Certificate lifecycle management for small business buyers
Asked as “certificate lifecycle management platform”, and as “SSL/TLS certificate management tool”, on behalf of a small B2B company. 54 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
35%
Contested · ManageEngine Key Manager Plus 7%
35Sectigo Certificate Manager07ManageEngine Key Manager Plus06Cloudflare SSL/TLS52others
35% of first choices, contested.
Since October 2026▲+23Since October 2026: 12% → 35%, +23 points. Past the 11-point floor: movement.Sectigo Certificate Manager held the lead, +23 points on 12%, past the 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.This pageMid-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.Standing →
Sectigo Certificate Manager35%Contested▲+23Since October 2026: 12% → 35%, +23 points. Past the 11-point floor: movement.This pageMid-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.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Sectigo Certificate Manager35%8%62endorsed leader▲+23Since October 2026: 12% → 35%, +23 points. Past the 11-point floor: movement.12% → 35%
Sectigo Certificate Manager35%8%62endorsed leader▲+23Since October 2026: 12% → 35%, +23 points. Past the 11-point floor: movement.12% → 35%02
ManageEngine Key Manager Plus7%0%12accepted challenger▲+2Since October 2026: 5% → 7%, +2 points. Inside the 11-point floor: within noise.5% → 7%
ManageEngine Key Manager Plus7%0%12accepted challenger▲+2Since October 2026: 5% → 7%, +2 points. Inside the 11-point floor: within noise.5% → 7%03
ZeroSSL6%6%33accepted challenger▼−1Since October 2026: 7% → 6%, −1 point. Inside the 11-point floor: within noise.7% → 6%
ZeroSSL6%6%33accepted challenger▼−1Since October 2026: 7% → 6%, −1 point. Inside the 11-point floor: within noise.7% → 6%04Cloudflare SSL/TLS6%12%17accepted challenger▼−1Since October 2026: 7% → 6%, −1 point. Inside the 11-point floor: within noise.7% → 6%
05
DigiCert CertCentral6%30%10criticized challenger▲+2Since October 2026: 4% → 6%, +2 points. Inside the 11-point floor: within noise.4% → 6%
DigiCert CertCentral6%30%10criticized challenger▲+2Since October 2026: 4% → 6%, +2 points. Inside the 11-point floor: within noise.4% → 6%06AWS Certificate Manager4%0%24accepted challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise.0% → 4%
07
Smallstep Certificate Manager4%0%20accepted challenger▼−1Since October 2026: 5% → 4%, −1 point. Inside the 11-point floor: within noise.5% → 4%
Smallstep Certificate Manager4%0%20accepted challenger▼−1Since October 2026: 5% → 4%, −1 point. Inside the 11-point floor: within noise.5% → 4%08Certbot4%8%24accepted challenger▼−5Since October 2026: 9% → 4%, −5 points. Inside the 11-point floor: within noise.9% → 4%
09
DigiCert ONE4%25%20criticized challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise.0% → 4%
DigiCert ONE4%25%20criticized challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 11-point floor: within noise.0% → 4%10
cert-manager2%0%13accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%
cert-manager2%0%13accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise.0% → 2%11
DigiCert Trust Lifecycle Manager2%50%24criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%
DigiCert Trust Lifecycle Manager2%50%24criticized challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise.2% → 2%Show the eight products at 0%, ordered by negative rate
16
CyberArk Certificate Manager0%100%14criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
CyberArk Certificate Manager0%100%14criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%19Venafi TLS Protect0%90%30criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise.2% → 0%
17Keyfactor Command0%82%22criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Keyfactor Command0%82%22criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%18
AppViewX CERT+0%79%28criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
AppViewX CERT+0%79%28criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%15
Keyfactor0%60%20criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Keyfactor0%60%20criticized challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%14
Let's Encrypt0%16%19accepted challenger▼−11Since October 2026: 11% → 0%, −11 points. Inside the 11-point floor: within noise.11% → 0%
Let's Encrypt0%16%19accepted challenger▼−11Since October 2026: 11% → 0%, −11 points. Inside the 11-point floor: within noise.11% → 0%12
HashiCorp Vault0%0%19accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
HashiCorp Vault0%0%19accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%13
Akeyless0%0%16accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise.0% → 0%
Akeyless0%0%16accepted 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.
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 small business.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 →
010203C04
05A06
07C08
09101112131415161718V19
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Sectigo Certificate Manager35%
Sectigo Certificate Manager35%02ManageEngine Key Manager Plus7%
ManageEngine Key Manager Plus7%03ZeroSSL6%
ZeroSSL6%04Cloudflare SSL/TLS6%
05DigiCert CertCentral6%
DigiCert CertCentral6%06AWS Certificate Manager4%
07Smallstep Certificate Manager4%
Smallstep Certificate Manager4%08Certbot4%
09DigiCert ONE4%
DigiCert ONE4%10cert-manager2%
cert-manager2%11DigiCert Trust Lifecycle Manager2%
DigiCert Trust Lifecycle Manager2%12HashiCorp Vault0%
HashiCorp Vault0%13Akeyless0%
Akeyless0%14Let's Encrypt0%
Let's Encrypt0%15Keyfactor0%
Keyfactor0%16CyberArk Certificate Manager0%
CyberArk Certificate Manager0%17Keyfactor Command0%
Keyfactor Command0%18AppViewX CERT+0%
AppViewX CERT+0%19Venafi TLS Protect0%
What they warned about
Four of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.20, Mistral Small, Qwen 3.7 Flash, GLM 4.7 FlashX, MiniMax M2.5 and GPT-6 Luna 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
90%
27 of 30 labels negative · 13 of 14 models · 14 hard negative
“Avoid for small teams: Venafi TLS Protect and DigiCert Trust Lifecycle Manager are rated top for completeness but notes for small teams are: "May be more than small teams need"” Muse Glimmer 30B, direct prompt
AppViewX CERT+79%
22 of 28 labels negative · 11 of 14 models · 12 hard negative
“Enterprise-Grade CLM Platforms (Venafi, Keyfactor, AppViewX) ... make these a poor fit for resource-constrained teams.” Claude Haiku 4.5, negative prompt
Keyfactor Command82%
18 of 22 labels negative · 10 of 14 models · 8 hard negative
“quotes can exceed $100k, with pricing that's sales-gated and not transparent ... too costly for small/medium businesses” Grok 4.20, negative prompt
CyberArk Certificate Manager100%
14 of 14 labels negative · 8 of 14 models · 7 hard negative
“not a single "enterprise" suite like Venafi/CyberArk or DigiCert Trust Lifecycle Manager, which tend to be overkill on cost and setup for a small team” Muse Glimmer 30B, direct 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
74 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. 832 links across 158 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 · G252 answers · 88 citations · 14 models
vendor site · Akeyless46 answers · 47 citations · 12 models
vendor site · Sectigo34 answers · 85 citations · 11 models
vendor site · AppViewX31 answers · 37 citations · 12 models
25 answers · 28 citations · 9 models
publisher (Gane)23 answers · 23 citations · 8 models
vendor site · SourceForge21 answers · 27 citations · 10 models
vendor site · Infisical19 answers · 23 citations · 7 models
vendor site · QCecuring18 answers · 22 citations · 8 models
vendor site · DigiCert17 answers · 22 citations · 9 models
15 answers · 20 citations · 8 models
vendor site · Keytos15 answers · 15 citations · 8 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.
