| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Certificate lifecycle management | Identity and access | 2% | 20 of 104 | 58% | 36 | criticized challenger | |
| Non-human identity management | Identity and access | 0% | 29 of 128 | 29% | 14 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 1 | 0 | 3 |
| GPT-5.4 mini | 2 | 2 | 0 | 1 | 5 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 5 | 5 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 0 | 0 | 2 | 2 | 4 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 1 | 0 | 5 | 7 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 4 | 6 |
| Kimi K2 | 1 | 1 | 1 | 4 | 7 |
| GLM 4.7 FlashX | 1 | 0 | 0 | 3 | 4 |
| MiniMax M2.5 | 0 | 2 | 0 | 1 | 3 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 2 | 1 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“Venafi is typically viewed as a mature, enterprise-heavy automation platform with broad machine identity coverage, especially strong in lifecycle orchestration and integrations.” GPT-5.4 mini · Certificate management · comparative prompt · first choice
“Venafi is the go‑to for the deepest, most comprehensive machine‑identity governance, especially for large, highly regulated enterprises.” GLM 4.7 FlashX · Certificate management · comparative prompt · first choice
“If you need the deepest governance and machine identity management → Venafi (if budget allows)” DeepSeek V4 Flash · Certificate management · comparative prompt · first choice
“Large regulated enterprise: Venafi (CyberArk) for deepest governance capabilities” Kimi K2 · Certificate management · comparative 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.
“Do not buy an enterprise CLM platform if you are budget-constrained... would require Venafi, Keyfactor, or AppViewX (pricing on request, usually $15k+/year)” DeepSeek V4 Flash · Certificate management · budget prompt · hard negative
“Avoid over-buying enterprise solutions (Venafi) unless you have specific complex requirements.” Kimi K2 · Certificate management · scale prompt · hard negative
“Avoid CyberArk/Venafi at this stage—they're overkill in both cost and complexity” Kimi K2 · NHI management · paraphrase prompt · hard negative
“What to Avoid for Mid-Sized Companies - Venafi - Overkill and expensive” GLM 4.7 FlashX · Certificate management · paraphrase prompt · hard negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 129 of the 140 answers that named Venafi and are not a share of its labels.
409 of the 409 domain citations in answers naming Venafi 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 | 4,806 | 27 | 2026-10-01 | XDR, SASE | |
| Report or ebook | 1,879 | 0 | 2023-05-01 | SASE, XDR | |
| Podcast or video | 534 | 0 | 2015-08-01 | SASE, XDR | |
| News or press | 408 | 0 | 2018-12-01 | SASE, Firewalls | |
| Glossary or explainer | 361 | 0 | 2024-01-01 | SD-WAN, EDR | |
| Case study | 353 | 0 | 2007-07-16 | SASE, MDR | |
| Conference or event | 113 | 0 | 2023-07-01 | SASE | |
| Comparison | 98 | 0 | 2023-03-01 | SASE, XDR | |
| Webinar or virtual event | 93 | 0 | 2021-01-01 | Firewalls, SOAR | |
| Template or tool | 21 | 0 | 2019-06-01 |
Every page venafi.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. Of its titles that name a category, most name SASE (184); 0 name its categories 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 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 Venafi's own pages state, read October 5, 2026: venafi.com. 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 Venafi'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 Venafi, 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 Venafi by email, built from the raw record of the edition. It shows: