Bow Tie Kreative SEO System

Logic

Operators and precedence

Rules conflict. The value of a formal system is that they conflict the same way twice — and that the resolution is written down.

Precedence

Rules conflict. Resolve them in this order, highest first.

  1. safety law privacy policy

  2. user value and accuracy

  3. technical eligibility and canonical correctness

  4. business value and constraints

  5. intent fit and information quality

  6. measurement and learning

  7. efficiency and scale

  8. cosmetic optimization

The operators

AND — mandatory conjunction

Use AND when all conditions are necessary. A failed mandatory condition blocks publication or sends the candidate to research.

PUBLISH
IF demand_is_evidenced
AND intent_is_distinct
AND business_fit_is_positive
AND information_advantage_exists
AND asset_is_maintainable
AND measurement_is_installed
OR — valid alternatives

Use OR when several different forms can satisfy the same requirement. OR does not mean “include everything.” It means choose one or more valid alternatives according to the task.

EVIDENCE
=
firsthand_experience
OR original_data
OR reproducible_test
OR qualified_expert_review
OR documented_case_study
XOR — exactly one

Use XOR when only one choice can be canonical.

FOR EACH dominant_intent_cluster:
    existing_url XOR new_url XOR merged_url
    MUST be the intended canonical destination
NOT — explicit exclusion
TARGET_CLUSTER
=
candidate_queries
NOT jobs
NOT salaries
NOT unrelated_brand
NOT wrong_geography
NOT wrong_language
IF / THEN / ELSE — branching decision
IF same_task
AND same_answer_structure
AND same_result_format
AND same_next_action
THEN merge_into_one_canonical_asset
ELSE split_or_test
FOR EACH — controlled scale

This creates candidates, not automatic publication.

FOR EACH approved_location
AND FOR EACH approved_service
GENERATE candidate_location_service_page
UNTIL — optimization loop
REPEAT diagnose → change → observe → decide
UNTIL:
    target_is_reached
    OR expected_value_falls_below_cost
    OR constraint_is_triggered
AT LEAST / AT MOST / EXACTLY
AT_LEAST 1 useful internal link points to every priority canonical page
AT_MOST 1 dominant intent owns a canonical URL
EXACTLY 1 primary KPI governs an experiment

How often each operator is used

How often each Boolean operator is used across the 144 rules
OperatorRules
IF 144 Browse →
THEN 144 Browse →
ELSE 144 Browse →
OR 74 Browse →
AND 72 Browse →
NOT 4 Browse →
XOR 2 Browse →
EXACTLY_ONE 2 Browse →
UNTIL 2 Browse →
BEFORE 2 Browse →
AT_LEAST 1 Browse →

The hard-gate pattern

IF all mandatory conditions pass
THEN execute or advance the candidate
ELSE route to research, consolidation, repair, deferral, or rejection