Introducing Cabyn: Boundless’s AI-Native Marketing & Research System

SEO has earned its reputation as the “slow” marketing channel —and for good reason. Traditional SEO workflows are plagued by time-consuming analysis, sluggish Google interfaces, and results that can take months to materialise.

But the real bottleneck isn’t Google’s algorithms or indexing speed. It’s the manual labor that still dominates most SEO operations.

Marketing agencies continue to burn countless hours on repetitive research tasks: stitching together fragmented data from multiple tools, manually analysing competitor strategies, assessing market potential through spreadsheets, and crafting content briefs one keyword at a time. The process is slow, expensive, and surely inefficient.

Even modern workflow automation platforms like Zapier and Make fall short. While they can connect tools and trigger actions, they weren’t designed for the complexity and nuance that modern SEO demands. One API change, one data format shift, one algorithmic update—and the entire system crumbles.

This is why we built Cabyn. Not to make manual marketing operations easier, but to make them obsolete.

Cabyn reduces hours of SEO work to minutes. It gives our clients 24/7 real-time access to powerful research, multilingual insights, and significant savings – all without relying on us as an agency.

“SEO is time consuming, costly and slow”

Most businesses we’ve worked with face the same SEO challenges:

• Manual keyword research could take 15-30 hours per project
• Content gap analysis requires (expensive) tools and expertise
• Competitor analysis demands constant monitoring, tooling and expertise
• Technical SEO audits need specialised knowledge that not many companies have

This isn’t just inefficient – it’s expensive and crushing competitive advantage. Many companies spend €2,000-€5,000 monthly on SEO tools and consultants, yet still struggle with keeping up with search algorithm changes, scaling content production, and maintaining consistent SEO quality across multiple projects.

Meanwhile, competition is moving fast, clients are demanding quicker turnarounds, and teams are burning out from repetitive analysis tasks that should be streamlined.

Introducing cabyn.ai: advanced AI SEO Assistant(s)

Imagine having a team of senior SEO analysts available 24/7, capable of:

• Global research in seconds instead of hours on keyword and competitor analysis
• Competitor page analysis to extract insights from top-performing content
• Opportunity identification from competitor gaps you can exploit
• Data-driven content strategies using topic knowledge, keyword data, or search intent
• Expert-level briefings with advanced SEO insights
• Custom SEO copy generation from strategic briefings to optimised content

This is only a short list of what cabyn.ai can deliver for now. Built on advanced LLM’s and trained by real SEO experts.

How cabyn.ai Transforms SEO Workflows

Cabyn.ai chat system is setup by a chain of automated and collaborative agents defined by a core purpose and explicit responsibilities.

This advanced workflow was built having as an inspiration Chip Huyen’s guidelines and indications for setting up effective and dynamic agentic systems, such as:

• Decoupling planning from execution, using separate components (agents) for generating plans, validating them, and executing steps
• Intent classification—understanding the user’s goal helps the agent select the right tools and plan the workflow
• Modular designs to manage complexity and make workflows more maintainable and scalable
• Incorporate Agents (or humans) reflection to review outcomes, self-critique, and iterate on plans for continuous improvement
• Usage of AI judges or models to assess the quality of generated plans and outputs

Chains (Workflow)

The first component to address the initial user query is the information_gathering agent, which conversationally collects from user the required parameters for a successful SEO Analysis.

After the information gathering stage interaction is completed, the next step in the workflow is the planning_generation, which turns the collected keywords + location into a structured execution plan composed of the available SEO tools.

This AI-generated plan is then executed using the selected tools for SEO research. The raw output will be displayed in the interface for user reference and validation.

Post-execution the user will then be provided with several choices: Content-Brief generation, data analysis or perform a new search in the form of action buttons for more clarity. Each of those selections will trigger a smart routing to call the relevant agents to address the user’s requests.

Real Results from Early Users

Cabyn.ai is not just a theoretical AI-system. We’ve put it into practice for clients such as Suitsupply, Pricewise, House of Redmore and others. We reduced the dependency on us and given back consultancy budget as our clients can now work autonomously on the tasks we would normally do by hand. The benefits for our clients:

• SEO becomes less costly. Keyword research, competitor analysis, content briefings and copywriting is done with one click on the button.
• SEO becomes more scalable. Instead of waiting days or weeks for the SEO team to work on the analysis’ and provide all insights you can now do this in minutes. Copywriters don’t have to write copy from scratch, but only have to validate the generated output.
• SEO becomes more quick. Instead of waiting weeks or months for results we can drive results in days.

And the first results driven by Cabyn.ai are promising. Suitsupply has seen an immense increase of ranking keywords, organic traffic and conversions, House of Redmore was able to produce content at scale which they normally couldn’t do and Pricewise has now taken ownership of the entire SEO content analysis process and content production.

Ready to Transform Your SEO Process?

Interested in transforming your SEO process to an efficient, scalable and less agency-dependent workflow?

Contact us for more info!