| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Penetration testing as a service | Security operations | 2% | 14 of 82 | 0% | 1 | under 10 labels · led by Cobalt at 45% | newNew since September 2026: not ranked then, 2% now. |
| 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 | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 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 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“start with CISA’s free Cyber Hygiene service... It’s a strong no-cost first step” GPT-6 Luna · PTaaS · budget prompt · first choice
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.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 2 of the 2 answers that named CISA's free Cyber Hygiene service and are not a share of its labels.
Four of the six domain citations in answers naming CISA's free Cyber Hygiene service came from somebody else's page.
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.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| News or press | 11,401 | 104 | 2026-09-27 | SD-WAN, MFA | |
| Template or tool | 2,287 | 1 | 2026-09-24 | ||
| Blog | 2,053 | 55 | 2026-09-24 | MFA, SIEM | |
| Conference or event | 511 | 44 | 2026-10-08 | Logs, SCA | |
| Glossary or explainer | 116 | 57 | 2026-09-17 | SIEM | |
| Webinar or virtual event | 68 | 12 | 2026-10-08 | ||
| Report or ebook | 33 | 1 | 2026-09-23 | ||
| Case study | 26 | 2 | 2026-09-01 | MFA | |
| Comparison | 8 | 1 | 2026-07-27 | ||
| Podcast or video | 1 | undated |
Every page cisa.gov 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 SD-WAN (12); 0 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 September 29, 2026.
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.
What CISA's free Cyber Hygiene service's own pages state, read October 6, 2026: cisa.gov/cyber-hygiene-services, cisa.gov. A claimed page can correct any of them.
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 CISA's free Cyber Hygiene service'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 CISA's free Cyber Hygiene service, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for CISA's free Cyber Hygiene service by email, built from the raw record of the edition. It shows: