AI Company
OpenAI
Also known as: OpenAI Inc
OpenAI is an American artificial intelligence research and deployment company, best known for ChatGPT and the GPT family of large language models. Its products and APIs are used both directly by consumers and as the underlying models inside many other tools. For marketers, OpenAI matters mainly because ChatGPT has become a common place where people ask questions that they once typed into a search engine.
What it is
OpenAI is the company behind ChatGPT, the GPT series of language models, image generation with DALL-E, and speech models such as Whisper. It sells access to its models through an API as well as through consumer and business versions of ChatGPT. Many third party applications, from writing assistants to customer support tools, are built on top of these models rather than on models the vendor trained itself.
Why it matters
ChatGPT is one of the largest sources of AI generated answers, so whether and how your brand appears in its responses affects awareness and consideration. Because so many other products call OpenAI models through the API, a single model family can shape answers across a wide spread of tools. Understanding what the models can retrieve, and what they only know from training, helps you judge where to invest effort.
How it works
Practitioners test prompts in ChatGPT that mirror real buying questions, then record which brands, sources and claims appear. They check whether ChatGPT's browsing and search behaviour is pulling live pages or answering from model memory, since the two need different fixes. Some teams also use the API to run the same prompts repeatedly at scale so they can track changes over time rather than relying on one off checks.
When it applies
This applies whenever your audience is likely to research problems, vendors or how to questions in ChatGPT, and whenever you are assessing tools that quietly run on OpenAI models.
Examples
- A B2B software team runs twenty buying stage prompts in ChatGPT each month and logs which vendors are named in the answer.
- A publisher reviews its robots and licensing position to decide how OpenAI crawlers may access its archive.
- An agency uses the OpenAI API to repeat a set of category prompts fifty times and measure how often each client brand is mentioned.
How it is measured
- Share of tested prompts where your brand is mentioned in a ChatGPT answer
- Frequency of your domain being cited as a source in ChatGPT responses with browsing
- Referral sessions from chatgpt.com in analytics
- Accuracy rate of brand facts, pricing and positioning in generated answers
Insights on OpenAI
- ChatGPT Sponsored Agents: OpenAI Turns Ads Into Conversations
- OpenAI Agents API: The Agent Loop Is Now a Free Hosted Product
- ChatGPT for Financial Services: OpenAI Starts Selling Outcomes
- GPT-Live-1 Makes Voice Cheap. Nobody Can Measure It Yet
- The ChatGPT Data Agent Removes the Query, Not the Responsibility
- 1 Billion ChatGPT Users: What That Number Does and Does Not Tell You
- Research Acceleration: OpenAI's Agent Metrics Marketers Should Copy
- OpenAI Wiki Incident: When AI Agents Write to the Open Web
Related terms in AI Company
- Amazon Web ServicesAmazon Web Services is Amazon's cloud computing division, providing compute, storage, databases, networking and machine learning services on a pay as you go basis. It is one of the main cloud platforms used to host websites, data pipelines and AI applications. For AI work it offers services such as Amazon Bedrock, SageMaker, OpenSearch and various vector and database options.
- AnthropicAnthropic is an AI company that builds the Claude family of large language models and positions safety research at the centre of its work. Its products include the Claude apps, a developer API and Claude integrations used inside other tools. For marketers, Anthropic matters because Claude is one of the assistants where buyers now ask questions that used to start in a search engine.
- BroadcomBroadcom is a US semiconductor and infrastructure software company, listed as AVGO, that supplies networking, storage, wireless and custom silicon alongside a large enterprise software portfolio. In AI it is known for data centre networking components and for co-designing custom accelerators with large cloud operators. Its software side expanded significantly with the acquisition of VMware.
- CerebrasCerebras Systems is a US computing company that builds very large wafer-scale processors and systems for training and running AI models. It sells hardware and also offers a hosted inference service that runs open models at high token generation speeds. It matters to search and marketing teams mainly as one of the infrastructure options behind fast AI assistants and agents.
- GoogleGoogle is the search engine and technology company owned by Alphabet, and the operator of Search, YouTube, Chrome, Android, Google Ads and Google Cloud. It develops the Gemini family of AI models and surfaces generated answers in products such as AI Overviews. For most businesses it remains the largest single source of organic and paid search demand.
- Google DeepMindGoogle DeepMind is Google's artificial intelligence research and development unit, formed by combining DeepMind with the Google Brain team in 2023. DeepMind was founded in London in 2010 and acquired by Google in 2014. The unit develops Google's Gemini models alongside longer-running research projects such as AlphaFold.
Primary research · August 2026
How ChatGPT Shortlists Software Brands
An audit across 10 categories and 60 buying questions. I recorded what ChatGPT reads, throws away and links to when a buyer asks it which software to buy, and what that decides.
- 60
- Questions asked
- 10
- Software markets
- 2,680
- Results read
- 367
- Links shown
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