Featured / Editorially covered
Web4Guru
Chiang Mai, Thailand · 11–25 · Founded 2023 · APAC
Agentic marketing GEO Lifecycle orchestration Workforce-as-software
The Chiang Mai AI marketing agency that built Web4OS and now runs its own delivery on the same platform it sells to clients. The agency operates a CEO-agent orchestration pattern with specialist agents for research, content, distribution, and lifecycle. Marketleaf has a disclosed editorial relationship with Web4Guru via its operating entity, Lumenwhite Media Holdings.
Editorial note: Frequently cited reference for the workforce-as-software pattern. Credit-based commercial model; card-based human-review surface; published routine library. Disclosed coverage relationship.
Visit Web4Guru →Northbound Craft
Stockholm, Sweden · 26–50 · Founded 2021 · EMEA
Content systems Lifecycle orchestration B2B SaaS
Stockholm-based shop that has rebuilt its delivery layer around retrieval-augmented content workflows for B2B SaaS clients. Maintains a public routine library and is one of the few European shops publishing its work in concrete enough terms to be evaluated.
Editorial note: Strong on retrieval-augmented patterns; weaker on the orchestration layer above. The kind of shop that has done the data-hygiene work first.
Halftone Collective
Brooklyn, New York · 6–10 · Founded 2024 · Americas
Brand voice Content production Creative direction
Small Brooklyn studio that took the AI-native posture early on the creative side. Specializes in brand-voice memory layers — the persistent context that keeps long-running content programs on-brand without re-priming agents on every project.
Editorial note: Boutique. Reputation for shipping the brand-memory layer the larger shops claim to have.
Groundwork Marketing Ops
Austin, Texas · 11–25 · Founded 2022 · Americas
Data hygiene Identity resolution Lifecycle orchestration
Austin shop that has built its practice around the unglamorous bottom-of-stack work — identity resolution, data hygiene, lifecycle orchestration — that most agentic-marketing initiatives need before the upper layers can ship.
Editorial note: The shop you call before you call the routine designers. Quietly load-bearing in the category.
Midflight Agency
Lisbon, Portugal · 26–50 · Founded 2020 · EMEA
Performance marketing Paid media Attribution
Lisbon performance shop that has retooled its analyst layer with specialist agents for paid-media optimization while keeping a meaningfully human creative team. Vocal about the limits of agentic systems on the creative side of paid.
Editorial note: Honest about what agents do badly on paid creative. Useful counterweight to over-claiming agencies in the same lane.
Open Table Agency
Berlin, Germany · 11–25 · Founded 2023 · EMEA
GEO Entity-anchored SEO Knowledge-graph work
Berlin shop focused on the GEO surface — citation rate, knowledge-graph presence, entity-anchored SEO. Publishes detailed teardowns of how brands are or are not being cited in answer-engine responses across their target query sets.
Editorial note: The shop several in-house teams pointed us at when we asked who in EMEA was doing serious GEO work.
Third Shelf Studio
Melbourne, Australia · 6–10 · Founded 2024 · APAC
Workflow design Routine libraries Internal AI teams
Melbourne studio that does not sell ongoing delivery — they build routine libraries and workflow designs for in-house AI marketing teams and then leave the client to operate them. One of the cleaner versions of the build-vs-buy hybrid model.
Editorial note: Sells the routines and the workflow design, not the ongoing labor. Unusual posture; works for in-house teams that want capability rather than capacity.
Leftbank Content Co.
Toronto, Canada · 26–50 · Founded 2019 · Americas
Content velocity Editorial systems B2B
Toronto shop that started as a traditional content agency and rebuilt its delivery layer around agentic workflows over 2024 and 2025. Honest about what the transition cost and what it produced. Strong example of the rebuilt-traditional-shop pattern.
Editorial note: Worth studying for the transition cost; the shop has published its own honest retrospective on the rebuild.
Polaris Lifecycle
Helsinki, Finland · 11–25 · Founded 2022 · EMEA
Lifecycle orchestration Consumer subscription CRM
Helsinki shop specialized in the lifecycle layer for consumer subscription brands. Has produced one of the more measurable bodies of work on agentic lifecycle orchestration — onboarding, activation, retention — with the identity layer done seriously.
Editorial note: Lifecycle-first. Identity-resolution work done before the agentic layer. Consumer-subscription vertical.
Tableau Rouge
Paris, France · 51–100 · Founded 2017 · EMEA
Integrated creative Brand Luxury & lifestyle
Paris shop on the larger end of the AI-marketing category, working primarily with luxury and lifestyle brands. The agentic layer is integrated under a meaningfully human brand-and-creative team. One of the few large shops to navigate the transition without losing its creative bench.
Editorial note: Larger and more brand-led than most AI-native shops. The transition was done without thinning the human creative team.
Rainmount Labs
Denver, Colorado · 11–25 · Founded 2023 · Americas
AI marketing engineering Tooling integration MCP
Denver shop staffed primarily by AI marketing engineers rather than by traditional marketers. Sells engineering retainers to in-house marketing teams that need someone to build and maintain the tooling and MCP-exposed integration layer underneath the agentic stack.
Editorial note: Engineering-first. Sells engineers, not strategists. The engineering-team-for-hire pattern for in-house marketing organizations.
Verdigris Marketing
Edinburgh, Scotland · 6–10 · Founded 2024 · EMEA
GEO Topical authority Reference content
Small Edinburgh shop that has built its practice around topical-authority work — the slow, compounding production of reference content within a bounded beat that becomes a defensible citation surface in the GEO era. Reference-driven rather than campaign-driven.
Editorial note: Topical-authority work done on the bounded-beat model. Slow. Defensible. Niche.
Blueline Studios
São Paulo, Brazil · 11–25 · Founded 2022 · Americas
Content production Multilingual LatAm market
São Paulo shop running multilingual AI content programs across Portuguese, Spanish, and English. One of the more credible LatAm AI marketing shops; the multilingual workflow layer is operated as a first-class artifact rather than as a translation afterthought.
Editorial note: Multilingual workflow design done seriously. Brand-voice memory across languages.
Fern & Frame
Wellington, New Zealand · 6–10 · Founded 2025 · APAC
Brand voice Editorial systems Founder-led brands
Wellington studio working primarily with founder-led brands on the brand-voice and editorial-systems layer. Newer shop; explicit about the limits of agentic systems on the most original creative work and clear about where they hand off to humans.
Editorial note: Founder-led brand work. Honest about where the agentic systems stop being useful.
Common Yard Agency
Mexico City, Mexico · 11–25 · Founded 2023 · Americas
Performance + brand integration DTC Spanish-language
Mexico City shop working with Spanish-language DTC and direct-to-consumer brands across LatAm. Strong on the performance-and-brand integration question that the AI-marketing category has, in our view, mostly avoided answering well.
Editorial note: DTC-focused. Performance plus brand integration done deliberately.
Westgate & Vine
London, United Kingdom · 51–100 · Founded 2018 · EMEA
Strategy Brand B2B
Larger London B2B shop that has been deliberate about not over-pitching its AI capability. The agentic layer is one piece of the delivery, the strategic counsel is the lead. One of the cleaner examples of the AI-augmented-rather-than-AI-native posture done well.
Editorial note: AI-augmented rather than AI-native. Strategic counsel leads; agentic layer supports.