Start with one topic family
MIRENA avoids mixing unrelated clusters before the intent is visible.
Topical Mapping · Guided
Group search queries around one page decision.
A query bucket is not a flat keyword list. MIRENA groups searches that share the same core intent, answer shape, page type, parent hub, and reader path, then gives the bucket one governed content home.
Guided level
Internal MIRENA workflow
Static explanation
Human review required
InputA focused topic family, cleaned queries, result patterns, page inventory, and source context.Evidence enters before the decision.
DecisionWhich queries belong together, which should split, and which treatment should each bucket receive?The state remains visible.
OutputA bucket record with one home, one role, one parent, section candidates, link routes, and overlap controls.The handoff carries the reasoning.
Next routeSERP URL Clustering or Page vs Section DecisionsDownstream work starts only after approval.
Internal MIRENA method
The decision moves through six controlled stages.
The sequence keeps the source, role, evidence, ownership, risk, and next route connected.
Remove obvious noise
Duplicates, off topic modifiers, wrong page types, and unrelated parents are rejected or held.
Group by likely intent
Definition, process, comparison, template, example, category, and commercial needs are separated.
Check the answer shape
Queries stay together only when the same content form can satisfy them.
Confirm result patterns
MIRENA uses recurring ranking page types and URLs as supporting evidence.
Assign home, role, and route
The bucket receives an existing page, new page, section, question, merge, parent hub, and internal path.
Decision model
A bucket earns structure only after four questions align.
Phrase similarity can start the review, but it cannot finish it.
Same need
The queries ask for the same core outcome.
Same answer shape
The user expects the same definition, process, comparison, or asset type.
Same page role
The bucket points to one hub, child, support, comparison, template, or example role.
Same route
The queries share one parent and one useful next path.
Illustrative MIRENA output
Illustrative query bucket
The record turns grouped demand into a governed planning decision.
BucketTopical map process
Included queriesWorkflow, method, build steps, and process variants
Dominant intentProcedural education
Answer shapeOrdered method with examples and review gates
Page roleMethod page
Primary homeExisting topical map process URL
Split candidatesTemplate and example
Next routeSERP URL Clustering
Guardrails
The method protects the map from predictable failure.
A bucket is not a keyword dump
Every included query must support one decision.
Do not mix page roles
A template, process, and comparison usually need different treatment.
Do not let buckets float
Every bucket needs one parent hub and one content home.
Do not publish before overlap review
The current map must confirm ownership.
Connected routes
Move only into the workflow that owns the next decision.
SERP URL Clustering
Continue only when the current decision and evidence are ready.
Open SERP URL ClusteringPage vs Section Decisions
Continue only when the current decision and evidence are ready.
Open Page vs Section DecisionsTopic Governance Rules
Continue only when the current decision and evidence are ready.
Open Topic Governance RulesTopical Mapping Hub
Continue only when the current decision and evidence are ready.
Open Topical Mapping HubQuestions
Query Buckets for SEO questions.
What is a query bucket?
It is a governed group of searches that point to one content home, page role, parent cluster, and reader path.
How is a bucket different from a keyword list?
A keyword list is flat. A bucket turns related demand into a page, section, question, merge, or rejection decision.
When should a bucket split?
Split when intent, answer shape, page role, parent topic, depth, or next path changes.
Does a bucket always become a new URL?
No. It can map to an existing page, a section, a question, a child page, or a hold state.
What happens after bucketing?
MIRENA checks result patterns, page vs section thresholds, current ownership, and map approval.
Next route
Give MIRENA the evidence. Receive the governed decision and handoff.
Founder access costs €20 for each 30 day period, excluding VAT, for one seat and one active MIRENA instance.
OpenAI account rules, model access, plan charges, and usage limits remain separate. MIRENA output requires factual, editorial, technical, legal, and business review.