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Product source of truth

Agentic SEO

Current state
Build implementation
Last updated
01 / Problem

02 / Solution

03 / Product promise

Operating principles

Rules that keep the product coherent

For colleagues and stakeholders

Explain the whole product
in five minutes.

In one sentence

What changes for the user?

Instead of opening separate analytics, research, auditing, writing, publishing, and reporting tools, the user asks one system what matters and runs a guided workflow from evidence to measured result.

What makes it agentic?

Agents reason about evidence and coordinate specialist capabilities. They do not bypass permissions: mutations still follow preview, approval, application, verification, and measurement.

What runs continuously?

The Research Radar watches external sources for audience intent and competitor movement. Website optimization remains inside explicit recurring or ad hoc workflows.

What does self-hostable mean?

The dashboard, workflow state, evidence, approvals, and history can run in infrastructure we control. External APIs may supply data, but users do not need separate operational dashboards.

User experience

Six places, not dozens of tools

AreaPlain-language purpose
System model

Simple to use.
Modular underneath.

The kernel coordinates work but contains no SEO-specific implementation knowledge. Domain capabilities are replaceable, versioned blocks.

Research Radar may
  • Collect external signals
  • Normalize and deduplicate evidence
  • Classify intent and detect change
  • Package opportunities
Research Radar may not
  • Rewrite metadata
  • Add internal links
  • Publish content
  • Modify the website
Agentic workflows handle
  • Technical and content audits
  • Metadata, links, and schema
  • Content creation and publishing
  • Verification and measurement
Reasoning team

Nine stable agents

    Operating model

    One engine.
    Every kind of work.

    Scheduled, manual, event-triggered, and dependency-triggered workflows share the same evidence, state, approvals, retries, resumability, and verification rules.

    Recurring
      Ad hoc
        Observe→Diagnose→Prioritize→Execute→Verify→Measure→Learn
        Living build tracker

        From definition
        to production.

        0%roadmap

        DoneIn progressBlockedNot started
        Architecture decision log

        What we decided,
        and why.

        Record important choices here so the team does not repeatedly reopen resolved questions without new evidence.

        Risk register

        Trust requires
        visible constraints.

        Shared language

        Terms everyone
        should understand.