Set source context
MIRENA fixes the site, audience, offer, allowed topics, blocked topics, protected pages, and workflow goal.
MIRENA operating model
MIRENA turns source material into a controlled site plan, page brief, audit, draft, or rewrite.
The system begins with source context and evidence, not a generic writing prompt. Twenty specialist agents extract and qualify entities, classify intent, find information and user gain, shape site and page structure, plan internal routes, prepare answer formats, and run review gates before the output is accepted.
System20 specialist agentsOne ordered workflow with shared state
InputsTopic, URL, draft, sitemap, or datasetThe input matches the current job
LanesPlan, brief, or repairThree production routes with different outputs
ControlApproval before handoffSchema follows final visible approval
Central distinction
How MIRENA Works
The system begins with source context and evidence, not a generic writing prompt. Twenty specialist agents extract and qualify entities, classify intent, find information and user gain, shape site and page structure, plan internal routes, prepare answer formats, and run review gates before the output is accepted.
Plain AI chat responds to a prompt. MIRENA runs an ordered SEO workflow with explicit gates and handoffs.
MIRENA process
The internal workflow turns evidence into an approved handoff.
Prepare the evidence
Files, pages, queries, results, competitors, analytics, behavior, and proof receive quality and risk checks.
Extract and organize meaning
Entities, attributes, relationships, concepts, modifiers, intent, user state, and page ownership are modeled.
Find useful difference
MIRENA separates required baseline from overlap and selects supported information and user gain.
Build structure and routes
Pages, sections, formats, proof, internal links, actions, fallback, and recovery paths are assigned.
Produce the correct output
The system creates a map, brief, audit, draft, rewrite, link plan, or another approved package.
Run approval and readiness
Quality, evidence, claims, accessibility, schema timing, owners, and release conditions are checked.
Create the handoff
Accepted work moves to the next workflow while blocked and unresolved items remain visible.
Operating model
Three production lanes
The lane is chosen from the job, not from a generic feature menu.
Page ownership, roles, split or merge decisions, routes, priority, and approval.
Purpose, intent, entities, sections, proof, formats, links, and exclusions.
Diagnosis, passage actions, revised copy, link changes, evidence needs, and QA.
Primary entity, support, attributes, relationships, intent, and user state.
Missing answers, proof, comparisons, formats, and next paths.
Draft, review, revise, hold, approve, handoff, publish, and monitor.
Illustrative record
One input can enter different lanes
A live URL does not always need a rewrite.
Example output
- Planning problemUse the URL inventory to rebuild ownership and routes.
- Briefing problemUse the URL and query to create a rewrite brief.
- Repair problemAudit the failed blocks and rewrite only what needs change.
- Link problemBuild a relationship and next path handoff.
- Schema problemWait until the visible page role and content are approved.
Related routes
Move the approved finding into the smallest useful next workflow.
MIRENA Inputs
Review the source material the system can accept.
Review the routeMIRENA Outputs
Review the packages the system returns.
Review the routeMIRENA Use Cases
Choose the workflow that matches the problem.
Review the routeMIRENA Pricing
Review the current Founder access terms.
Review the routeQuestions
How MIRENA Works questions.
What is MIRENA?
MIRENA is a 20 agent SEO operating system for site planning, page briefs, audits, drafting, rewriting, information gain, internal routes, and review handoffs.
What can I give MIRENA?
You can provide topics, queries, URLs, drafts, sitemaps, page inventories, exports, datasets, screenshots, and approved source context.
What does MIRENA return?
It can return processed maps, briefs, audits, drafts, rewrites, link plans, information gain findings, and approval records.
Does MIRENA replace SEO data platforms?
Not in every case. Data platforms can supply evidence, while MIRENA turns the evidence into controlled page and site decisions.
Does MIRENA guarantee rankings?
No. Search and commercial outcomes still depend on competition, authority, technical quality, implementation, links, and maintenance.
Next route
Give MIRENA the source context and evidence. Receive the controlled output or handoff.
Founder access is €20 per 30 days excluding VAT for one seat and one active MIRENA instance. OpenAI account rules and usage limits remain separate.
MIRENA output requires factual, editorial, legal, technical, and business review before publication or client delivery.