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Real sample — 2026-07-31 USPTO data · Not a live subscription digest

Sample digest — Nice Class 9 (software & electronics)

Validation sample, produced from real USPTO daily file apc260731 (activity 2026-07-31). 446 new pending applications in Class 9 that day; this is the Monday-morning cut.

Selection: 8 of 446 shown. Chosen for attorney-relevant signals — frontier-AI crowding, pro se filers (office-action leads), descriptiveness/§2(e) risk, foreign-owner anomalies, and portfolio/enforcement patterns. The filter is configurable per subscriber (class, keyword, flag type).

Similarity scores: each entry lists the closest marks found in the same USPTO file — both the day’s new filings and the existing register. Score 1.0 = identical; ≥0.70 = strong; 0.55–0.70 = moderate. Composite of character-level, token-overlap, and containment measures.

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MarkLookout sample — Monday digest 2026-07-31 USPTO data

Subject: 8 new trademark filings in Class 9 worth your attention — week ending Jul 31, 2026

AI infrastructure marks keep coming, short acronym marks are creeping into commodity electronics, and one liquor company is filing for smart cameras. Here’s what crossed the register this week.

  1. MACHGEN

    Ser. 50024155 — filed 2026-07-31 · §1(a) use-in-commerce

    • Cl. 9
    • Cl. 42

    AI infrastructure software: training, benchmarking and deploying LLMs (also Cl. 42, PaaS inference serving). MachGen AI, Inc., Santa Clara, CA.

    Closest marks: MACH ( 0.73 , Cl. 9/35, registered 2023 ) · LMCACHE ( 0.71 , Cl. 9, pending )

    Why flagged: Frontier-AI infra is the most crowded corner of Cl. 9 right now — “MACH”-prefix marks, check your clients in dev tooling. The registered MACH mark makes this a live §2(d) question, not just a crowded field.

  2. EUHEDRON

    Ser. 50024194 — filed 2026-07-31 · §1(b) intent-to-use

    • Cl. 9
    • Cl. 42

    Software feeding a user’s personal data as context to AI agents; AI-drafted email (also Cl. 42 SaaS). Euhedron LLC, Washington, CT.

    Closest marks: AETHER ONE ( 0.67 , Cl. 9/42/44, pending ) · THEON ( 0.62 , Cl. 9, pending )

    Why flagged: “Personal context for AI agents” is an emerging sub-niche — expect overlapping filings; good watch candidate if you represent AI clients.

  3. LIFEVIBE

    Ser. 50024196 — filed 2026-07-31 · §1(a) use-in-commerce

    • Cl. 9

    Mobile app for AI-based wellness recommendations and lifestyle tracking. Vibe JA LLC, Santa Barbara, CA. No attorney of record (pro se).

    Closest marks: LIFECUE ( 0.67 , Cl. 9, published for opposition — two serials, one filed 3 days earlier ) · LIFEMIND ( 0.62 , Cl. 9/42/44, pending )

    Why flagged: “LIFE”-formative + wellness AI; pro se filing — possible client-development lead for response to office actions. LIFECUE got there first by 3 days.

  4. CONTROLGEAR

    Ser. 50024145 — filed 2026-07-31 · §1(a) use-in-commerce

    • Cl. 9

    Circuit breakers, contactors, power and change-over switches, relays. ControlGear, LLC, Gibsonia, PA. Pro se.

    Closest marks: CONTROLOS ( 0.70 , Cl. 9/42, pending ) · KONTROL HAUS ( 0.61 , Cl. 9, pending )

    Why flagged: Descriptiveness risk (“control” + “gear” for control gear) — watch the §2(e) disclaimer/refusal path. CONTROLOS overlap adds a §2(d) wrinkle on top.

  5. DHS

    Ser. 50024113 — filed 2026-07-31 · §1(a) use-in-commerce

    • Cl. 9

    Lithium-ion batteries. Shenzhen Zhidong Lvtu Technology Co., Ltd. (CN).

    Closest marks: MHS ( 0.67 , Cl. 9 + 10 others, registered 2025 ) · DSC ( 0.67 , Cl. 9, 1994 filing )

    Why flagged: Three-letter mark identical to a federal agency acronym on commodity batteries — expect a §2(a) false-connection question. Three-letter space is dense; several near-identical acronyms already registered.

  6. ZOXALA

    Ser. 50024150 — filed 2026-07-31 · §1(a) use-in-commerce

    • Cl. 9

    Smart cameras, wireless earbuds, smartwatches, security cameras. Shenzhen Qianding Liquor Industry Co., Ltd. (CN).

    Closest marks: ZALANDO ( 0.62 , Cl. 9 + 15 others, major EU retailer, pending ) · ZOLLARO ( 0.62 , Cl. 9/42, pending )

    Why flagged: Applicant is a liquor-industry company filing consumer electronics — classic unrelated-goods portfolio pattern; watch for specimen-of-use issues at publication. ZALANDO’s multi-class registration makes this a realistic §2(d) fight.

  7. COUCH QUEST

    Ser. 50024202 — filed 2026-07-31 · §1(b) intent-to-use

    • Cl. 9

    Downloadable video/computer game software, incl. multiplayer. Zer0 Studios LLC, Schaumburg, IL. Pro se.

    Closest marks: COUCHBASE ( 0.60 , Cl. 9/42, registered 2011 — database software ) · COURAGEQUEST ( 0.70 , Cl. 9/16/41, pending )

    Why flagged: Couch-coop/party-game space is crowded — if you rep indie studios, this is the third couch/party-game filing this month. COUCHBASE is a live registered mark in software — “couch” marks in Cl. 9 have an incumbent.

  8. JOTCHUA

    Ser. 50024093 — filed 2026-07-31 · §1(a) use-in-commerce

    • Cl. 9

    Downloadable images “in the field of” fictional characters, internet memes, comedy. Jotchua IP LLC, New Orleans, LA. Pro se.

    Closest marks: no strong matches in file (best: JUNCHUU 0.57) — distinctive coined mark.

    Why flagged: Single-purpose IP holding LLC + meme-image goods — early signal of a licensing/enforcement play; watch for demand letters.

MarkLookout sample — new US trademark applications from USPTO public data. Not affiliated with the USPTO. Not legal advice. Unsubscribe: reply “stop”.

Note: these are pre-publication filings — USPTO assigns a publication date only after examination (status 630 → published). MarkLookout will surface the 30-day opposition window automatically once a mark publishes. MarkLookout is the $29/mo intelligence layer on top of your existing monitoring — it tells you what’s interesting and why, not just what was filed.

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