46 answers · 12 models
35 answers · 13 models
24 answers · 12 models
23 answers · 8 models
16 answers · 8 models
15 answers · 8 models
14 answers · 8 models
13 answers · 6 models
11 answers · 4 models
11 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 |
|---|---|---|---|---|---|---|---|---|
| Sectigo SCM Pro sectigo.com Sectigo Certificate Manager 35%, Sectigo SCM Pro 4% | 39% | 177 | 880 | 2 | 64,855 | $809 | 34 | 3 |
| DigiCert ONE digicert.com DigiCert CertCentral 6%, DigiCert ONE 4%, DigiCert Trust Lifecycle Manager 2% | 11% | 91 | 260 | 2 | 510,419 | 5 | 4 | |
| ManageEngine parent site ManageEngine Key Manager Plus 7% | 7% | 23 | 8,100 | 675 | ||||
| ZeroSSL zerossl.com | 6% | 44 | 1,600 | 26 | 9,820 | 21 | ||
| Cloudflare parent site Cloudflare SSL/TLS 6% | 6% | 17 | 550,000 | 10,897 | ||||
| Let's Encrypt letsencrypt.org Let's Encrypt + Certbot 6%, Let's Encrypt 0% | 6% | 21 | 8,100 | 719 | 135,310 | |||
| Smallstep step-ca smallstep.com Smallstep Certificate Manager 4%, Smallstep step-ca 2% | 6% | 34 | 40 | 0 | 8,139 | 6 | ||
| AWS parent site AWS Certificate Manager 4% | 4% | 53 | 368,000 | 114,001 | ||||
| Certbot | 4% | 2,900 | 342 | |||||
| GlobalSign Atlas globalsign.com | 4% | 5 | 40 | 0 | 54,482 | 1 | 9 |
Google's top ten for the three searches hold 21 sites; 6 of them are among the sites the models cited here (digicert.com, g2.com, qcecuring.com, reddit.com, sectigo.com, sourceforge.net). 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 a small B2B company?”Paraphrase“Which SSL/TLS certificate management tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top certificate lifecycle management platforms for a small team and how do they differ?”Budget-constrained“What is the best certificate lifecycle management platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a certificate lifecycle management platform. What should we look at?”Negative“Which certificate lifecycle management platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5GlobalSign AtlasGlobalSign Atlas, TrackSSLChangedagainst: DigiCert CertCentralSectigo Certificate ManagerManageEngine Key Manager Plus, Sectigo SCM Prono first choiceagainst: AppViewX CERT+, Keyfactor, Remedy, ServiceNow, Venafi TLS Protect
Two alternatives
Entrust Certificate Hub, Sectigo Certificate ManagerThree alternatives
AWS Certificate Manager, Sucuri, ZeroSSLThree alternatives
Entrust Certificate Hub, TrackSSL, ZeroSSLThree alternatives
AWS Certificate Manager, GlobalSign Atlas, Sectigo Certificate ManagerGPT-5.4 miniSectigo Certificate Manageragainst: DigiCert CertCentral / Trust Lifecycle ManagerDigiCert CertCentralChangedDigiCert CertCentral, Sectigo Certificate Manageragainst: Venafi TLS ProtectSmallstep Certificate Manageragainst: Venafi TLS Protectno first choiceagainst: CyberArk Certificate Manager, DigiCert CertCentral, Keyfactor Command, Sectigo Certificate Manager
Two alternatives
GlobalSign LifeCycleX / TLS Connect, Keyfactor CommandTwo alternatives
Certbot, Sectigo Certificate ManagerThree alternatives
AppViewX AVX ONE CLM, Keyfactor Command, SecureW2 JoinNowOne alternative
CertKit Community EditionGemini 3.5 FlashSectigo Certificate Manageragainst: Keyfactor Command, Venafi TLS ProtectAWS Certificate Manager, Cloudflare SSL/TLSChangedAWS Certificate Manager, Azure Key Vaultagainst: AppViewX CERT+, Keyfactor Command, Venafi TLS ProtectSmallstep Certificate Manageragainst: AppViewX CERT+, Keyfactor, Venafi TLS Protectno first choiceagainst: AppViewX CERT+, Venafi TLS Protectagainst: AppViewX CERT+, Keyfactor, Microsoft Active Directory Certificate Services, Venafi TLS Protect
Seven alternatives
Akeyless, Certbot, DigiCert Trust Lifecycle Manager, Infisical, Let's Encrypt, Smallstep Certificate Manager, cert-managerSeven alternatives
Caddy Web Server, Certbot, Certify The Web, DigiCert CertCentral, SSLMate, Sectigo Certificate Manager, TrackSSLFive alternatives
EZCA, HashiCorp Vault, Infisical, Smallstep Certificate Manager, cert-managerNine alternatives
AWS Certificate Manager, Azure Key Vault, CZERTAINLY, CertKit, Certbot, Certify The Web, OpenXPKI, Sectigo SCM Pro, acme.shSeven alternatives
