| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Business continuity management | Security operations | 0% | 23 of 114 | 22% | 18 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 1 | 0 | 1 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 3 | 1 | 1 | 5 |
| Llama 4 Maverick | 0 | 0 | 0 | 1 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Best for: Organizations needing to combine BCM with emergency management and physical safety scenarios.” DeepSeek V4 Flash · Business continuity · comparative prompt · alternative
“Preparis or Noggin if guided planning or broader resilience workflows are priorities” GPT-6 Luna · Business continuity · comparative prompt · alternative
“Best if crisis/emergency response and field operations are your priority” DeepSeek V4 Flash · Business continuity · paraphrase prompt · alternative
“Best for: Organizations prioritizing incident management and field response” MiniMax M2.5 · Business continuity · comparative prompt · alternative
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.
“Incident-Focused Tools Repurposed for BCM (e.g., some Noggin/Veoci variants): Strong on crises but weak on BIA automation” Grok 4.1 Fast · Business continuity · negative prompt · soft negative
“While generally well-regarded, reviewers note: Heavy dependency modeling requires ongoing governance” DeepSeek V4 Flash · Business continuity · negative prompt · soft negative
“Noggin, which has a UI that feels dated relative to newer entrants.” Llama 4 Maverick · Business continuity · negative prompt · soft negative
“Watch licensing costs; can escalate” Kimi K2 · Business continuity · scale prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 32 of the 32 answers that named Noggin and are not a share of its labels.
184 of the 184 domain citations in answers naming Noggin came from somebody else's page.
Pages are listed as the models cited them.
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.
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 672 | 2 | 2026-08-05 | Business continuity, TPRM | |
| News or press | 32 | undated | TPRM, Business continuity | ||
| Glossary or explainer | 22 | 0 | 2025-04-20 | TPRM | |
| Report or ebook | 10 | undated | |||
| Case study | 6 | undated | |||
| Comparison | 3 | 0 | 2026-02-10 | TPRM | |
| Conference or event | 1 | undated | |||
| Template or tool | 1 | 0 | 2021-05-19 |
Every page noggin.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. 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.
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 Noggin's own pages state, read October 5, 2026: noggin.io, noggin.io/library/core/plans, noggin.io/library/security/alarms, noggin.io/platform, noggin.io/partners. 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 Noggin'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 Noggin, 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 Noggin by email, built from the raw record of the edition. It shows: