Certificate lifecycle management for enterprise buyers
Asked as “certificate lifecycle management platform”, and as “SSL/TLS certificate management tool”, on behalf of an enterprise B2B company. 53 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
28%
Contested · AppViewX CERT+ 19%
28Keyfactor Command19AppViewX CERT+15Venafi TLS Protect38others
28% of first choices, contested.
Since October 2026=heldSince October 2026: 28% → 28%, ±0 points. Inside the 11-point floor: within noise.Keyfactor Command held the lead, ±0 points on 28%, inside the 11-point floor.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
Sectigo Certificate Manager35%Contested▲+23Since October 2026: 12% → 35%, +23 points. Past the 11-point floor: movement.Standing →Mid-marketSectigo Certificate Manager43%Clear leader▲+16Since October 2026: 27% → 43%, +16 points. Past the 11-point floor: movement.Standing →Enterprise
Keyfactor Command28%Contested=heldSince October 2026: 28% → 28%, ±0 points. Inside the 11-point floor: within noise.This page
Sectigo Certificate Manager35%Contested▲+23Since October 2026: 12% → 35%, +23 points. Past the 11-point floor: movement.Standing →Mid-marketSectigo Certificate Manager43%Clear leader▲+16Since October 2026: 27% → 43%, +16 points. Past the 11-point floor: movement.Standing →EnterpriseKeyfactor Command28%Contested=heldSince October 2026: 28% → 28%, ±0 points. Inside the 11-point floor: within noise.This pageThe standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Keyfactor Command28%10%50accepted challenger=heldSince October 2026: 28% → 28%, ±0 points. Inside the 11-point floor: within noise.28% → 28%
Keyfactor Command28%10%50accepted challenger=heldSince October 2026: 28% → 28%, ±0 points. Inside the 11-point floor: within noise.28% → 28%02
AppViewX CERT+19%13%53accepted challenger▲+19Since October 2026: 0% → 19%, +19 points. Past the 11-point floor: movement.0% → 19%
AppViewX CERT+19%13%53accepted challenger▲+19Since October 2026: 0% → 19%, +19 points. Past the 11-point floor: movement.0% → 19%03Venafi TLS Protect15%35%49criticized challenger▼−2Since October 2026: 17% → 15%, −2 points. Inside the 11-point floor: within noise.17% → 15%
04Sectigo Certificate Manager6%16%61accepted challenger▼−9Since October 2026: 15% → 6%, −9 points. Inside the 11-point floor: within noise.15% → 6%
Sectigo Certificate Manager6%16%61accepted challenger▼−9Since October 2026: 15% → 6%, −9 points. Inside the 11-point floor: within noise.15% → 6%05
DigiCert Trust Lifecycle Manager6%19%43accepted challenger▼−1Since October 2026: 7% → 6%, −1 point. Inside the 11-point floor: within noise.7% → 6%
DigiCert Trust Lifecycle Manager6%19%43accepted challenger▼−1Since October 2026: 7% → 6%, −1 point. Inside the 11-point floor: within noise.7% → 6%06
Keyfactor6%16%25accepted challenger▼−1Since October 2026: 7% → 6%, −1 point. Inside the 11-point floor: within noise.7% → 6%
Keyfactor6%16%25accepted challenger▼−1Since October 2026: 7% → 6%, −1 point. Inside the 11-point floor: within noise.7% → 6%07
CyberArk Certificate Manager4%28%18criticized challenger▼−3Since October 2026: 7% → 4%, −3 points. Inside the 11-point floor: within noise.7% → 4%
CyberArk Certificate Manager4%28%18criticized challenger▼−3Since October 2026: 7% → 4%, −3 points. Inside the 11-point floor: within noise.7% → 4%08
HashiCorp Vault2%10%20accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
HashiCorp Vault2%10%20accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%Show the four products at 0%, ordered by negative rate
12AWS Certificate Manager0%92%12criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
11