AWS Certificate Manager, Cloudflare SSL/TLS, Keytos EZCA, ManageEngine Key Manager Plus, Sectigo Certificate Manager, Smallstep Certificate Manager, cert-managerPerplexity SonarManageEngine Key Manager Plusagainst: CyberArk Certificate Manager, KeyfactorCloudflare SSL/TLSChangedagainst: Sectigo Certificate ManagerManageEngine Key Manager Plus, Sectigo Certificate Manager, Smallstep Certificate Manageragainst: AppViewX CERT+, Keyfactor CommandManageEngine Key Manager Plusagainst: AppViewX CERT+, CyberArk Certificate Manager, Keyfactor, Venafi TLS Protectno first choiceagainst: AppViewX CERT+, CyberArk Certificate Manager, DigiCert Trust Lifecycle Manager, Entrust Certificate Manager, Keyfactor Command, Microsoft Active Directory Certificate Services, Sectigo Certificate Manager
Five alternatives
AWS Certificate Manager, Cloudflare SSL/TLS, Sectigo Certificate Manager, Smallstep Certificate Manager, cert-managerTwo alternatives
AWS Certificate Manager, SSL.comTwo alternatives
DigiCert Trust Lifecycle Manager, cert-managerThree alternatives
SSL.com, Sectigo Certificate Manager, Smallstep Certificate ManagerGrok 4.20DigiCert ONEagainst: CyberArk Certificate Manager, Venafi TLS ProtectSectigo Certificate ManagerChangedagainst: AppViewX CERT+, DigiCert Trust Lifecycle Manager, Venafi TLS ProtectSmallstep Certificate Manageragainst: AppViewX CERT+, CyberArk Certificate Manager, Keyfactor Command, Venafi TLS ProtectCertbotagainst: DigiCert ONE, Keyfactor, Sectigo Certificate Manager, Venafi TLS Protectno first choiceagainst: Venafi TLS Protectagainst: AppViewX CERT+, CyberArk Certificate Manager, DigiCert Trust Lifecycle Manager, Entrust Certificate Manager, Keyfactor Command, Sectigo Certificate Manager, Venafi TLS Protect
Three alternatives
HashiCorp Vault, Keyfactor Command, Sectigo Certificate ManagerThree alternatives
AWS Certificate Manager, Let's Encrypt with Certbot, ZeroSSLFour alternatives
DigiCert ONE, Google Cloud Certificate Authority Service, Sectigo Certificate Manager, ZeroSSLSeven alternatives
AWS Certificate Manager, Google Cloud Certificate Authority Service, HashiCorp Vault's PKI engine, ManageEngine Key Manager Plus, Smallstep Certificate Manager, ZeroSSL, cert-managerMistral SmallSectigo Certificate Manager, ZeroSSLno first choiceChangedSectigo Certificate Manager, ZeroSSLLet's Encrypt + Certbot, Sectigo Certificate Managerno first choiceagainst: Certbot, Keyfactor, Let's Encrypt, Venafi TLS Protect
Two alternatives
DigiCert ONE, Let's Encrypt + CertbotTwo alternatives
DigiCert ONE, Let's EncryptThree alternatives
Entrust Certificate Hub, ManageEngine Key Manager Plus, ZeroSSLDeepSeek V4 FlashSectigo Certificate ManagerSectigo Certificate ManagerHeldagainst: AppViewX CERT+, DigiCert CertCentral, ZeroSSLAppViewX CERT+, Infisical, Sectigo Certificate Manageragainst: DigiCert ONE, Keyfactor CommandSectigo SCM Proagainst: AppViewX CERT+, CyberArk Certificate Manager, DigiCert Trust Lifecycle Manager, Keyfactor CommandCertbot, cert-manageragainst: AppViewX CERT+, DigiCert Trust Lifecycle Manager, Venafi/CyberArkagainst: AppViewX CERT+, Keyfactor Command, Venafi TLS Protect
Four alternatives
AWS Certificate Manager, Cloudflare SSL/TLS, ManageEngine Key Manager Plus, ZeroSSLTwo alternatives
Cloudflare SSL/TLS, SSL.comTwo alternatives
AWS Certificate Manager, ZeroSSLTwo alternatives
Certbot + Let's Encrypt, Keyfactor EJBCA CommunitySeven alternatives
Akeyless, Caddy, Certificate Expiry Monitor, HashiCorp Vault, Keyfactor, SSL Certificate Monitor, Sectigo SCM ProLlama 4 MaverickSectigo Certificate ManagerSectigo Certificate ManagerHeldno first choiceSectigo Certificate Managerno first choiceagainst: AppViewX CERT+, DigiCert Trust Lifecycle Manager, Keyfactor Command, Venafi TLS Protect
Four alternatives
Certbot, DigiCert ONE, Entrust Certificate Hub, Let's EncryptTwelve alternatives
AWS Certificate Manager, Akeyless, Certbot, Cloudflare Application Security and Performance, DigiCert ONE, HashiCorp Vault, Keyfactor, Let's Encrypt, SSL Manager, SSL.com, Venafi TLS Protect, ZeroSSLFour alternatives
