Intelligent Data Management Cloud3 of 70Not among the top eight
K2View Test Data Management3 of 70Not among the top eight
Tonic.ai2 of 71Not among the top eight
IBM2 of 70Not 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 Accutive Data Discovery & Masking. 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 7 of the 7 answers that named Accutive Data Discovery & Masking and are not a share of its labels.

Domains cited

ovaledge.com7
hevodata.com6
softwaretestinghelp.com6
k2view.com5
atlan.com4
outsourceaccelerator.com4
accutivesecurity.comYour site3
airbyte.com3
coefficient.io3
datastackhub.com3

Forty-one of the forty-four domain citations in answers naming Accutive Data Discovery & Masking came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

accutivesecurity.com ranks 4 on Google for the category's searches. In the answers, Accutive Data Discovery & Masking takes 0% 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”
4

In answers

This edition
Share of first choices
0%
rank 23 of 140 in data masking
Segment leader
17%
DATPROF
First choices
0 across its categories
Named in
7 answers
Its own site cited
in 7 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 accutivesecurity.com
320
subdomains included
Content
271
counted in the table below
Documentation
0
Product · Integration
0 · 0
KindPagesLast 90 days2025-11 to 2026-10LatestCategories named
Blog14452026-09-28Certificate management, Data masking
Glossary or explainer11002026-01-30MFA, Data virtualization
Comparison902026-02-04
Case study402025-03-21
Webinar or virtual event202026-06-10
News or press202025-02-04
How it is countedHide how it is counted

Every page accutivesecurity.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 Accutive Data Discovery & Masking

What the judge wrote, as written, with how often. The vendor table decides that these count as Accutive Data Discovery & Masking; a claim can dispute any of them.
Accutive Data Discovery & Masking (ADM) 2

Follow Accutive Data Discovery & Masking

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

Accutive Data Discovery & Masking is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
Discovery, masking, subsetting and tokenization across every environment with Accutive Data Discovery + Masking.
For
Organizations seeking data protection, security + compliance, and test data management
Not stated on the pages read
Price, starting price, free plan or trial, integrations, certifications, hosting, customers

What Accutive Data Discovery & Masking's own pages state, read October 6, 2026: accutivesecurity.com, accutivesecurity.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 Accutive Data Discovery & Masking'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 Accutive Data Discovery & Masking, 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 Accutive Data Discovery & Masking by email, built from the raw record of the edition. It shows:

  • where Accutive Data Discovery & Masking 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 Accutive Data Discovery & Masking, 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.
The subscriber app

A verification link goes to your work email; an address at accutivesecurity.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.