Entrust Certificate Manager0%18%11accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Entrust Certificate Manager0%18%11accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%09
DigiCert ONE0%12%25accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
DigiCert ONE0%12%25accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%10
Akeyless0%0%11accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Akeyless0%0%11accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
For buyers
Head to head
Sectigo Certificate Manager vs Keyfactor CommandSectigo Certificate Manager vs AppViewX CERT+Sectigo Certificate Manager vs ManageEngine Key Manager Plus
Head-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.All twenty-eight head-to-head pages: the top eight products, each against each
Sectigo Certificate Manager vs cert-managerSectigo Certificate Manager vs DigiCert Trust Lifecycle ManagerSectigo Certificate Manager vs AWS Certificate ManagerSectigo Certificate Manager vs KeyfactorKeyfactor Command vs AppViewX CERT+Keyfactor Command vs ManageEngine Key Manager PlusKeyfactor Command vs cert-managerKeyfactor Command vs DigiCert Trust Lifecycle ManagerKeyfactor Command vs AWS Certificate ManagerKeyfactor Command vs KeyfactorAppViewX CERT+ vs ManageEngine Key Manager PlusAppViewX CERT+ vs cert-managerAppViewX CERT+ vs DigiCert Trust Lifecycle ManagerAppViewX CERT+ vs AWS Certificate ManagerAppViewX CERT+ vs KeyfactorManageEngine Key Manager Plus vs cert-managerManageEngine Key Manager Plus vs DigiCert Trust Lifecycle ManagerManageEngine Key Manager Plus vs AWS Certificate ManagerManageEngine Key Manager Plus vs Keyfactorcert-manager vs DigiCert Trust Lifecycle Managercert-manager vs AWS Certificate Managercert-manager vs KeyfactorDigiCert Trust Lifecycle Manager vs AWS Certificate ManagerDigiCert Trust Lifecycle Manager vs KeyfactorAWS Certificate Manager vs Keyfactor
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
0102V03
0405060708091011A12
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Keyfactor Command28%
Keyfactor Command28%02AppViewX CERT+19%
AppViewX CERT+19%03Venafi TLS Protect15%
04Sectigo Certificate Manager6%
Sectigo Certificate Manager6%05DigiCert Trust Lifecycle Manager6%
DigiCert Trust Lifecycle Manager6%06Keyfactor6%
Keyfactor6%07CyberArk Certificate Manager4%
CyberArk Certificate Manager4%08HashiCorp Vault2%
HashiCorp Vault2%09DigiCert ONE0%
DigiCert ONE0%10Akeyless0%
Akeyless0%11Entrust Certificate Manager0%
Entrust Certificate Manager0%12AWS Certificate Manager0%
What they warned about
Three of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Qwen 3.7 Flash, Kimi K2, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Venafi TLS Protect
35%
17 of 49 labels negative · 12 of 14 models · 1 hard negative
“Avoid or plan an exit from Venafi unless you want to bet your certificate infrastructure on Palo Alto's long-term strategy.” Kimi K2, negative prompt
Sectigo Certificate Manager16%
10 of 61 labels negative · 8 of 14 models · 3 hard negative
“small-business-focused like some Sectigo entry tiers) that lack enterprise-grade discovery, automation, compliance, and PQC support” Grok 4.20, negative prompt
AWS Certificate Manager
92%
11 of 12 labels negative · 5 of 14 models · 2 hard negative
“Overly simplistic cloud-native tools (e.g., AWS Certificate Manager in isolation) if your estate spans multiple clouds/providers.” Grok 4.20, negative prompt
AppViewX CERT+13%
7 of 53 labels negative · 5 of 14 models
“when the requirement is simple public-certificate management... a simpler CA-integrated service may be easier to deploy” Perplexity Sonar, negative prompt
What they cite
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.
