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Compare moats

Up to three covered companies, band by band. Every call is a curated editorial judgment, never a disclosed figure — and every band carries its cited basis.

Alphabet GOOGL ai moat: latest change 2026-02-04 KLA Corporation KLAC ai moat: latest change 2026-08-06 Space Exploration Technologies Corp. (SpaceX) SPCX ai moat: latest change 2026-08-06
Moat rating wide

Google Search commands ~91% of worldwide search (StatCounter, Jun 2026) and Alphabet sustained a 32% consolidated operating margin on $402.8B of FY2025 revenue (FY2025 10-K), evidence of a durable, dominant advantage.

source: sec.gov

wide

The fiscal 2026 10-K states 'The strength of our competitive positions in many of our existing markets is primarily due to our leading technology', and frames process control as 'an essential enabler' of the yield ramp in fabs the filing says now cost 'well above $10 billion'.

source: sec.gov

narrow

The moat is narrow rather than wide. The filing names real entry barriers in launch — capital, technological expertise, licences and established government and commercial relationships — and adds spectrum and orbital resources in connectivity, while warning that the company's "leadership position in various markets, especially in orbital launch services" could attract competition-law scrutiny. The AI segment has barriers too: "Our AI businesses likewise compete in markets characterized by significant barriers to entry." Durability is capped by three-to-five-year satellite lives that force perpetual replacement launches, but the moat is not eroding: subscribers are 12.0M against 6.0M.

source: sec.gov

Moat type network effects

The 10-K states competing in advertising depends on simultaneously attracting and retaining users, advertisers, and content providers — a three-sided marketplace whose value compounds with scale, the classic network-effect flywheel behind ~85% of Alphabet's revenue.

source: sec.gov

intangibles ip

The 10-K reports over 9,100 active patents and over 3,600 pending applications with terms running through 2045, alongside proprietary process-control software (Klarity, I-PAT, aiSIGHT) that turns inspection and metrology data into yield learning.

source: sec.gov

cost scale

The advantage is cost and scale. The stated model is extreme vertical integration plus reusability driving unit cost down: per NASA, the first Falcon 9 cut launch cost to about $2,700/kg, roughly 85% below the $18,500/kg historical average, and Falcon 9 has "demonstrated the ability to refly a first-stage 34 times" (3/31/26). The filing credits rising cadence, cargo capacity and "declining unit costs—driven by rapid reusability—have generated a compounding competitive advantage". SpaceX also launches its own constellation, and Competition notes "some of these service providers are also launch customers of SpaceX". Spectrum and licence intangibles reinforce the cost advantage.

source: sec.gov

Leadership clear leader

Clear leader in its core markets — ~91% of worldwide search and ~69% of mobile OS (StatCounter, Jun 2026) — though only the #3 hyperscaler in cloud infrastructure at ~13%, behind AWS and Azure (Synergy Research, Q2 2025).

source: sec.gov

clear leader

The 10-K opens by describing KLA as a supplier of 'industry-leading equipment and services' and attributes its competitive positions 'in many of our existing markets' primarily to leading technology; named competitors are Applied Materials, ASML, Hitachi High-Tech, Lasertec and Onto Innovation.

source: sec.gov

clear leader

SpaceX leads clearly in its two established segments but not in its newest. The prospectus calls it "the primary launch provider for the U.S. government" — 11 of 12 NSSL medium and heavy lift missions and all five U.S. crew and cargo ISS missions for NASA in 2025 — and says Starlink is "the sole low-latency network available globally", low-latency self-defined as under 70ms; it flags competition-law scrutiny risk from that leadership. AI is the exception, with OpenAI, Anthropic, Google, Meta and Microsoft named as competitors, some with greater resources, in a segment the filing calls early stage. Cadence slipped: H1 2026 Falcon launches 77 versus 81, mass to orbit 1,041t versus 1,102t.

source: sec.gov

Pricing power strong

A 32% consolidated operating margin held flat 2024→2025 on $402.8B revenue (FY2025 10-K), reflecting strong pricing power in a near-monopoly search-ad auction.

