Case study · Retention and AI systems
One client, one custom build. I got embedded as fractional CMO and AI automation architect, found the real leak, and built the systems the team runs every week.
Client name and numbers kept private.
Private CRM. Every customer and visit in one place. Ask it questions in plain English.
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connected systems built
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customer questions tested in AI search
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AI answers read across engines
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company brain the whole team uses
A customer list going to waste
Years of past customers, and only a small share were still hearing from the brand.
No link between sends and sales
Bookings never flowed back to the email tool, so no campaign could be tied to revenue.
Automation that never switched on
Follow-up journeys had been built and were still sitting unused.
A business living in people's heads
Decisions sat in meetings, inboxes and chats. Strategy sat in scattered decks and docs.
Where the customers went
Before: people came once, and nothing brought them back. The list grew, but the visits did not.
Illustration only, not client data.
The diagnosis
The brand does not have a lead generation problem. It has a reactivation and follow-up problem.
Eight systems. Pick one to see what changed.
Find what is actually broken before building anything.
Before
After
The team asks a question in plain English and gets a list to act on. No report screens, no exports. Pick a question to try it.
Demo with made-up sample data. No real customer appears here.
Listen
Calls, audits and a clear diagnosis.
Lay the foundation
The company brain, the CRM and the brand system.
Launch
Email, pages, pop-ups and seasonal campaigns.
Run it weekly
A shared scoreboard, one meeting and clear owners.
A short scoreboard, reviewed every week. The numbers stay with the client.
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Find the clog before pouring more water.
The brand did not need more leads first. It needed people who already paid to hear back.
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Build to the client's real constraints.
Private data stays private. The voice stays theirs. The system bends to the brand, not the other way round.
3
Document it so they can run it without me.
Every system ships with the notes, the template and the steps. The goal is a team that owns it.
If you have a customer list you are not using and a business that lives in people's heads, let's look at it together.
Book a free 30-minute call