Sites the answers cite
79 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 938 links across 165 sites, every framing counted. Ranked by the number of answers carrying the site or page. 40 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
vendor site · AppViewX54 answers · 79 citations · 14 models
vendor site · Akeyless53 answers · 59 citations · 12 models
vendor site · G243 answers · 56 citations · 12 models
vendor site · Sectigo40 answers · 90 citations · 14 models
vendor site · Keyfactor29 answers · 44 citations · 12 models
vendor site · DigiCert27 answers · 48 citations · 11 models
vendor site · Infisical21 answers · 23 citations · 10 models
16 answers · 20 citations · 9 models
vendor site · Microsoft15 answers · 16 citations · 9 models
vendor site · Keytos15 answers · 15 citations · 9 models
vendor site · QCecuring15 answers · 15 citations · 9 models
14 answers · 15 citations · 10 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
52 answers · 12 models
39 answers · 13 models
21 answers · 10 models
15 answers · 9 models
15 answers · 9 models
14 answers · 9 models
14 answers · 10 models
13 answers · 9 models
13 answers · 5 models
12 answers · 6 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best certificate lifecycle management platform”, “certificate lifecycle management platform”, “certificate lifecycle management platforms”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Keyfactor keyfactor.com Keyfactor Command 28%, Keyfactor 6% | 34% | 111 | 2,400 | 85 | 36,295 | 36 | 5 | |
| AppViewX CERT+ appviewx.com AppViewX CERT+ 19%, AppViewX AVX ONE CLM 0% | 19% | 123 | 0 | 20,980 | 26 | |||
| Venafi TLS Protect venafi.com | 15% | 109 | 7,407 | |||||
| DigiCert ONE digicert.com DigiCert Trust Lifecycle Manager 6%, DigiCert CertCentral 2%, DigiCert ONE 0% | 8% | 91 | 260 | 2 | 510,419 | 5 | 4 | |
| Garantir garantir.io Garantir 4%, Garantir GaraTrust 2%, Garantir's GaraTrust Unlimited CLM + PKI 2% | 8% | 4 | ||||||
| Sectigo Certificate Manager sectigo.com | 6% | 177 | 880 | 2 | 64,855 | $809 | 34 | 3 |
| CyberArk cyberark.com CyberArk Certificate Manager 4% | 4% | 45 | 22,200 | 1,253 | 147,793 company | $62 | 0 | |
| HashiCorp Vault hashicorp.com | 2% | 400 | 5,400 | 317 | 173,934 | $26 | 29 | |
| Palo Alto paloaltonetworks.com Palo Alto Networks 2% | 2% | 91 | 246,000 | 18,254 | 951,391 company | $383 | 106 | 6 |
| CyberArk Certificate Manager, formerly Venafi | 2% |
Google's top ten for the three searches hold 21 sites; 7 of them are among the sites the models cited here (digicert.com, g2.com, keyfactor.com, qcecuring.com, reddit.com, sectigo.com, thectoclub.com). The first result for “best certificate lifecycle management platform” is reddit.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best certificate lifecycle management platform for an enterprise B2B company?”Paraphrase“Which SSL/TLS certificate management tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade certificate lifecycle management platforms and how do they differ?”Budget-constrained“What is the best certificate lifecycle management platform for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a certificate lifecycle management platform. What should we look at?”Negative“Which certificate lifecycle management platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5DigiCert Trust Lifecycle ManagerHashiCorp Vault, Venafi TLS ProtectChangedAppViewX CERT+Keyfactor Commandagainst: Venafi TLS Protectno first choiceagainst: DigiCert Trust Lifecycle Manager, Entrust Certificate Manager, Keyfactor Command, Sectigo Certificate Manager, Venafi TLS Protect
Four alternatives
AppViewX CERT+, CyberArk Certificate Manager, Keyfactor, Sectigo Certificate ManagerTwo alternatives
Let's Encrypt, cert-managerFour alternatives
DigiCert Trust Lifecycle Manager, Keyfactor, Palo Alto Networks Next-Generation Trust Security, Sectigo Certificate ManagerOne alternative
GarantirGPT-5.4 miniAppViewX CERT+Venafi TLS ProtectChangedAppViewX CERT+Keyfactoragainst: Palo Alto Networks Next-Generation Trust Security, Venafi TLS Protectno first choicenothing named
Five alternatives
DigiCert Trust Lifecycle Manager, Keyfactor Command, Palo Alto Networks, Sectigo Certificate Manager, Venafi TLS ProtectTwo alternatives
DigiCert Trust Lifecycle Manager, Sectigo Certificate ManagerFour alternatives
