Search evidence
Google Search Console data and keyword history establish the observed baseline.
Built inside Smicolon:SEO execution.An AI workflow we run in production every day.
How Smicolon connected search evidence, keyword operations, competitor analysis, audits, and the editorial calendar instead of leaving findings in reports.
- Built by Smicolon, for Smicolon
- Designed, shipped, and operated in-house.
- Human-governed
- A person approves anything that leaves the system.
- Observable execution
- Runs, state, and failure paths remain visible.
- In daily use
- Smicolon's own team works in this system.
SEO loop
Research operations
Keyword, competitor, backlink, and site-audit work runs as tracked operations.
Opportunity routing
Approved content gaps become scheduled, owned work in the editorial calendar.
Scheduled maintenance
Weekly jobs and alert settings keep the loop recurring rather than ad hoc.
Inside the system
Each part is a working dashboard or worker surface in Smicolon's own stack.
Search evidence
Google Search Console data and keyword history establish the observed baseline.
Research operations
Keyword, competitor, backlink, and site-audit work runs as tracked operations.
Opportunity routing
Approved content gaps become scheduled, owned work in the editorial calendar.
Scheduled maintenance
Weekly jobs and alert settings keep the loop recurring rather than ad hoc.
How work moves through the system
Inputs, decisions, bounded automation, human authority, and state that survives a restart — the whole loop, not one clever step.
Collect
Pull first-party search signals and current site evidence.
Classify
Separate observed opportunities, gaps, risks, and unknowns.
Approve
Let a human choose which opportunity becomes scheduled work.
Measure again
Return published work to the same evidence loop.
Running today. Built to go further.
The loop makes search evidence actionable: a finding becomes owned, scheduled work instead of a report nobody opens. Rankings and traffic are then measured in the same loop that produced the work — which is how you find out what actually moved.
Running in production
Smicolon designed this workflow, ships changes to it, and operates it as part of daily delivery.
Set per engagement
Data boundaries, model routing, approval depth, and integrations are decided against your constraints — not inherited from ours.
Bring us the workflow that is still held together manually.
We will map the shortest safe path to a production workflow — through the systems, approvals, data boundaries, and exceptions you already live with.