AI marketingsystems
Workflows, agents, reporting and MCP layers
Tilio builds AI-powered marketing systems for teams that want research, reporting, content and workflows to work closer together.
Inputs into repeatable work
System
Outputs
- WorkflowContent
- AgentsAnalytics
- MCPBrand guidelines
Approved context+
Source material, claims and guidance your team is comfortable using again and again.
Human review+
Clear points where judgement, editing and approval stay with the people who own the work.
Action layer+
Outputs designed to move into content, reporting, sales enablement or implementation.
AI marketing systems
Research, reporting, content and workflows in one clearer rhythm.
This can support AI search, but it isn't limited to AI search. The same systems can help with content planning, competitor research, sales enablement, PR, reporting, page improvement and internal marketing processes.
The aim is to turn repeated marketing work into something clearer, faster and easier to run.
[01] Build the system behind the work
/ source material, workflows and outputs
Build the system behind the work
Most marketing teams already have the ingredients they need.
Website content, customer questions, analytics, reports, competitor notes, brand guidelines, sales feedback and campaign data are often already there.
The hard part is getting those inputs to work together.
Tilio helps teams design the system around the job. That might mean a workflow for turning research into content briefs, an agent that reviews priority pages, reporting that creates action lists, or an MCP layer that connects approved marketing knowledge with the tools your team uses every day.
The result is a marketing process that feels less manual and more connected.
[02] What we build
/ workflows, agents and MCP layers
What we build
Each system starts with a repeated marketing job, then connects the right inputs, review points and outputs.
Marketing workflows+We design workflows for recurring marketing jobs.+
That could be reviewing service pages, preparing content briefs, comparing competitor messaging, turning customer questions into FAQs or turning reports into next actions.
A good workflow gives the team a clear process: what goes in, what happens next, what comes out and where human review sits.
Content systems+We build systems for improving and maintaining the content that shapes how people understand your brand.+
This can include service pages, comparison pages, resource hubs, FAQs, case studies and sales enablement content.
The work often starts with a simple question: which pages need to explain the business better?
From there, we create a repeatable way to review, brief, improve and refresh those pages using the right source material.
Reporting systems+We help teams turn reporting into decisions.+
A reporting system can track AI visibility, competitor movement, citations, crawler behaviour, referral traffic, content performance or campaign signals. The important part is what happens next.
Tilio designs reporting workflows that summarise what changed, explain what needs attention and create a clearer route to action.
Custom marketing agents+We build agents for defined marketing jobs.+
An agent might review a page, analyse competitors, summarise category movement, prepare a content brief, plan FAQs or turn monthly reporting into recommended actions.
The agent is built around your brand, website, competitors, approved claims, source material and review process. The goal is consistency across work your team already repeats.
Marketing MCP layer+For more advanced teams, Tilio can help build an MCP layer that connects marketing tools with approved context.+
That might include website content, brand guidelines, product information, analytics, AI search data, CMS content, reports and internal documentation.
This gives your team a safer, more useful way to query marketing knowledge, create briefs, review pages and connect actions across tools.
[03] How this connects to AI search
/ measurement, content and repeatability
How this connects to AI search
AI search is one of the clearest use cases for this work.
Brands need to understand how they appear in answer engines, which competitors are being surfaced, which pages are cited and which sources shape the answers.
Tilio already offers an ongoing AEO plan for brands that want monthly AI search measurement, recommendations and implementation. We also offer an AI search content sprint for teams that need priority pages improved.
AI marketing systems sit around that work. They help teams make the research, reporting, content improvement and internal processes easier to repeat.
[04] Who this is for
/ teams with work spread across tools
Who this is for
This is for marketing teams with important work happening across too many places.
The team may already have strong people, strong ideas and plenty of data. The issue is usually the handover between tools, reports, documents, meetings and implementation.
Tilio helps turn that into a clearer system.
This is a good fit for teams that want to improve how recurring work gets done, especially around content, search, PR, reporting, product marketing, sales enablement and AI search.
[05] Example projects
/ one workflow or connected workflows
Example projects
A marketing systems project could focus on one workflow or several connected workflows.
01
Priority page review system
+
01
Priority page review system
Checks important pages against customer questions, competitor pages and approved positioning, then turns the review into a clearer improvement list.
02
AI visibility reporting workflow
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02
AI visibility reporting workflow
Turns monthly AI visibility data into a practical set of changes, including what moved, what needs attention and which actions matter next.
03
Content brief agent
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03
Content brief agent
Prepares briefs using your website, brand rules and market data, so content work starts with approved context instead of a blank prompt.
04
Marketing MCP layer
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04
Marketing MCP layer
Connects approved tools to the right marketing context, helping mature teams produce better outputs with less manual setup.
For more mature teams, the project might connect multiple parts of the marketing stack through an MCP layer, so approved tools can access the right context and produce better outputs with less manual setup.
[06] How we work
/ job first, system second
How we work
Start with the job
We start with the repeated marketing task your team wants to make easier.
Map the source material
We identify the website content, reports, guidelines, analytics, documents and team knowledge the system should use.
Design the workflow
We decide what should be automated or assisted, what needs human review and what the output should look like.
Build around real tasks
We build the system around actual marketing work, not abstract prompts or one-off demos.
Hand over or keep improving
Some clients want a workflow or agent handed over to their team. Others want Tilio to keep running and improving the system as part of ongoing support.
The best place to start is usually one repeated job that already takes too long, creates too much admin or depends too heavily on one person's knowledge.
[07] Related services
/ where systems fit
Related services
This page is for teams that want the systems behind that work: workflows, agents, reporting automation and MCP layers.
AI Visibility Audit
A clear baseline for brands starting with AI search visibility.
View serviceMonthly AEO plan
Ongoing AI search measurement, recommendations and implementation.
View serviceAI search content sprint
Priority page improvement for teams that need important pages to be clearer and easier to cite.
View service[08] FAQs
/ AI marketing systems
FAQs
What is an AI marketing system?+
It is a repeatable setup for a marketing job. It can include source material, tools, workflows, agents, reporting, review steps and documentation.
Is this only for AI search?+
It can support AI search, but it can also support content, SEO, PR, reporting, product marketing and sales enablement.
What is the difference between a workflow and an agent?+
A workflow is the process. An agent is one way to help run part of that process. Tilio starts with the job first, then builds the right system around it.
Can Tilio build MCP systems?+
Yes. Tilio can help plan and build MCP layers that connect approved marketing context with the tools your team uses.
Can this work with our existing marketing team?+
Yes. These systems are usually built to support internal teams, giving them better processes, cleaner inputs and more consistent outputs.