| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| DNS filtering | Network and edge | 6% | 3 of 94 | 25% | 40 | criticized challenger | |
| SASE platforms | Network and edge | 0% | 30 of 45 | 40% | 5 | under 10 labels · led by Cato Networks at 35% | ▼−7Since September 2026: 7% → 0%, −7 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| DDI and IP address management | Network and edge | 0% | 76 of 115 | 0% | 1 | under 10 labels · led by BlueCat Micetro at 15% | |
| Extended detection and response | Security operations | 0% | 46 of 58 | 0% | 1 | under 10 labels · led by Microsoft Defender XDR at 40% | newNew since September 2026: not ranked then, 0% now. |
| Managed DNS | Network and edge | 0% | 57 of 78 | 100% | 1 | under 10 labels · led by Cloudflare DNS at 84% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 3 | 1 | 5 |
| GPT-5.4 mini | 0 | 1 | 1 | 1 | 3 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 3 | 5 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 2 | 1 | 0 | 1 | 4 |
| Mistral Small | 0 | 0 | 2 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 2 | 5 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 4 | 1 | 2 | 7 |
| Kimi K2 | 0 | 2 | 1 | 1 | 4 |
| GLM 4.7 FlashX | 1 | 2 | 0 | 1 | 4 |
| MiniMax M2.5 | 1 | 1 | 2 | 0 | 4 |
| GPT-6 Luna | 0 | 0 | 0 | 1 | 1 |
| Muse Glimmer 30B | 0 | 4 | 0 | 0 | 4 |
Verbatim evidence the judge attached to positive labels.
“Best for: Large enterprises, organizations with complex security needs ... Industry-leading threat intelligence, extensive integration ecosystem, mature platform” GLM 4.7 FlashX · DNS filtering · comparative prompt · first choice
“Popular options for 500 users include DNSFilter (AI-focused, easy deploy) and Cisco Umbrella (enterprise-grade integrations).” Grok 4.20 · DNS filtering · scale prompt · first choice
“I'd recommend Cisco Umbrella as the top DNS security solution.” Grok 4.20 · DNS filtering · paraphrase prompt · first choice
“Top Recommendation: Cisco Umbrella” MiniMax M2.5 · DNS filtering · paraphrase 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.
“integrates multiple products with no single centralized interface to track all of them conveniently, and there are reports of issues accessing customer services” Claude Haiku 4.5 · SASE · negative prompt · soft negative
“its pricing and complexity can be prohibitive for small businesses, and setup can be steep... can be overkill or frustrating for smaller deployments” Qwen 3.7 Flash · DNS filtering · negative prompt · soft negative
“But watch out for: Quote-based pricing that can escalate quickly ... Often feels like overkill for mid-market needs” DeepSeek V4 Flash · DNS filtering · paraphrase prompt · soft negative
“Services like Cisco Umbrella, Cloudflare Gateway, and DNSFilter are powerful but come with cautionary notes” Kimi K2 · DNS filtering · negative 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 145 of the 165 answers that named Cisco Umbrella and are not a share of its labels.
616 of the 616 domain citations in answers naming Cisco Umbrella came from somebody else's page.
Pages are listed as the models cited them.
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.
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.
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 Cisco Umbrella'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 Cisco Umbrella, 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 Cisco Umbrella by email, built from the raw record of the edition. It shows:
Cisco Umbrella is among the products AI models recommend first in DNS filtering this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.