3 categories · RankedVaronis Data Security Platform
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Data security posture management | Security operations | 4% | 5 of 105 | 28% | 40 | criticized challenger | |
| Insider risk management | Security operations | 0% | 21 of 84 | 24% | 21 | accepted challenger | |
| Data loss prevention | Security operations | 0% | 23 of 89 | 0% | 5 | under 10 labels · led by Microsoft Purview DLP at 46% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
Movement
By model
How each model treated Varonis Data Security Platform across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 3 | 1 | 5 |
| GPT-5.4 mini | 2 | 2 | 0 | 0 | 4 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 1 | 2 |
| Perplexity Sonar | 0 | 5 | 1 | 0 | 6 |
| Grok 4.20 | 0 | 3 | 3 | 3 | 9 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 3 | 3 | 8 |
| Llama 4 Maverick | 0 | 0 | 3 | 0 | 3 |
| Qwen 3.7 Flash | 1 | 3 | 2 | 2 | 8 |
| Kimi K2 | 0 | 2 | 2 | 1 | 5 |
| GLM 4.7 FlashX | 1 | 2 | 1 | 4 | 8 |
| MiniMax M2.5 | 0 | 3 | 0 | 0 | 3 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 1 | 0 | 1 | 2 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Choose Varonis if you want the most established "data security platform" path and have a broader security program.” GPT-5.4 mini · DSPM · direct prompt · first choice
“Varonis is widely considered a leader in the "data-centric" approach.” Qwen 3.7 Flash · Insider risk · comparative prompt · first choice
“Need pure DSPM with modern cloud focus: Cyera, Varonis.” GPT-5.4 mini · DSPM · comparative prompt · first choice
“I'd recommend starting with Securiti or Varonis” GLM 4.7 FlashX · DSPM · direct 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.
“Varonis alone starts in the six figures” DeepSeek V4 Flash · Insider risk · paraphrase prompt · hard negative
“Enterprise-focused, pricing on request” Kimi K2 · DSPM · budget prompt · hard negative
“Varonis is a market leader with high customer satisfaction, but it is widely cited as having a steep learning curve and complex management.” GLM 4.7 FlashX · DSPM · negative prompt · soft negative
“Varonis is frequently cited as a friction point: "Hit friction and high operational costs with agent-based, connector-heavy deployment"” Muse Glimmer 30B · DSPM · comparative prompt · soft negative
Named alongside
The products named in the same answers as Varonis Data Security Platform, over the 211 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Varonis Data Security Platform was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 195 of the 211 answers that named Varonis Data Security Platform and are not a share of its labels.
Domains cited
548 of the 595 domain citations in answers naming Varonis Data Security Platform came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
varonis.com ranks 7 on Google for the category's searches. In the answers, Varonis Data Security Platform takes 4% of first choices and Microsoft Purview takes 18%.ShowHide
Search and answers
In search
Google, US estimates- Searches for its name, Google
- 210 a month (“varonis data security platform”)
- AI search demand for its name, est.
- 2 a month
- Organic visits to its site
- about 136,629 a month
- Searches its site ranks for
- 16,593 · 1,264 in the top three
- Sites linking to it
- 16,531
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This edition- First choices
- 16 across its categories
- Named in
- 211 answers
- Its own site cited
- in 195 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 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
ShowHide
What it publishes
ShowHide| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 871 | 26 | 2026-09-25 | GRC | |
| Webinar or virtual event | 218 | undated | |||
| Case study | 48 | undated | |||
| Glossary or explainer | 43 | 0 | 2025-12-01 | SIEM | |
| Comparison | 24 | 1 | 2026-08-31 | SIEM | |
| Report or ebook | 6 | undated | |||
| Conference or event | 2 | undated | |||
| Template or tool | 1 | undated | |||
| Podcast or video | 1 | undated | |||
| News or press | 1 | undated |
Most recent
- 2026-09-25Ai security fundamentals blog
- 2026-09-23Meet avisloader a windows loader built to outlast a takedown blog
- 2026-09-22Varonis triage agent for mddr blog
- 2026-09-21Gartner emq for ai application security blog
- 2026-09-18Using ai to investigate security alerts blog
- 2026-09-16Trustsink blog
How it is countedHide how it is counted
Every page varonis.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 Varonis Data Security Platform
Follow Varonis Data Security Platform
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
Varonis Data Security Platform is its own company.ShowHide
The company
In its own words
Stated by the vendor, not checked- Positioning
- la protection des données à grande échelle dans Office 365
- For
- un admin O365
- Free plan or trial
- free ransomware risk assessment info.varonis.com/en/thank-you/t3/try-varonis/defend-against-ransomware
- Customers named
- GDF SUEZ
- Not stated on the pages read
- Price, starting price, integrations, certifications, hosting
What Varonis Data Security Platform's own pages state, read October 5, 2026: info.varonis.com/fr/test-page-varonis-virtual-connect-2020-05-1, info.varonis.com/fr/test-page-varonis-virtual-connect-2020-05-0, info.varonis.com/en/resource/t2/whats-new-in-varonis-introducing-varonis-2026-09-22, info.varonis.com/en/thank-you/resource/t2/varonis-8-5-2021-03-03, info.varonis.com/en/thank-you/t3/try-varonis/defend-against-ransomware. A claimed page can correct any of them.
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 Varonis Data Security Platform'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 Varonis Data Security Platform, 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 Varonis Data Security Platform by email, built from the raw record of the edition. It shows:
- where Varonis Data Security Platform 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 Varonis Data Security Platform, 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.