Attack surface management · Named, not rankedHalo Security
Halo Security is an attack surface management product for small and mid-market security teams · halosecurity.com ↗
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Halo Security has 4.
Why models recommend it
“Halo Security and Attaxion are also excellent alternatives”MiniMax M2.5 · Direct question · alternative
“Small to midsize teams | User-friendly, focused on ease of use”GLM 4.7 FlashX · Scale-constrained question · alternative
“Alternative for Simplicity: Halo Security”Claude Haiku 4.5 · Paraphrase question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Halo Security, over the 13 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 12 | 7 | View → | |
| 10 | 0 | View → | |
| 7 | 0 | View → | |
| 6 | 4 | View → | |
| 6 | 0 | View → | |
| 6 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 1 | View → | |
| 4 | 0 | View → | |
| 3 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Halo Security's own site, not checked by Gane.
- For
- organizations
- Free plan or trial
- Try the platform free
- Certifications
- CREST
- Customers named
- DCM, eCampus.com, doxo, Experian
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 13 of the 13 answers that named Halo Security and are not a share of its labels.
Domains cited
Fifty-two of the fifty-two domain citations in answers naming Halo Security came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| 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 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 83 | 3 | 2026-09-24 | ASM, SD-WAN | |
| Case study | 7 | undated | |||
| Webinar or virtual event | 7 | 0 | 2023-10-16 | ASM | |
| Report or ebook | 3 | 0 | 2026-06-24 | ASM | |
| Conference or event | 2 | 0 | 2026-06-04 | ||
| Comparison | 2 | 0 | 2026-05-05 | ||
| Template or tool | 2 | 1 | 2026-09-21 | ||
| Glossary or explainer | 2 | undated | ASM | ||
| Podcast or video | 2 | undated |
Most recent
- 2026-09-24Penetration testing scope blog
- 2026-09-21Q4 compliance rush msp checklist template or tool
- 2026-09-21Cve 2026 85706 gitlab path traversal blog
- 2026-08-20Cve 2026 55040 sharepoint authentication bypass blog
- 2026-06-25Halo security brinqa integration blog
- 2026-06-24Cve 2026 20253 splunk enterprise arbitrary file creation blog
How it is countedHide how it is counted
Every page halosecurity.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.