source: sec.gov

strong

Services were approximately 23% of fiscal 2026 total revenues on an installed base that recurs, backlog nearly doubled to $12.57 billion, and SEC-reported net income was 35.6% of revenue in fiscal 2026 with operating income at 41.2% of revenue in fiscal 2025.

source: sec.gov

moderate

Pricing power is moderate — a deliberate give-back from a cost position rather than weakness. Management states its strategy is "rather than prioritizing increases in ARPU" and expects Starlink ARPU to keep declining as it adds lower-priced plans and adjusts monthly service fees; the Q2 10-Q shows ARPU of $66 versus $85 while Connectivity operating income rose 79.4%. Launch sells on fixed-price contracts, one to five years for Launch Services and up to fourteen for Launch and Development. Concentration is material: about one-fifth of 2025 revenue came from U.S. federal agencies, with all launch contracts firm fixed-price and terminable at the government's convenience without advance notice.

source: sec.gov

Summary

Alphabet's core engine is a three-sided advertising marketplace — the FY2025 10-K says competing depends on simultaneously attracting users, advertisers, and content providers — anchored by Google Search's ~91% worldwide share and Android's ~69% mobile-OS share (StatCounter, Jun 2026), which give it unmatched reach and first-party data. That scale converts to profit: a 32% consolidated operating margin on $402.8B of FY2025 revenue.

KLA sells the inspection, metrology and yield-management layer a fab must run to reach volume production: the 10-K says accelerating the yield ramp ahead of competitors is critical to chipmakers' profitability, and backlog nearly doubled from $7.86 billion to $12.57 billion in the year to June 30, 2026 'due to strong demand driven by the AI infrastructure buildout'.

Two real moats and one expensive bet. Launch and Starlink rest on facts the filing states outright: barriers of capital, technology, licences, spectrum and orbital resources; about 9,600 satellites, roughly 75% of all active maneuverable satellites in orbit; the only globally available low-latency network; a NASA-cited cost per kilogram about 85% below the historical average; a first stage reflown 34 times. Connectivity rivals buy launches from it. What caps it: satellites live three to five years and must be perpetually replaced; H1 2026 Falcon launches and mass to orbit both fell and Falcon 9 flights are expected to decline; about 20% of 2025 revenue is U.S. federal, competitively bid and terminable at will; 86% of Q2 capex ($15.8bn of $18.4bn) went to an AI segment whose cloud revenue sits with few customers on 90-day-terminable contracts. Q2 operating loss $143M; H1 loss $2,086M.

Chain position

Full-stack AI player: designs its own TPU accelerators, operates Google Cloud (the #3 hyperscaler), and develops the Gemini frontier models — both a supplier of AI compute and a developer of AI products.

Sits beside the process steps rather than in them — it measures and inspects what deposition, etch and lithography produce, and TSMC alone exceeded 10% of revenue in each of the last three fiscal years.

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Products (share / barrier)
  • Metrology (Archer overlay, SpectraFilm, SpectraShape, Therma-Probe) Top 3 · Deep source: sec.gov
  • PCB and Component Inspection (Orbotech direct imaging, ICOS) Unknown · Moderate source: sec.gov
  • Reticle and mask inspection (Teron, TeraScan, LMS IPRO) Top 3 · Deep source: sec.gov
  • Semiconductor process-control software (Klarity, I-PAT, aiSIGHT, 5D Analyzer) Unknown · Moderate source: sec.gov
  • Specialty Semiconductor Process (SPTS etch, deposition and plasma dicing) Niche · Moderate source: sec.gov
  • Wafer defect inspection and review (Surfscan, Puma, eSixx, eDR7xxx, Voyager) Leader · Deep source: sec.gov
Long-horizon vote +0.42 at weight 0.20 · swarm bullish

Editorial prior, not backtested.

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+0.42 at weight 0.20 · swarm neutral

Editorial prior, not backtested.

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+0.20 at weight 0.20 · swarm bearish

Editorial prior, not backtested.

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