DigiCert Trust Lifecycle Manager, Keyfactor, Palo Alto Networks Next-Generation Trust Security, Sectigo Certificate ManagerTwo alternatives
AppViewX CERT+, Sectigo Certificate ManagerGemini 3.5 FlashKeyfactor CommandKeyfactor CommandHeldCyberArk Certificate ManagerKeyfactor Commandagainst: Venafi TLS Protectno first choiceagainst: AWS Certificate Manager, Azure Key Vault, Certbot, GCP Certificate Manager
Four alternatives
AppViewX CERT+, CyberArk Certificate Manager, DigiCert Trust Lifecycle Manager, Sectigo Certificate ManagerFive alternatives
AppViewX CERT+, CyberArk Certificate Manager, DigiCert Trust Lifecycle Manager, Sectigo Certificate Manager, Venafi TLS ProtectFour alternatives
AppViewX CERT+, DigiCert Trust Lifecycle Manager, Keyfactor, Sectigo Certificate ManagerThree alternatives
AppViewX CERT+, Keytos EZCA, SecureW2 JoinNowPerplexity SonarCyberArk Certificate ManagerKeyfactor CommandChangedagainst: AWS Certificate ManagerCyberArk Certificate Manageragainst: AWS Certificate Manager, Azure Key VaultSectigo Certificate Manageragainst: CyberArk Certificate Manager, DigiCert Trust Lifecycle Managerno first choiceagainst: AppViewX CERT+, CyberArk Certificate Manager, DigiCert Trust Lifecycle Manager, HashiCorp Vault PKI, Keyfactor, Sectigo Certificate Manager, Smallstep Certificate Manager, Venafi TLS Protect, ZeroSSL, cert-manager
Four alternatives
AppViewX CERT+, DigiCert Trust Lifecycle Manager, Keyfactor Command, Sectigo Certificate ManagerThree alternatives
CyberArk Certificate Manager, DigiCert ONE, Sectigo Certificate ManagerFour alternatives
AppViewX CERT+, DigiCert Trust Lifecycle Manager, Keyfactor Command, Sectigo Certificate ManagerTwo alternatives
AppViewX CERT+, Keyfactor CommandGrok 4.20Keyfactor Commandagainst: AWS Certificate Manager, Keytos EZCA, ZeroSSL, cert-managerKeyfactor, Venafi TLS ProtectChangedagainst: AWS Certificate Manager, Azure Key Vault, HashiCorp VaultVenafi TLS Protectagainst: AWS Certificate Manager, Azure Key Vault, Google Cloud Certificate Authority ServiceKeyfactor Commandagainst: AWS Certificate Manager, Google CA, Microsoft Cloud PKI, Venafi TLS ProtectKeyfactor Commandagainst: AWS Certificate Manager, Azure Key Vault, Google CA Serviceagainst: AWS Certificate Manager, Active Directory Certificate Services, DigiCert Trust Lifecycle Manager, OpenSSL/Certbot, Sectigo Certificate Manager, Venafi TLS Protect
Three alternatives
DigiCert ONE, Sectigo Certificate Manager, Venafi TLS ProtectTwo alternatives
AppViewX CERT+, DigiCert ONEFour alternatives
AppViewX CERT+, DigiCert ONE, Keyfactor, Sectigo Certificate ManagerThree alternatives
AppViewX CERT+, DigiCert Trust Lifecycle Manager, Sectigo Certificate ManagerFour alternatives
AppViewX CERT+, DigiCert ONE / CertCentral, Sectigo Certificate Manager, Venafi TLS ProtectMistral SmallAppViewX CERT+, Keyfactor CommandAppViewX CERT+ChangedAppViewX AVX ONE CLMDigiCert Trust Lifecycle Manager, HID PKIaaSagainst: AppViewX CERT+, Keyfactor Commandno first choiceagainst: AppViewX CERT+, CyberArk Certificate Manager, Keyfactor Command, Venafi TLS Protect
Three alternatives
DigiCert ONE, Sectigo Certificate Manager, Venafi TLS ProtectThree alternatives
Keyfactor Command, Sectigo Certificate Manager, Venafi TLS ProtectSeven alternatives
Akeyless, DigiCert ONE, Entrust Certificate Hub, HashiCorp Vault, Keyfactor Command, Sectigo Certificate Manager, Venafi TLS ProtectDeepSeek V4 FlashAppViewX CERT+, Keyfactor CommandVenafi TLS ProtectChangedKeyfactor Command, Venafi TLS Protectagainst: HashiCorp Vault PKIGarantiragainst: DigiCert ONE, Sectigo Certificate Manager, Venafi TLS ProtectPalo Alto Networksagainst: CertKit, DigiCert CertCentral, GlobalSign Atlas, Keyfactor Command, ManageEngine Certificate Manager, Sectigo Certificate Manager, Venafi TLS Protect
Three alternatives
CyberArk (formerly Venafi) — Trust Protection Platform, DigiCert ONE / Trust Lifecycle Manager, Sectigo Certificate ManagerThree alternatives
AppViewX CERT+, DigiCert ONE, Keyfactor CommandFour alternatives
AppViewX CERT+, DigiCert ONE, Entrust Certificate Hub, Sectigo Certificate ManagerOne alternative
Keyfactor CommandFour alternatives
AppViewX CERT+, DigiCert Trust Lifecycle Manager, Keyfactor, Sectigo Certificate ManagerLlama 4 Maverickno first choiceno first choiceHeldno first choiceAppViewX CERT+no first choiceagainst: AppViewX CERT+, Keyfactor, Venafi TLS Protect
Three alternatives
DigiCert Trust Lifecycle Manager, Keyfactor, Sectigo Certificate ManagerQwen 3.7 FlashVenafi TLS Protectagainst: AWS Certificate Manager, Azure Key VaultAppViewX CERT+Changedagainst: DigiCert ONEVenafi TLS ProtectGarantirno first choiceagainst: Certbot, DigiCert CertCentral, GlobalSign PKI Manager, Keyfactor Command, Sectigo Manager, Venafi TLS Protect
Two alternatives
DigiCert Trust Lifecycle Manager, Sectigo Certificate ManagerTwo alternatives
Keyfactor, Venafi TLS ProtectFour alternatives
AppViewX AVX ONE CLM, DigiCert ONE, Keyfactor Command, Sectigo Certificate ManagerFour alternatives
DigiCert ONE, HID Global, Keyfactor Command, Microsoft Cloud PKIKimi K2AppViewX CERT+AppViewX CERT+, Venafi TLS ProtectChangedagainst: DigiCert ONE, Sectigo Certificate ManagerCyberArk Certificate Manageragainst: DigiCert Trust Lifecycle ManagerKeyfactor Commandagainst: AppViewX CERT+, DigiCert Trust Lifecycle Manager, Venafi TLS ProtectVenafi TLS Protectagainst: AppViewX CERT+, DigiCert Trust Lifecycle Manager, Keyfactor, Sectigo Certificate Manager, Venafi TLS Protect
Four alternatives
DigiCert ONE, Keyfactor Command, Sectigo Certificate Manager, Venafi TLS ProtectOne alternative
Keyfactor CommandThree alternatives
AppViewX CERT+, Keyfactor Command, Sectigo Certificate ManagerOne alternative
Sectigo Certificate ManagerFour alternatives
AppViewX CERT+, DigiCert Trust Lifecycle Manager, Keyfactor Command, Sectigo Certificate ManagerGLM 4.7 FlashXSectigo Certificate ManagerSectigo Certificate ManagerHeldno first choiceagainst: Cloudflare Application SecurityKeyfactor Commandagainst: AppViewX CERT+, Sectigo Certificate Manager, Venafi TLS Protectno first choiceagainst: HashiCorp Vault, Microsoft Active Directory Certificate Services
Five alternatives
AppViewX AVX ONE CLM, DigiCert ONE, Keyfactor Command, Microsoft Cloud PKI, SecureW2 JoinNowFour alternatives
AppViewX CERT+, DigiCert ONE, Keyfactor Command, Venafi TLS ProtectTen alternatives
Akeyless, AppViewX CERT+, Azure Key Vault, DigiCert ONE, DigiCert Trust Lifecycle Manager, HashiCorp Vault, Keyfactor Command, Microsoft Cloud PKI, Sectigo Certificate Manager, Venafi Trust Protection PlatformOne alternative
DigiCert Trust Lifecycle ManagerMiniMax M2.5AppViewX CERT+DigiCert CertCentral, Venafi TLS ProtectChangedVenafi TLS ProtectGarantir GaraTrustCyberArk Certificate Manager, Keyfactor Commandagainst: Sectigo Certificate Manager, Smallstep Certificate Managernothing named
Three alternatives
Keyfactor Command, Microsoft Cloud PKI, Sectigo Certificate ManagerThree alternatives
HashiCorp Vault, Keyfactor, Sectigo Certificate ManagerFour alternatives
AppViewX CERT+, DigiCert ONE, Keyfactor Command, Sectigo Certificate ManagerOne alternative
Microsoft Cloud PKITwo alternatives
AppViewX CERT+, DigiCert ONEGPT-6 LunaKeyfactor CommandDigiCert Trust Lifecycle ManagerChangedAppViewX AVX ONE CLM, Keyfactor CommandKeyfactor Commandno first choiceagainst: AWS Certificate Manager, Azure, CyberArk Certificate Manager, DigiCert CertCentral Discovery and Managed Automation, Entrust Certificate Services (ECS) Public Trust, cert-manager
Three alternatives
AppViewX AVX ONE CLM, DigiCert Trust Lifecycle Manager, Palo Alto Networks Next-Generation Trust SecurityTwo alternatives
Keyfactor Command, Next-Generation Trust SecurityFour alternatives
DigiCert Trust Lifecycle Manager, Entrust Certificate Manager, Palo Alto Networks Next-Generation Trust Security, Sectigo Certificate ManagerMuse Glimmer 30BAppViewX CERT+, KeyfactorCyberArk Certificate Manager, formerly VenafiChangedAppViewX CERT+Garantir's GaraTrust Unlimited CLM + PKIagainst: Venafi TLS Protectno first choiceagainst: CyberArk Certificate Manager, DigiCert Trust Lifecycle Manager, Entrust Certificate Manager, Keyfactor, Sectigo Certificate Manager, Venafi TLS Protect
Three alternatives
CyberArk Certificate Manager, formerly Venafi Trust Protection Platform, DigiCert Trust Lifecycle Manager, Sectigo Certificate ManagerFour alternatives
AppViewX AVX ONE CLM, DigiCert ONE, DigiCert Trust Lifecycle Manager, Keyfactor CommandEleven alternatives
AWS Certificate Manager, Azure Key Vault, DigiCert CertCentral, Google Cloud Certificate Authority Service, HashiCorp Vault, Keyfactor, Sectigo Certificate Manager, Smallstep Certificate Manager, Venafi, now CyberArk, cert-manager, step-caTwo alternatives
