Meta
Meta in the enterprise
As of November 5, 2026. Every figure links to its source; company-reported numbers are labeled as such.
Meta is mostly an advertising company, and nearly all of its business AI so far is sold through ads and messaging, not enterprise software contracts. In Q3 2026, advertising brought in $63.1 billion of its $64.6 billion revenue. The non-ad line closest to selling AI to businesses, "Family of Apps other revenue", was $1.1 billion, up 59%, driven mainly by businesses paying for WhatsApp messages and subscriptions (company figures). Meta has said new AI businesses can begin adding revenue in 2027 but has not put a number on enterprise sales.
Its broadest business product is Meta Business Agent, an AI assistant that answers customer chats, recommends products, books appointments and qualifies sales leads on WhatsApp, Messenger and Instagram. Meta said in Jun 2026 that more than 1 million businesses had started using it. The agent was free at launch and is now one of more than 50 features in Meta One, its paid subscription across Instagram, Facebook and WhatsApp. In 2026 Meta also began selling directly to large companies. It priced its first paid model API (Muse Spark 1.1, at $1.25 per million input tokens and $4.25 per million output tokens) in Jul 2026, and in Sep 2026 it formed the Meta Enterprise Platform under former MongoDB CEO CJ Desai. Its older Llama models remain openly available, including to US federal agencies under a 2025 GSA agreement.
The enterprise push is early and unproven. Meta named no large enterprise customers for its new platform, has not detailed security or contract terms, and has a mixed record in workplace software: it shut down Workplace in May 2026 and Horizon Workrooms in Feb 2026. Futurum's Mitch Ashley warns that customer-service bots and content-generation tools are becoming commodities. What to watch: whether Meta's reach (500 million businesses use its products, it says) turns into paid agent and API revenue in 2027, against Microsoft, Google, OpenAI and Anthropic.
Key numbers
| Measure | Figure | As of | Source |
|---|---|---|---|
| Businesses using Meta Business Agent | 1 million+ | Jun 2026 | Meta unveils AI Business Agent platform for WhatsApp, Instagram and Messenger (Business Today) |
| Family of Apps "other" revenue (mainly WhatsApp paid messaging and subscriptions) | $1.1B (+59% YoY) | Q3 2026 | Meta Platforms Third Quarter 2026 Results Conference Call transcript (Meta) |
| Businesses using Meta's products | 500 million | Oct 2026 | Meta Platforms Third Quarter 2026 Results Conference Call transcript (Meta) |
| Advertisers using Meta's generative-AI ad creative tools | Nearly 10 million | Q3 2026 | Meta Platforms Third Quarter 2026 Results Conference Call transcript (Meta) |
| Workplace, Meta's former enterprise collaboration product | 7 million+ paid subscribers by 2021; shut down May 2026 | Sep 2026 | Meta Launches Enterprise AI Platform Featuring Muse (Techstrong.ai) |
| 2026 capital spending outlook | $135B-$145B | Oct 2026 | Meta Q3 revenue rises 26% to USD 64.6 billion, net income jumps 264% (Times of Oman / ANI) |
What it sells to businesses
| Meta Business Agent | An AI assistant that handles customer chats on WhatsApp, Messenger and Instagram: answering questions, recommending products, booking appointments and qualifying leads. |
| Meta Business Agent Platform | Lets larger businesses build custom agents that plug into their own systems such as Shopify and Zendesk, priced by usage. |
| Meta Model API (Muse Spark) | Pay-as-you-go access to Meta's newest AI model for companies building their own AI products. |
| Muse Code | Meta's AI coding tool, sold to enterprises alongside the model API through the Meta Enterprise Platform. |
| Llama models | Meta's free, openly downloadable AI models that companies and governments can run on their own infrastructure. |
| WhatsApp Business Platform and Meta One | Paid business messaging on WhatsApp, plus Meta One, a subscription across Meta's apps that includes Business Agent among 50+ features. |
Named customers and deployments
| Customer | What they did | When | Source |
|---|---|---|---|
| US General Services Administration (federal government) | OneGov agreement making Meta's Llama models available for use across federal agencies; GSA confirmed they meet federal requirements. | Sep 2025 | Meta offers agencies access to its open source AI models through OneGov deal (Nextgov/FCW) |
| Lockheed Martin | Built Llama into its internal AI Factory for code generation, data analysis and business process improvement. | Nov 2024 | Meta makes Llama AI available for US defence and security (Army Technology) |
| Scale AI | Customizing Llama for US national security teams, for operational planning and finding vulnerabilities. | Nov 2024 | Meta makes Llama AI available for US defence and security (Army Technology) |
| Cline | AI coding company given early access to Meta's first paid model API (Muse Spark 1.1) before the public preview. | Jul 2026 | Meta Prices Its First Paid AI Model API at $4.25 per Million Output Tokens (Implicator.ai) |
| Simply Organic | Using Meta's AI business assistant for advertisers, reported a 57% increase in purchases and 36% lower cost per purchase, per Meta. | Oct 2026 | Meta Platforms Third Quarter 2026 Results Conference Call transcript (Meta) |
Partnerships
| Partner | Deal | When | Source |
|---|---|---|---|
| Sierra, Walmart, Stripe and Shopify | Industry partners developing Meta's Personal Agent Protocol, an open standard for AI agents to transact with businesses. | Oct 2026 | Meta Platforms Third Quarter 2026 Results Conference Call transcript (Meta) |
| Shopify and Zendesk | Named among the hundreds of business systems that agents built on the Meta Business Agent Platform can connect to. | Jun 2026 | Conversations 2026: Presentamos el agente comercial de Meta (Meta) |
| IBM, AWS and Microsoft | IBM offers Llama to national security agencies through watsonx; AWS and Microsoft Azure host Llama for sensitive government data. | Nov 2024 | Meta makes Llama AI available for US defence and security (Army Technology) |