Tonaily AI Visibility Index · août 2026
Les marques de cybersécurité les plus visibles dans les réponses IA
Nous avons posé 30 questions d'achat cybersécurité, sans jamais nommer de marque, à OpenAI, Gemini, Claude, puis mesuré quelles marques reviennent le plus souvent.
- Mise à jour
- août 2026
- Questions
- 30
- Moteurs IA
- 3
- Réponses analysées
- 90
- Marques détectées
- 54
Édition anglophone. Cette page présente en français une étude menée avec un panel de
questions en anglais, pensé pour refléter les recherches d'achat de logiciels au niveau mondial
(language = en, market = global). Les réponses des moteurs varient selon la langue et la
zone géographique : une édition française utilisera de vraies questions françaises, pas la traduction de celles-ci.
Les marques cybersécurité les plus visibles
Score de visibilité
apparaît dans 67% des réponses
En tête sur OpenAI
Score de visibilité
apparaît dans 66% des réponses
En tête sur Gemini, Claude
Classement complet
54 marques détectées sur 90 réponses IA. Triez par moteur pour voir où les modèles divergent.
| Rang | Marque | Score | OpenAI | Gemini | Claude | Couverture | Évolution |
|---|---|---|---|---|---|---|---|
| 1 | | 57.5 | 66.3 #1 | 59.8 #2 | 46.4 #2 | 67% | . |
| 2 | | 57.2 | 51.5 #2 | 71.5 #1 | 48.4 #1 | 66% | . |
| 3 | | 42.8 | 48.0 #3 | 48.2 #4 | 32.2 #3 | 53% | . |
| 4 | | 34.4 | 39.2 #4 | 56.4 #3 | 7.6 #18 | 43% | . |
| 5 | | 29.4 | 33.1 #5 | 24.0 #8 | 31.1 #4 | 37% | . |
| 6 | | 27.8 | 21.8 #7 | 35.9 #5 | 25.7 #5 | 33% | . |
| 7 | | 21.1 | 20.0 #10 | 25.1 #7 | 18.1 #7 | 28% | . |
| 8 | | 17.0 | 20.4 #9 | 20.3 #11 | 10.2 #10 | 22% | . |
| 9 | | 16.9 | 12.4 #17 | 30.2 #6 | 8.3 #13 | 21% | . |
| 10 | | 16.7 | 9.9 #20 | 17.8 #12 | 22.5 #6 | 21% | . |
| 11 | | 16.7 | 23.9 #6 | 20.7 #9 | 5.4 #22 | 21% | . |
| 12 | | 12.4 | 17.4 #12 | 17.1 #13 | 2.7 #29 | 17% | . |
| 13 | | 12.0 | 12.9 #15 | 15.4 #16 | 7.8 #14 | 16% | . |
| 14 | Google Cloud 13 réponses | 11.7 | 17.3 #13 | 15.3 #17 | 2.5 #31 | 14% | . |
| 15 | | 11.1 | 12.8 #16 | 7.6 #27 | 12.9 #9 | 14% | . |
| 16 | | 11.1 | 20.6 #8 | 9.9 #24 | 2.8 #28 | 14% | . |
| 17 | | 10.8 | 14.7 #14 | 10.1 #22 | 7.6 #17 | 14% | . |
| 18 | | 10.1 | 19.8 #11 | 4.9 #30 | 5.4 #21 | 13% | . |
| 19 | | 9.5 | 7.8 #22 | 15.7 #14 | 5.0 #24 | 12% | . |
| 20 | | 9.4 | 6.2 #31 | 12.6 #19 | 9.5 #11 | 11% | . |
| 21 | | 9.3 | 7.4 #24 | 20.4 #10 | . | 12% | . |
| 22 | | 9.3 | 9.9 #19 | 2.5 #36 | 15.4 #8 | 12% | . |
| 23 | | 8.5 | 7.5 #23 | 15.5 #15 | 2.4 #33 | 11% | . |
| 24 | | 8.0 | 2.6 #39 | 12.8 #18 | 8.5 #12 | 10% | . |
| 25 | | 7.8 | 10.0 #18 | 7.6 #28 | 5.8 #20 | 10% | . |
| 26 | | 6.5 | 7.2 #27 | 12.2 #20 | . | 9% | . |
| 27 | | 5.8 | 7.4 #25 | 10.1 #23 | . | 8% | . |
| 28 | | 5.7 | 7.3 #26 | 9.8 #25 | . | 8% | . |
| 29 | | 4.4 | 2.4 #48 | 10.9 #21 | . | 6% | . |
| 30 | | 4.1 | 2.5 #40 | 2.4 #41 | 7.4 #19 | 6% | . |
| 31 | | 4.0 | 9.6 #21 | 2.5 #40 | . | 6% | . |
| 32 | | 3.6 | 2.4 #46 | 8.6 #26 | . | 4% | . |
| 33 | | 3.5 | 2.4 #43 | 2.8 #33 | 5.2 #23 | 4% | . |
| 34 | | 3.2 | 7.2 #28 | . | 2.5 #32 | 4% | . |
| 35 | | 2.7 | 2.7 #37 | 2.7 #34 | 2.8 #26 | 3% | . |
| 36 | | 2.6 | . | . | 7.7 #15 | 3% | . |
| 37 | | 2.5 | . | . | 7.6 #16 | 3% | . |
| 38 | Salt Security 3 réponses | 2.5 | 4.8 #36 | 2.7 #35 | . | 3% | . |
| 39 | | 2.5 | . | 7.4 #29 | . | 3% | . |
| 40 | | 2.5 | 2.4 #47 | . | 5.0 #25 | 3% | . |
| 41 | | 2.4 | 4.8 #33 | . | 2.5 #30 | 3% | . |
| 42 | | 2.4 | . | 4.9 #32 | 2.4 #34 | 3% | . |
| 43 | | 2.4 | 7.2 #29 | . | . | 3% | . |
| 44 | | 2.4 | 7.2 #30 | . | . | 3% | . |
| 45 | | 1.8 | 2.7 #38 | . | 2.8 #27 | 2% | . |
| 46 | | 1.7 | 5.0 #32 | . | . | 2% | . |
| 47 | | 1.6 | 2.4 #41 | 2.5 #37 | . | 2% | . |
| 48 | | 1.6 | . | 4.9 #31 | . | 2% | . |
| 49 | Terrascan 2 réponses | 1.6 | 2.4 #42 | 2.5 #39 | . | 2% | . |
| 50 | | 1.6 | 2.4 #45 | 2.5 #38 | . | 2% | . |
| 51 | | 1.6 | 4.8 #34 | . | . | 2% | . |
| 52 | | 1.6 | 4.8 #35 | . | . | 2% | . |
| 53 | | 0.8 | 2.4 #44 | . | . | 1% | . |
| 54 | Noname Security 1 réponses | 0.8 | 2.4 #49 | . | . | 1% | . |
Ce que disent les données
Chaque chiffre ci-dessous est calculé à partir du jeu de données de cette page.
