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Case study · Agentic content engine

A brand brain and six AI agents that run a small business's marketing

How Wild Wood Cabins moved social, email and blog marketing from "when there's time" to a planned, approval-gated system, and how the same pattern is now being applied for a client.

160
social posts planned and tracked since Feb 2026
3 / week
posts on a 12-week plan
~30 min
weekly owner review, down from about 3 hours
0
posts or campaigns sent without approval
Business
Wild Wood Cabins, a three-cabin short-term rental near Mentone, Alabama (owner-operated)
Role
Designed and built the system end to end: brand brain, agent instructions, workflows, tracker and approval gates
Timeline
February 2026 to present, built and improved iteratively
Tools
ChatGPT, Claude, Make, Mailchimp, OwnerRez, Google Sheets and Drive, Facebook, Instagram

The challenge

The approach: build the brain first

Before any agent wrote a word, the business's voice and rules were captured in a shared brand brain: persistent files holding voice, audience, image rules, approved examples, off-limits topics and the full content history. Version 1 was not written from a blank page. The AI read back through the owner's own past conversations and pulled the rules out of them, so the brain reflected how the business already spoke.

Six agents work from that one brain: content strategist, copywriter, creative director, operations manager, asset manager and brand director. Because they share written context, quality does not depend on any single conversation.

How it runs

StepWhoCadenceWhat happens
PlanPlanning agentEvery 12 weeksBuilds the next calendar from the brain and past content
WriteWriting agentEvery 2 weeksTurns planned topics into finished Facebook and Instagram copy
Create visualsImage agentIn batchesSelects real photos from an indexed media library and produces post images
ReviewThe ownerEach batchChecks brand fit, copy and image; nothing posts without approval
Publish and trackWorkflow and trackerOn the approved datePosts, then records it so the next plan builds on what ran
Planned→Pending→Ready for review→Approved→Completed

Three choices keep output useful: real media rather than stock, seven rotating post angles so no week repeats the last, and every post linking to the direct booking site and a local guide on the business's own blog.

Beyond social: the full marketing calendar

OutputCadenceHow it works
SEO blog postMonthlyDrafted on the 3rd as a publish-ready package, published on the 7th after review
NewsletterMonthlyDrafted on the 21st, staged in Mailchimp on the 25th, sent by a person
Mid-month value emailMonthlyAn offer-free "insider guide" drafted on the 10th and staged on the 12th
Homepage reviewsMonthlyThe best recent 5-star reviews refresh the homepage so it never goes stale
Welcome seriesOn sign-upFour emails with a first-stay offer for new subscribers

Results

AreaBeforeAfter
Social mediaPosted when time allowed3 posts a week from a 12-week plan, 160 tracked since February 2026
Owner time on socialAbout 3 hours a weekAbout 30 minutes of batch review
Email marketingFirst thing to slip in a busy monthTwo emails a month drafted and staged on schedule
Brand consistencyOwner checked every channelEvery output inherits one brand brain

Making it repeatable

The pattern has been packaged into three reusable skills, a cycle planner, a batch writer and a creative producer, each opening with a per-client configuration table so a new deployment is filling in a table rather than rewriting instructions. It is now being applied for a client, built in weekly working sessions so the client's team owns and runs it.

Lessons for other businesses

Wondering where this pattern fits in your business?

Take the 2-minute self-check to see where you stand, or ask for a free 15-minute fit call to talk through your situation.

Take the 2-minute self-check Ask for a 15-minute fit call