Meta Platforms (META)

Consumer-AI platform (the apps) + the Llama open models + a massive GPU build — AI to power advertising + the open-model bet

AI exposure 25% — derived from reported segment revenue, not asserted.

Where it sits

AI Platforms → Hyperscalers & Cloud Platforms · figures rebased to Q2 2026, reported 2026-07-29

Advertising (AI-driven) delivered on Meta's own hyperscale infrastructure is 98% of revenue, so Hyperscalers & Cloud Platforms is effectively the whole company rather than one leg of it. The rest is tagged separately: Consumer AI & Device Platforms at 2%.

Also tagged: emerging in AI Platforms → Consumer AI & Device Platforms.

Reported segments

Family of Apps (FB/IG/WhatsApp/Messenger) — 98% of revenue
Reality Labs (VR/AR/metaverse) — 2% of revenue

Primary B6 HYPERSCALERS — Meta operates planetary-scale data-center infrastructure (one of the largest hyperscalers by infra footprint), even though it does NOT sell public cloud/IaaS (internalInfra flag). Consumer-AI/ads is the monetization (B6 Consumer secondary). Llama = frontier AI built in-house.

How the 25% is built

Family of Apps (FB/IG/WhatsApp/Messenger) — 98% of revenue × 25% AI-driven (estimate). Unchanged estimate — Q2 2026 gave ad impressions +14% and average price per ad +12%, both consistent with the AI-ranking flywheel management describes, but Meta reports no AI-attributable revenue; the proof of the $130-145B capex programme remains internal rather than a reportable line
Reality Labs (VR/AR/metaverse) — 2% of revenue × 5% AI-driven (estimate). Unchanged estimate — VR/AR hardware revenue is small and its operating loss widened to $4.62B in Q2 2026; AI features touch it only lightly

Investment read

Moat. Social-network effects (the apps + ~3B users) + ad-targeting data + the Llama open-model strategy + a huge GPU buildout; the consumer-AI-distribution moat.

Bottleneck / pricing power. Strong pricing power (ad-targeting dominance + AI-improved ad ROI + the engagement flywheel); AI directly lifts the core ad business.

Role in the AI stack. The consumer-AI + advertising-platform layer (apps + Llama).

Connected companies

NVIDIA (NVDA) — META is supplied by: GPUs for AI training
Advanced Micro Devices (AMD) — META is supplied by: MI300X serves Llama inference at Meta (100% of live Llama 3.1 405B traffic per OCP 2024)
Digital Realty Trust (DLR) — META is supplied by: wholesale data-center space for Meta
Broadcom (AVGO) — META is supplied by: custom accelerator (MTIA) co-design + networking
Apple (AAPL) — META competes with: AR/VR + smart glasses (Quest / Ray-Ban Meta vs Apple Vision)
CoreWeave (CRWV) — META is supplied by: $14.2B compute deal (Sept 2025) expanded with an additional $21B agreement (Apr 2026), ~$35B total; part of the backlog that reached $129.2B by the Aug 11, 2026 Q2 call
EMCOR Group (EME) — META is supplied by: data-center construction for Meta
Comfort Systems USA (FIX) — META is supplied by: data-center construction for Meta
Dycom Industries (DY) — META is supplied by: long-haul/middle-mile fiber construction serving hyperscaler network buildout (Meta not publicly named as direct customer)
Everpure (fmr Pure Storage) (P) — META is supplied by: all-flash storage (DirectFlash) design win for Meta AI
Super Micro Computer (SMCI) — META is supplied by: AI servers for Meta
Arista Networks (ANET) — META is supplied by: AI networking switches for Meta
Celestica (CLS) — META is supplied by: builds data-center hardware for Meta (hyperscaler)
Constellation Energy (CEG) — META is supplied by: nuclear PPA (Clinton Clean Energy Center) for Meta data centers

Others in Hyperscalers & Cloud Platforms

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