Revenue & Growth · Use Case Hub

Automate Content Marketing with AI.

How to automate content marketing with AI across 12 industries with a scoped engagement page. Workflow design, AI agents, governance, and the KPIs (organic pipeline, publication cadence, content refresh rate, and assisted conversions) we report on weekly. Pick your industry below.

Projects from $15k · Refundable 7 days · Kickoff within 5 days

Primary outcome

publish better expert content at a higher cadence

What we ship

editorial operating system, briefing templates, review workflows, and distribution calendar

KPIs we report on

organic pipeline, publication cadence, content refresh rate, and assisted conversions

What "automating content marketing with AI" actually means

Automating content marketing with AI is not a single product you buy. It is a workflow you redesign around AI as the operating layer. The agent handles the high-volume, high-structure tasks. Humans handle edge cases, exceptions, and trust-sensitive decisions. The system is instrumented to measure organic pipeline, publication cadence, content refresh rate, and assisted conversions and improve weekly.

What changes by industry is the systems the agent integrates with, the data it retrieves over, the controls it operates under, and the KPIs it has to defend. The architecture is similar; the integration and the controls are different.

The architecture we use for AI content marketing

  • Frontier LLM — Claude, GPT-4-class, or Gemini. We benchmark candidates on a labelled test set during Discovery.
  • Retrieval layer over your approved internal sources, with source citations on every output.
  • Tool use for reads and writes against your operational stack (CRM, ERP, ticketing, data warehouse).
  • Reviewer queue for low-confidence outputs. Confidence thresholds set per workflow.
  • Evaluation harness — labelled test set, weekly accuracy reports, regression alerts.
  • Versioned prompts and reviewer-action audit logs for traceability.

Pick your industry

12 industries with a scoped engagement page for content marketing. Each is a dedicated build with industry-specific systems, controls, and pricing.

Frequently asked questions

How do you automate content marketing with AI?+

We map your existing content marketing workflow, identify high-volume and high-structure tasks, build an AI agent that handles those tasks, and route low-confidence cases to a human reviewer. The build connects to the systems your industry already runs on, runs against a labelled test set, and ships behind a reviewer queue before it sees production traffic. We measure organic pipeline, publication cadence, content refresh rate, and assisted conversions from day one and improve weekly.

What is the best AI agent for content marketing?+

There is no single off-the-shelf "best" agent for content marketing — the right architecture depends on the systems and data of your industry. We typically combine a frontier LLM (Claude, GPT-4-class, or Gemini) with a retrieval layer over your approved sources, tool-use for your stack, and a reviewer queue. We benchmark candidates against a labelled test set during Discovery and pick the model with the best accuracy/cost ratio.

What does AI content marketing cost?+

Three phases, billed separately. Discovery sprint: $5k. Build engagement: $15k–$22k. Run retainer: $2k–$3k / mo. ~$25k–$45k typical year 1 (60% take the run option for ~6 months). Pricing varies slightly by industry — see the industry-specific pages below.

How long does it take to deploy AI content marketing?+

Thin-slice in production in ~6 weeks after Discovery, full Build phase over 6-8 weeks. By day 90, organic pipeline, publication cadence, content refresh rate, and assisted conversions is instrumented and you have a baseline against which to expand to adjacent workflows.

Which industries do you build AI content marketing for?+

12 industries listed below have a scoped engagement page for content marketing, each with industry-specific systems, controls, and KPIs. Common starting industries include Airlines, Travel Agencies, Retail, Automotive, Construction, and others. Don't see yours? We build for any sector — tell us about your workflow and we'll scope it.

What do we own, and what do you own?+

We own workflow design, prompts, retrieval architecture, evaluation harness, and weekly improvement. You own data access, policy, exception approval, and final commercial decisions. At the end of the engagement, every prompt, eval, and config is handed over — no lock-in.

Selected portfolio

Real builds tied to content marketing

A rotating selection of engagements where content marketing was a primary driver, drawn from our active portfolio. Sectors and scope are accurate; client identities are withheld under engagement NDAs.

Q3 2025

Specialist trades marketing site — roof, facade, renovation services

Construction trades specialist · France

Marketing site for a regional roofing and facade specialist: service architecture covering roof renovation, facade work, and installation services; quote-request workflow with regional catchment routing; SEO foundation built for local intent across nearby municipalities.

  • Next.js + responsive
  • Local SEO foundation
  • Quote-request workflow

Q2 2026

Digital brand refresh + integrated recruitment platform for an IT consulting firm

Enterprise IT consulting boutique · Europe

Repositioning + redesign for a pure-staffing IT consulting house serving CIO buyers. Editorial architecture tightened around three expertise pillars (IT & SAP, cloud, cybersecurity), premium art direction, conversion-oriented UX, marketing-team-owned Sanity CMS, and an integrated recruitment funnel for senior consultant sourcing.

  • Next.js + Framer Motion
  • Sanity CMS (marketing-owned)
  • Recruitment funnel

Q1 2026

Bilingual agency website — lead generation and service positioning

Digital marketing agency · CEE region

Modern marketing-agency website in a light beige design system, bilingual content (regional language + English), service architecture tuned for inbound lead generation, case-study showcase, and contact-routing for new business enquiries.

  • Next.js + Tailwind
  • Bilingual content
  • Lead routing

Client identities withheld under engagement NDAs. Sector, geography, and scope are accurate. Full case studies on request.

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Start an AI Content Marketing engagement

Tell us about your workflow, the systems involved, and the KPI you want to move. We'll send a scoped statement of work within 5 business days.

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