Certbot, Let's Encrypt, SSL.com, ZeroSSLQwen 3.7 FlashDigiCert ONEagainst: AppViewX CERT+, Keyfactor Command, Venafi TLS ProtectDigiCert Trust Lifecycle ManagerChangedSectigo Certificate Manageragainst: Keyfactor, Venafi TLS ProtectSectigo Certificate Manager, ZeroSSLagainst: DigiCert Trust Lifecycle Manager, Venafi TLS Protectno first choiceagainst: AppViewX CERT+, EJBCA, Venafi Trust Protection Platform
Three alternatives
HashiCorp Vault, Sectigo Certificate Manager, ZeroSSLTwo alternatives
SSL.com, Sectigo Certificate ManagerFour alternatives
Akeyless, DigiCert ONE, HashiCorp Vault, ZeroSSLOne alternative
Let's Encrypt + CertbotKimi K2Sectigo Certificate Manageragainst: AppViewX CERT+, DigiCert ONE, Keyfactor Command, Venafi/CyberArkSectigo Certificate ManagerHeldagainst: DigiCert ONE, Let's Encrypt + CertbotSectigo Certificate ManagerLet's Encrypt + CertbotSectigo Certificate Manageragainst: Cloudflare SSL/TLS, CyberArk Certificate Manager, DigiCert Trust Lifecycle Manager, Entrust Certificate Manager, Keyfactor Command, Sectigo SCM Pro, Venafi TLS Protect
Four alternatives
Cloudflare Application Security, Let's Encrypt + Certbot, SSL.com, ZeroSSLOne alternative
Cloudflare SSL/TLSFour alternatives
AWS Certificate Manager, DigiCert Trust Lifecycle Manager, SCEPman, ZeroSSLOne alternative
ManageEngine Key Manager PlusTwo alternatives
DigiCert Trust Lifecycle Manager, Smallstep Certificate ManagerGLM 4.7 FlashXSectigo Certificate Manageragainst: DigiCert ONEDigiCert CertCentralChangedagainst: Certbot, Let's EncryptSmallstep Certificate Manageragainst: Cloudflare SSL/TLS, DigiCert ONE / Trust Lifecycle Manager, Google Cloud CA, Keyfactor Command, ZeroSSLManageEngine Key Manager Plusno first choiceagainst: AppViewX CERT+, Cloudflare Application Security, Keyfactor Commandagainst: Keyfactor Command, On-Premises Internal CA Solutions, Venafi TLS Protect
Two alternatives
Let's Encrypt + Certbot, Microsoft Cloud PKITwo alternatives
Cloudflare SSL/TLS, Sectigo Certificate ManagerThree alternatives
Entrust Certificate Hub, Monofor / Monopam Certificate Manager, TigerTrust Certificate ManagementThree alternatives
Cloudflare SSL/TLS, HashiCorp Vault, cert‑managerSix alternatives
AWS Certificate Manager, Akeyless, DigiCert ONE, HashiCorp Vault, Sectigo Certificate Manager, ZeroSSLMiniMax M2.5Sectigo Certificate ManagerComodo SSL Store, Sectigo Certificate ManagerChangedagainst: Let's EncryptSectigo Certificate ManagerLet's Encrypt + Certbot, ZeroSSLDigiCert CertCentralagainst: Microsoft Intune, SCCMagainst: CyberArk Certificate Manager, Keyfactor, Venafi TLS Protect
Four alternatives
DigiCert ONE, Keyfactor Command, Microsoft Cloud PKI, ZeroSSLFive alternatives
Certware, DigiCert Trust Lifecycle Manager, EZCA, Microsoft Cloud PKI, ZeroSSLTwo alternatives
GlobalSign Atlas, Sectigo Certificate ManagerThree alternatives
AppViewX CERT+, Keyfactor, Smallstep Certificate ManagerGPT-6 LunaAWS Certificate ManagerCloudflare SSL/TLSChangedSectigo Certificate Manageragainst: CertCentral, DigiCert Trust Lifecycle ManagerManageEngine Key Manager Plus Standardagainst: DigiCert Trust Lifecycle Managerno first choiceagainst: AppViewX CERT+, CyberArk Certificate Manager, DigiCert Trust Lifecycle Manager, Keyfactor Command, TrackSSL
Two alternatives
Cloudflare SSL/TLS, DigiCert Trust Lifecycle ManagerTwo alternatives
AWS Certificate Manager, Certbot with Let's EncryptFour alternatives
AWS Certificate Manager, ManageEngine Key Manager Plus, Smallstep Certificate Manager, cert-managerMuse Glimmer 30BSectigo Certificate Manageragainst: CyberArk Certificate Manager, DigiCert Trust Lifecycle Manager, Keyfactor, Venafi TLS ProtectSectigo Certificate ManagerHeldTrackSSL, ZeroSSLCertbot + Let's Encrypt, Smallstep step-cano first choiceagainst: CyberArk Certificate Manager, Keyfactor, Venafi TLS Protectagainst: AppViewX CERT+, CyberArk Certificate Manager, Keyfactor, Venafi TLS Protect
Seven alternatives
AWS Certificate Manager, Certbot, Cloudflare Application Security and Performance, Google Cloud Certificate Authority Service, Let's Encrypt, Microsoft Cloud PKI, ZeroSSLThree alternatives
Certbot, Let's Encrypt, ZeroSSLTwo alternatives
ManageEngine Key Manager Plus, Sectigo Certificate ManagerFour alternatives