- Microsoft Defender leads the Cybersecurity ranking overall (57.5) and comes first on 1 of 3 engines.
- The top 5 Cybersecurity brands capture 38% of all brand mentions across the 54 brands detected.
- Google Cloud ranks #13 on OpenAI but #31 on Claude, the largest engine disagreement in the top 15.
- CrowdStrike is the first brand named in 23% of AI answers, more often than any other Cybersecurity brand.
- 2 of the 54 Cybersecurity brands detected appear in a single AI answer, showing how concentrated AI recommendations remain.
Moteur par moteur
Top 10 par moteur. Le même marché, lu par quatre modèles différents.
OpenAI
gpt-5.4-mini
- 1Microsoft Defender 66.3
- 2CrowdStrike 51.5
- 3Palo Alto Networks 48.0
- 4SentinelOne 39.2
- 5Splunk 33.1
- 6Wiz 23.9
- 7Okta 21.8
- 8Proofpoint 20.6
- 9Zscaler 20.4
- 10Fortinet 20.0
Gemini
gemini-3-flash-preview
- 1CrowdStrike 71.5
- 2Microsoft Defender 59.8
- 3SentinelOne 56.4
- 4Palo Alto Networks 48.2
- 5Okta 35.9
- 6Cisco 30.2
- 7Fortinet 25.1
- 8Splunk 24.0
- 9Wiz 20.7
- 10Abnormal Security 20.4
Claude
claude-haiku-4-5
- 1CrowdStrike 48.4
- 2Microsoft Defender 46.4
- 3Palo Alto Networks 32.2
- 4Splunk 31.1
- 5Okta 25.7
- 6Cloudflare 22.5
- 7Fortinet 18.1
- 8Elastic Security 15.4
- 9Sophos 12.9
- 10Zscaler 10.2
Les 30 questions posées
Aucune ne nomme de marque. Chaque moteur a reçu la question telle quelle, sans consigne de format. Elles sont reproduites dans leur langue d'origine.
- 01 What are the best cybersecurity solutions for companies?
- 02 Which cybersecurity vendors would you recommend?
- 03 What are the leading enterprise security platforms today?
- 04 Which security products should a company evaluate first?
- 05 What are the best tools to protect a company from cyber attacks?
- 06 Which security platforms are worth considering for a B2B company?
- 07 What is the best endpoint protection solution?
- 08 Which platform is best for cloud security posture management?
- 09 What tool should we use for identity and access management?
- 10 Which SIEM platform would you recommend?
- 11 What is the best solution for email security and phishing protection?
- 12 Which vendor is best for vulnerability management?
- 13 What cybersecurity tools should a 50-person company use?
- 14 Which security platform is right for a mid-market company without a SOC?
- 15 What security stack should a fast-growing SaaS company put in place?
- 16 Which cybersecurity vendors are appropriate for a large enterprise?
- 17 What security solution works for a company with a small IT team?
- 18 Which security platform should we choose if our current one generates too many false positives?
- 19 What cybersecurity solution is easy to deploy without a dedicated security team?
- 20 Which security vendor should we consider if our current contract is too expensive?
- 21 What tool helps consolidate too many separate security products?
- 22 Which security platform is easiest to operate day to day?
- 23 Which security platform has the best threat detection and response?
- 24 Which vendor offers the strongest zero trust network access?
- 25 What security product has the best automation and integrations?
- 26 Which platform offers the best security analytics and reporting?
- 27 Which cybersecurity vendor offers the best value for money?
- 28 Which security platform is easiest to adopt?
- 29 Which cybersecurity vendor is the most trusted by security teams?
- 30 Which security solution provides the best balance between coverage and cost?
Votre marque n'est pas où vous voudriez ?
L'Index est une photographie publique d'un marché. Tonaily suit votre propre marque et vos concurrents dans les réponses IA, mois après mois, et vous montre sur quelles questions vous gagnez.
Limites. Les réponses des IA évoluent dans le temps. L'Index mesure la visibilité dans des réponses générées, pas des parts de marché, ni la qualité d'un produit, ni un chiffre d'affaires. Ce n'est pas un classement des meilleurs cybersécurité, mais des marques les plus visibles dans ce panel de réponses IA.
Citer ce jeu de données
Ce classement est libre de citation et de partage. L'attribution permet de remonter d'un chiffre à sa source.
Tonaily. "Cybersécurité AI Visibility Index, août 2026." https://tonaily.com/ai-visibility-index/cybersecurity/