# OpenAI: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 3 categories by 4 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/openai

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI voice agents](https://www.gane.ai/index/gtm/customer/ai-voice-agents/index.md) | 0% | 106 | 50% | 2 |
| [AI marketing agents](https://www.gane.ai/index/gtm/marketing/ai-marketing-agents/index.md) | 0% | 148 | 100% | 1 |
| [Chatbots and conversational AI for support](https://www.gane.ai/index/gtm/customer/chatbots-and-conversational-ai-for-support/index.md) | 0% | 79 | 0% | 1 |

## And against it

- "OpenAI's ad-related terms explicitly say generated creatives may be inaccurate, noncompliant, or unsuitable, and should not be treated as guaranteed correct." (GPT-5.4 mini, AI marketing agents)
- "thin, white-labeled wrappers around basic OpenAI/ElevenLabs APIs packaged with aggressive affiliate marketing" (Gemini 3.5 Flash, AI voice agents)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 1 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named OpenAI, from 11 of the 12 answers that named it (only the models that return a source list).

### Domains cited

- developers.openai.com: 3 (its own site)
- ftc.gov: 3
- openai.com: 3 (its own site)
- aircall.io: 2
- bland.ai: 2
- decagon.ai: 2
- docs.cloud.google.com: 2
- globenewswire.com: 2
- infobip.com: 2
- rasa.com: 2

### Pages cited

- https://aircall.io/blog/support/ai-voice-agent-privacy: 2
- https://decagon.ai/blog/ai-chatbots-customer-service: 2
- https://developers.openai.com/api/docs/guides/voice-agents: 2
- https://globenewswire.com/news-release/2026/10/30/3392462/0/en/voice-ai-agents-market-size-share-trends-and-industry-analysis-global-forecast-to-2036-market-to-reach-43-83-billion-at-24-cagr-as-speech-to-speech-ai-scales-enterprise-automation.html: 2
- https://infobip.com/blog/enterprise-ai-chatbots: 2
- https://infobip.com/blog/how-to-choose-chatbot-platform: 2
- https://rasa.com/blog/chatbot-challenges: 2
- https://reddit.com/r/VoiceAutomationAI/comments/1pnvl2n/red_flags_i_noticed_while_evaluating_voice_ai: 2

## In its own words

What OpenAI's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Research & Deployment (https://openai.com/)
- For: businesses and enterprise plans (https://openai.com/business/pricing/)
- Price stated: $20/month if billed annually. $25/month if billed monthly. $100/month if billed annually. $125/month if billed monthly. Custom pricing (https://openai.com/business/pricing/)
- Starting price: 20 (https://openai.com/business/pricing/)
- Free plan or trial: The free version of ChatGPT is available to everyone. (https://openai.com/business/pricing/)
- Certifications: SOC 2 Type II, ISO 27001, ISO 27017, ISO 27018, ISO 27701, PCI DSS
- Hosting: US, EU, UK, JP, CA, KR, SG, IN
- Customers named: Morgan Stanley, PwC, Robinhood, Square, Zendesk, Amgen, Bain & Company, Datadog

## What it publishes

Every page openai.com exposes, read 2026-09-29: 10532 addresses. By kind, pages and the last 90 days:

- blog: 6 pages, 0 in the last 90 days, latest undated
- case study: 7 pages, 0 in the last 90 days, latest 2023-05-21
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest undated
- conference or event: 7 pages, 0 in the last 90 days, latest 2023-04-27
- report or ebook: 26 pages, 0 in the last 90 days, latest 2023-01-12
- comparison: 125 pages, 0 in the last 90 days, latest 2022-08-01
- template or tool: 4 pages, 0 in the last 90 days, latest 2023-03-10
- glossary or explainer: 119 pages, 0 in the last 90 days, latest 2021-06-10
- podcast or video: 11 pages, 0 in the last 90 days, latest 2023-06-01
- news or press: 5 pages, 0 in the last 90 days, latest 2023-02-24
- Recent: 2023-06-01 podcast or video: 244671 https://community.openai.com/t/chat-and-summarize-youtube-videos-learn-from-lectures-podcasts-interviews-etc/244671
- Recent: 2023-05-21 case study: 221540 https://community.openai.com/t/real-world-problem-solved-with-chatgpt-just-a-success-story/221540
- Recent: 2023-04-27 conference or event: 181097 https://community.openai.com/t/gpt4-shows-up-in-personal-playground-but-cannot-access-using-api/181097
- Recent: 2023-03-27 case study: 123071 https://community.openai.com/t/case-study-for-om475-choosing-the-best-method-of-transportation/123071
- Recent: 2023-03-19 case study: 107055 https://community.openai.com/t/https-openai-com-customer-stories-inworld-ai/107055
- Recent: 2023-03-19 conference or event: 107153 https://community.openai.com/t/conference-on-ai-call-for-papers/107153

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.