DigiCert Trust Lifecycle Manager, Keyfactor CommandBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency.
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 15:41 | yes | 10 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:34 | yes | 4 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 16:14 | yes | 10 | 21 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 19:32 | yes | 10 | 5 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:51 | yes | 5 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:06 | yes | 5 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:44 | yes | 20 | 27 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:26 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 15:01 | no | 0 | 30 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:46 | yes | 14 | 39 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:20 | yes | 15 | 32 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:11 | yes | 9 | 59 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 15:15 | yes | 4 | 18 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:09 | yes | 13 | 21 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 15:59 | no | 0 | 5 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:10 | yes | 3 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 15:57 | yes | 11 | 25 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 15:27 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:35 | yes | 5 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:33 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:42 | yes | 21 | 29 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:27 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 16:16 | yes | 9 | 40 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:36 | yes | 8 | 20 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 18:13 | yes | 14 | 28 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:34 | no | 0 | 14 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:50 | yes | 3 | 15 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 18:46 | yes | 11 | 20 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 17:57 | yes | 10 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 18:06 | yes | 4 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:59 | yes | 9 | 25 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 14:17 | yes | 10 | 8 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:56 | yes | 5 | 12 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 18:16 | yes | 5 | 5 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 17:34 | yes | 21 | 48 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:05 | yes | 5 | 4 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:17 | yes | 9 | 28 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 14:29 | yes | 19 | 48 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:09 | yes | 24 | 57 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 19:21 | yes | 25 | 61 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:49 | yes | 6 | 19 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:38 | yes | 14 | 21 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:53 | yes | 17 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 17:24 | yes | 5 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 19:14 | yes | 7 | 21 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 15:44 | yes | 10 | 4 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:50 | yes | 10 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 17:48 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:07 | yes | 24 | 34 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:58 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 08:54 | yes | 10 | 47 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:24 | yes | 24 | 26 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 14:09 | yes | 21 | 196 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 17:48 | yes | 23 | 58 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 13:57 | yes | 2 | 16 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:28 | yes | 23 | 34 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 18:22 | yes | 19 | 14 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:59 | yes | 4 | 10 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 16:43 | yes | 2 | 23 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 15:53 | yes | 10 | 11 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:17 | yes | 9 | 16 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 19:22 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:31 | yes | 24 | 54 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:56 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:36 | no | 0 | 32 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:20 | yes | 21 | 55 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:53 | yes | 17 | 28 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:42 | yes | 10 | 76 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:12 | yes | 5 | 28 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:36 | yes | 15 | 22 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:02 | yes | 25 | 14 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 16:10 | yes | 4 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 17:17 | yes | 12 | 28 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 15:28 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:39 | yes | 18 | 17 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 10:35 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 15:21 | yes | 24 | 69 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:08 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 13:29 | yes | 19 | 51 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:31 | yes | 24 | 57 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 08:43 | yes | 24 | 59 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:55 | yes | 21 | 62 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 16:48 | yes | 4 | 24 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 16:11 | yes | 21 | 34 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
AppViewX read as AppViewX CERT+
AppViewX (AVX ONE / CERT+) read as AppViewX CERT+
AppViewX (AVX ONE CLM) read as AppViewX CERT+
AppViewX AVX ONE read as AppViewX CERT+
AppViewX CERT+ / AVX ONE read as AppViewX CERT+
AppViewX CLM read as AppViewX AVX ONE CLM
CyberArk read as CyberArk Certificate Manager
CyberArk (Venafi) read as CyberArk Certificate Manager
CyberArk Venafi (Venafi Control Plane) read as CyberArk Certificate Manager
DigiCert read as DigiCert Trust Lifecycle Manager
DigiCert (EasyCA) read as DigiCert Trust Lifecycle Manager
DigiCert (Trust Lifecycle Manager) read as DigiCert Trust Lifecycle Manager
Entrust read as Entrust Certificate Manager
Keytos read as Keytos EZCA
Palo Alto Networks NGTS read as Palo Alto Networks Next-Generation Trust Security
Palo Alto Networks NGTS (formerly Venafi) read as Palo Alto Networks Next-Generation Trust Security
Palo Alto Networks Next-Gen Trust Security (Venafi) read as Palo Alto Networks Next-Generation Trust Security
Sectigo read as Sectigo Certificate Manager
Sectigo (Sectigo Certificate Manager - SCM) read as Sectigo Certificate Manager
Sectigo (formerly Comodo) read as Sectigo Certificate Manager
SecureW2 read as SecureW2 JoinNow
Smallstep read as Smallstep Certificate Manager
Venafi read as Venafi TLS Protect
Venafi (CyberArk Certificate Manager) read as Venafi TLS Protect
Venafi (CyberArk) read as Venafi TLS Protect
Venafi (Palo Alto Networks) read as Venafi TLS Protect
Venafi (TLS Protect) read as Venafi TLS Protect
Venafi (now CyberArk Certificate Manager / TLS Protect) read as Venafi TLS Protect
Venafi (now CyberArk Certificate Manager) read as Venafi TLS Protect
Venafi (now CyberArk) read as Venafi TLS Protect
Venafi (now Palo Alto Networks) read as Venafi TLS Protect
Venafi (now part of CyberArk) read as Venafi TLS Protect
Venafi (now under CyberArk) read as Venafi TLS Protect
Unresolved, counted raw
AWS Certificate Manager (ACM) Private CA
Active Directory Certificate Services (AD CS)
Azure Key Vault Managed PKI
CFSSL
CyberArk (formerly Venafi) — Trust Protection Platform
CyberArk Certificate Manager, formerly Venafi
CyberArk Certificate Manager, formerly Venafi Trust Protection Platform
CyberArk's former Venafi certificate-management line
Entrust Certificate Services (ECS) Public Trust
Garantir GaraTrust
Garantir's GaraTrust Unlimited CLM + PKI
GlobalSign PKI Manager
Google CA Service
HID PKIaaS
ManageEngine Certificate Manager
Microsoft ADCS
Next-Generation Trust Security
OpenSSL/Certbot
Palo Alto Networks formerly Venafi
Sectigo Manager
Venafi, now CyberArk
Venfi Trust Protection Platform
Discontinued, still offered
No shut-down product was recommended here.