Every category where a model named DoControl 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
SaaS security posture management	Security operations	0%	20 of 95	8%	13	accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for DoControl 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 DoControl 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	Negative	Labels
Claude Haiku 4.5	0	1	0	1
GPT-5.4 mini	0	1	0	1
Gemini 3.5 Flash	1	0	0	1
Perplexity Sonar	0	0	0	0
Grok 4.1 Fast	2	1	0	3
Mistral Small	0	1	0	1
DeepSeek V4 Flash	0	1	0	1
Llama 4 Maverick	0	0	0	0
Qwen 3.7 Flash	0	0	1	1
Kimi K2	0	0	0	0
GLM 4.7 FlashX	0	1	0	1
MiniMax M2.5	0	0	0	0
GPT-6 Luna	0	1	0	1
Muse Glimmer 30B	1	1	0	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

Direct4 labelsNone

Paraphrase3 labelsNone

Comparative13 labelsNone

Budget-constrained1 label1

Scale-constrained3 labelsNone

Negative10 labelsNone

First choiceAlternativeMentionNegative34 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.

“Scale automation with growing app sprawl: Adaptive Shield or DoControl.” Muse Glimmer 30B · SSPM · paraphrase prompt · alternative

“Focuses on data access governance and DLP.” Grok 4.1 Fast · SSPM · comparative prompt · alternative

“DoControl is inherently data-centric.” Gemini 3.5 Flash · SSPM · comparative prompt · alternative

“DoControl (identity-focused)” Grok 4.1 Fast · SSPM · 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.

“Platforms to Approach with Caution Based on User Feedback ### 1. DoControl” Qwen 3.7 Flash · SSPM · negative prompt · soft negative

Named alongside

The products named in the same answers as DoControl, over the 34 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and DoControl was named but was not.

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ProductSame answerTook the first choice insteadHead to head

AppOmni27 of 3416Not among the top eight

Obsidian Security20 of 344Not among the top eight

Grip Security18 of 342Not among the top eight

Valence Security15 of 340Not among the top eight

CrowdStrike Falcon Shield14 of 344Not among the top eight

Nudge Security14 of 340Not among the top eight

Wing Security13 of 342Not among the top eight

Adaptive Shield11 of 344Not among the top eight

Zscaler SSPM9 of 340Not among the top eight

Spin.AI8 of 340Not 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 DoControl. 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 34 of the 34 answers that named DoControl and are not a share of its labels.

Domains cited

docontrol.ioYour site23

startupstash.com20

cyberpress.org15

gbhackers.com15

nudgesecurity.com15

reco.ai14

scmgalaxy.com13

securityboulevard.com12

devopsschool.com11

guideflow.com11

126 of the 149 domain citations in answers naming DoControl came from somebody else's page.

Pages cited

startupstash.com/best-sspm-platforms20

cyberpress.org/sspm-tools-by-business-size-215

gbhackers.com/best-sspm-compared13

scmgalaxy.com/tutorials/top-10-saas-security-posture-management-sspm-features-pros-cons-co13

docontrol.io/blog/top-sspm-tools12

devopsschool.com/blog/top-10-saas-security-posture-management-sspm-features-pros-cons-comp11

guideflow.com/blog/sspm-software11

securityboulevard.com/2024/09/9-popular-sspm-vendors-for-saas-application-security-grip11

Pages are listed as the models cited them.

Search and answers

docontrol.io ranks 7 on Google for the category's searches. In the answers, DoControl takes 0% of first choices and Wing Security takes 30%.

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In search

Google, US estimates

Position for “sspm platform”

–

not in the top ten

Position for “sspm platforms”

–

not in the top ten

Searches for its name, Google: 320 a month (“docontrol”)
AI search demand for its name, est.: 5 a month
Organic visits to its site: about 4,611 a month
Searches its site ranks for: 877 · 31 in the top three
Sites linking to it: 781
Paid Google search: No ads found in the estimate; that does not mean it runs none

Ads on GoogleDetailLess

2 ads · 2 text · 1 shown in the last 30 days

First shown July 2025, as DoControl, Inc, verified.

On Google's pages: 1 2

In answers

This edition

Share of first choices

rank 20 of 95 in SSPM

Segment leader

30%

Wing Security

First choices: 1 across its categories
Named in: 34 answers
Its own site cited: in 34 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 docontrol.io

866

subdomains included

Content

407

counted in the table below

Documentation

361

Product · Integration

6 · 0

Kind	Pages	Last 90 days	Latest	Categories named
Blog	319	24	2026-09-30	DLP, SSPM
Comparison	31	0	2026-06-01	SSPM, SASE
Glossary or explainer	20	0	2026-01-29	DLP, ITDR
Case study	19	undated
Template or tool	9	0	2026-05-14	DLP, Insider risk
Conference or event	5	0	2026-01-21
Webinar or virtual event	4	0	2025-12-10

Most recent

2026-09-30Security for google blog
2026-09-25Shinyhunters hacks fbi blog
2026-09-23Ai agent security blog
2026-09-21Sensitive data exposure prevention tools compared blog
2026-09-17Top google drive security tools blog
2026-09-15Prevent unauthorized access google drive files blog

How it is countedHide how it is counted

Every page docontrol.io 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. Of its titles that name a category, most name DLP (23); 20 name the category the models place it in. 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.

Follow DoControl

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

DoControl is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: DoControl is a SaaS Security Platform that protects SaaS data while maintaining business productivity, automating discovery and remediation across every SaaS app.
docontrol.io
For: organizations running SaaS - especially Google Workspace
docontrol.io
Free plan or trial: Free Risk Assessment docontrol.io
Customers named: F300 CompanyVox MediaSisenseStackAdaptSonosEverSec Group, Inc
Not stated on the pages read: Price, starting price, integrations, certifications, hosting

What DoControl's own pages state, read October 5, 2026: docontrol.io, docontrol.io/use-cases/data-loss-prevention, docontrol.io/customers, docontrol.io/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 DoControl'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 DoControl, 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 DoControl by email, built from the raw record of the edition. It shows:

where DoControl 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 DoControl, 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.