AI Company
Meta
Also known as: Meta Platforms, Facebook Inc
Meta is the US technology company behind Facebook, Instagram, WhatsApp, Messenger and the Quest headsets, formerly known as Facebook, Inc. It runs one of the largest digital advertising businesses in the world. It also develops the Llama family of open weight large language models and the Meta AI assistant built into its apps.
What it is
Meta Platforms operates social and messaging apps used by billions of people, plus hardware in virtual and augmented reality. Its revenue comes overwhelmingly from advertising across those apps. On the AI side it publishes Llama models with openly available weights and embeds an assistant, Meta AI, into its consumer products.
Why it matters
For marketers, Meta is both a paid distribution channel and, increasingly, a place where people ask questions of an AI assistant rather than browsing feeds. Its open weight models are widely used by developers and vendors, so tools you buy may be running Llama underneath. Changes to its ad ranking, targeting or content policies move performance for large numbers of advertisers at once.
How it works
Advertisers buy through Meta Ads Manager, using automated products that let the system choose placements and creative combinations across Facebook, Instagram and Messenger. Developers download or access Llama models to fine tune and self host applications, which appeals to teams with data residency or cost constraints. Organic teams maintain brand and product profiles, catalogues and messaging channels so the apps and the assistant can surface accurate details.
When it applies
It applies when your audience spends time in Meta apps, when you run paid social, or when you are choosing between closed and open weight models for an internal AI build.
Examples
- A direct to consumer brand runs Advantage+ shopping campaigns on Instagram and Facebook using a synced product catalogue.
- An engineering team fine tunes a Llama model on internal support tickets and hosts it in its own cloud environment for data control.
- A local service business keeps its WhatsApp Business profile, hours and price list current so enquiries arriving through the app get accurate replies.
How it is measured
- Return on ad spend and cost per acquisition by Meta placement
- Share of assisted conversions where Meta appears in the path
- Response and resolution times in Messenger and WhatsApp enquiry channels
- Cost per token or per request for self hosted Llama deployments versus commercial API alternatives
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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