Certimate, ManageEngine Key Manager, cert-manager, certctlBold 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 09:19 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:49 | yes | 5 | 6 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 13:59 | yes | 12 | 23 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 09:17 | yes | 10 | 3 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 14:32 | yes | 5 | 14 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 18:24 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 16:12 | yes | 24 | 38 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 14:46 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:18 | yes | 8 | 39 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:43 | yes | 22 | 30 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 17:58 | yes | 22 | 32 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 15:49 | yes | 5 | 20 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:53 | yes | 4 | 12 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:41 | yes | 15 | 20 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:00 | yes | 9 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:13 | yes | 2 | 6 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 10:42 | no | 0 | 15 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 11:44 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 16:58 | yes | 5 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:08 | no | 0 | 1 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:41 | yes | 24 | 26 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:38 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:58 | no | 0 | 28 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:11 | yes | 19 | 100 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:53 | yes | 10 | 45 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:48 | yes | 5 | 32 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:19 | yes | 4 | 12 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 14:23 | yes | 15 | 23 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:00 | yes | 10 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:28 | yes | 4 | 8 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 12:44 | yes | 5 | 24 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 11:49 | yes | 10 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:47 | yes | 20 | 21 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 15:57 | yes | 5 | 6 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 13:25 | yes | 24 | 33 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 13:53 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:02 | yes | 5 | 32 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 16:02 | yes | 14 | 39 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:54 | yes | 24 | 53 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:26 | yes | 10 | 39 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:14 | yes | 7 | 23 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:26 | yes | 22 | 40 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 13:13 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:53 | yes | 3 | 4 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 10:51 | yes | 12 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 15:42 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 15:35 | yes | 10 | 13 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 14:04 | yes | 5 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 14:38 | yes | 22 | 27 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:04 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 14:11 | yes | 5 | 30 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 09:07 | yes | 15 | 42 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:56 | yes | 25 | 37 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:52 | yes | 5 | 34 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:14 | yes | 2 | 12 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 19:33 | yes | 15 | 23 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 16:59 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:57 | no | 0 | 5 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 15:47 | no | 0 | 15 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 15:45 | yes | 10 | 6 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 17:42 | yes | 15 | 14 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 08:35 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:25 | yes | 21 | 47 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:33 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:08 | no | 0 | 28 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:44 | yes | 20 | 28 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:35 | yes | 15 | 41 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 14:17 | no | 0 | 32 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:01 | yes | 3 | 16 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 17:46 | yes | 13 | 19 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:48 | yes | 18 | 7 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 18:26 | yes | 4 | 5 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 19:31 | no | 0 | 16 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 16:47 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 18:57 | yes | 13 | 14 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:23 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:32 | yes | 22 | 27 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 08:58 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 17:25 | yes | 10 | 42 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 17:24 | yes | 24 | 29 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:08 | yes | 23 | 83 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:59 | yes | 10 | 32 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:34 | yes | 4 | 26 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 13:23 | yes | 15 | 27 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
AWS ACM read as AWS Certificate Manager
AppViewX read as AppViewX CERT+
AppViewX (CERT+ / AVX ONE CLM) read as AppViewX CERT+
AppViewX (CERT+) read as AppViewX CERT+
Cloudflare read as Cloudflare SSL/TLS
Cloudflare (for SSL/TLS certificates) read as Cloudflare SSL/TLS
Cloudflare Universal SSL read as Cloudflare SSL/TLS
CyberArk read as CyberArk Certificate Manager
DigiCert read as DigiCert Trust Lifecycle Manager
DigiCert (Trust Lifecycle Manager) read as DigiCert Trust Lifecycle Manager
DigiCert (specifically "OneConnect") read as DigiCert Trust Lifecycle Manager
DigiCert TLM read as DigiCert Trust Lifecycle Manager
Entrust read as Entrust Certificate Manager
Google Cloud Certificate Authority read as Google Cloud Certificate Authority Service
Keytos (EZCMS) read as Keytos EZCA
Sectigo read as Sectigo Certificate Manager
Sectigo (SCM Pro) read as Sectigo Certificate Manager
Sectigo (formerly Comodo) read as Sectigo Certificate Manager
Smallstep read as Smallstep Certificate Manager
Smallstep (Certificate Manager / step-ca) read as Smallstep Certificate Manager
Smallstep (`step-ca`) read as Smallstep Certificate Manager
Smallstep (step-ca) read as Smallstep Certificate Manager
Venafi read as Venafi TLS Protect
Venafi (CyberArk) read as Venafi TLS Protect
Venafi (by CyberArk) read as Venafi TLS Protect
Venafi (now CyberArk Certificate Manager / part of 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
CZERTAINLY
CertKit Community Edition
CertLocker / CertKit
Certbot with Let's Encrypt
Certificate Expiry Monitor
Certimate
Certware
Comodo SSL Manager
Comodo SSL Store
DigiCert's Certificate Hub
EJBCA Community
GlobalSign LifeCycleX / TLS Connect
GoDaddy SSL Certificates
Google CAS
HashiCorp Vault's PKI engine
Keyfactor EJBCA Community
Let's Encrypt plus Certbot
ManageEngine Key Manager
ManageEngine Key Manager Plus Standard
ManageEngine KeyManager Plus
Microsoft PKI Services
MixCertificate
Monofor / Monopam Certificate Manager
On-Premises Internal CA Solutions
OpenXPKI
Palo Alto NGTS
QCecuring CLM
SCEPman
SSL Certificate Monitor
SSL Manager
Thawte
TigerTrust Certificate Management
certctl
cert‑manager
eMudhra CertiNext
Discontinued, still offered
No shut-down product was recommended here.