3 categories · Named, not rankedVectra AI Platform
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Network detection and response | Security operations | 4% | 11 of 102 | 0% | 2 | under 10 labels · led by ManageEngine NetFlow Analyzer at 21% | |
| AI security platforms | Security operations | 0% | 138 of 233 | 0% | 1 | under 10 labels · led by SentinelOne Singularity at 11% | |
| Identity threat detection and response | Identity and access | 0% | 75 of 105 | 0% | 1 | under 10 labels · led by Huntress Managed ITDR at 51% |
Movement
By model
How each model treated Vectra AI 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 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 1 | 0 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Vectra AI and ExtraHop Reveal(x) are the top recommendations” Mistral Small · NDR · direct prompt · first choice
“Best Overall for Mid-Market B2B: Vectra AI Platform” Gemini 3.5 Flash · NDR · direct prompt · first choice
“along with Vectra AI for advanced threat detection” MiniMax M2.5 · AI security · direct prompt · alternative
“Best for Advanced Detection” GLM 4.7 FlashX · ITDR · 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.
Named alongside
The products named in the same answers as Vectra AI Platform, over the 9 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Vectra AI 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 9 of the 9 answers that named Vectra AI Platform and are not a share of its labels.
Domains cited
Twenty-nine of the thirty-three domain citations in answers naming Vectra AI Platform came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
vectra.ai ranks 4 on Google for the category's searches. In the answers, Vectra AI Platform takes 4% of first choices and ManageEngine NetFlow Analyzer takes 21%.ShowHide
Search and answers
In search
Google, US estimates- Organic visits to its site
- about 56,480 a month
- Searches its site ranks for
- 5,225 · 300 in the top three
- Sites linking to it
- 5,506
- Paid Google search
- 1 searches its ads show for, about 4 clicks and $273 a month (estimate)
In answers
This edition- First choices
- 3 across its categories
- Named in
- 9 answers
- Its own site cited
- in 9 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
ShowHide
What it publishes
ShowHide| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 3,996 | 49 | 2026-10-05 | NDR, SIEM | |
| News or press | 1,595 | 10 | 2026-09-17 | NDR, XDR | |
| Conference or event | 126 | 0 | 2026-06-09 | ||
| Webinar or virtual event | 66 | 10 | 2026-12-10 | NDR, Endpoint protection | |
| Comparison | 49 | 7 | 2026-08-17 | SIEM, NDR | |
| Report or ebook | 39 | 1 | 2026-08-17 | ||
| Glossary or explainer | 25 | 2 | 2026-08-12 | XDR | |
| Case study | 7 | undated | |||
| Template or tool | 4 | undated |
Most recent
- 2026-12-10Blue team workshop france webinar or virtual event
- 2026-10-28Blue team workshop ai assisted investigations webinar or virtual event
- 2026-10-22Blue team workshop italiano webinar or virtual event
- 2026-10-15Attack labs hunt club defenders month webinar or virtual event
- 2026-10-05Frontier ai built without brakes blog
- 2026-10-02Defending at ai speed blog
How it is countedHide how it is counted
Every page vectra.ai 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.
Follow Vectra AI 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
Vectra AI Platform is its own company.ShowHide
The company
In its own words
Stated by the vendor, not checked- Positioning
- The AI-driven platform that reduces exposure, stops attacks, and improves posture
- For
- security analysts
- Customers named
- Goodwood EstateGlobe TelecomLuxgen
- Not stated on the pages read
- Price, starting price, free plan or trial, integrations, certifications, hosting
What Vectra AI Platform's own pages state, read October 6, 2026: vectra.ai/platform/detect, vectra.ai/platform/respond, vectra.ai/platform/cognito, vectra.ai/platform/ai-cybersecurity-platform, vectra.ai/resources/inside-vectra-ai-platform. 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 Vectra AI 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 Vectra AI 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 Vectra AI Platform by email, built from the raw record of the edition. It shows:
- where Vectra AI 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 Vectra AI 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.