SEO LAKA Grammar

LAYER 1 — BUSINESS LANGUAGE
Goal, value, offer, margin, risk, capacity

LAYER 2 — AUDIENCE LANGUAGE
Segment, role, awareness, sophistication, urgency, constraints

LAYER 3 — SEMANTIC LANGUAGE
Concept, entity, attribute, relation, question, query, intent, task

LAYER 4 — DOCUMENT LANGUAGE
Asset, page type, answer structure, evidence, media, canonical destination

LAYER 5 — GRAPH LANGUAGE
Internal link, external citation, parent, child, sibling, hub, pathway

LAYER 6 — RETRIEVAL LANGUAGE
Discover, crawl, render, canonicalize, index, retrieve, display

LAYER 7 — OUTCOME LANGUAGE
Impression, click, task completion, lead, sale, margin, retention, learning

DISCOVERED
→ FETCHED
→ RENDERED
→ CANONICALIZED
→ INDEXED
→ RETRIEVED
→ DISPLAYED
→ VISITED
→ COMPLETED
→ CONVERTED

IS_A
PART_OF
HAS_ATTRIBUTE
HAS_VALUE
LOCATED_IN
USED_BY
REQUIRES
CAUSES
PREVENTS
SOLVES
PRODUCES
MEASURED_BY
COMPARED_WITH
ALTERNATIVE_TO
COMPATIBLE_WITH
INCOMPATIBLE_WITH
EVIDENCED_BY
AUTHORED_BY
OFFERED_BY
PRECEDES
FOLLOWS
LINKS_TO
SUPPORTS
CANONICALIZES_TO
CONVERTS_TO
RETAINS
EXCLUDES

WEB_DESIGN IS_A PROFESSIONAL_SERVICE
WEB_DESIGN HAS_ATTRIBUTE PRICE
CALGARY_WEB_DESIGN LOCATED_IN CALGARY
WCAG_AUDIT PREVENTS ACCESSIBILITY_RISK
CASE_STUDY EVIDENCED_BY FIRST_PARTY_ANALYTICS
COST_GUIDE SUPPORTS CALGARY_WEB_DESIGN_SERVICE
FILTER_URL CANONICALIZES_TO CATEGORY_URL
ORGANIC_SESSION CONVERTS_TO QUALIFIED_ASSESSMENT

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

EVIDENCE
=
firsthand_experience
OR original_data
OR reproducible_test
OR qualified_expert_review
OR documented_case_study

FOR EACH dominant_intent_cluster:
    existing_url XOR new_url XOR merged_url
    MUST be the intended canonical destination

TARGET_CLUSTER
=
candidate_queries
NOT jobs
NOT salaries
NOT unrelated_brand
NOT wrong_geography
NOT wrong_language

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 approved_location
AND FOR EACH approved_service
GENERATE candidate_location_service_page

REPEAT diagnose → change → observe → decide
UNTIL:
    target_is_reached
    OR expected_value_falls_below_cost
    OR constraint_is_triggered

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

SEO_SENTENCE ::=
GOAL
FOR AUDIENCE
IN JOURNEY_STATE
UNDER CONDITIONS
SEEKING TASK
WITH INTENT
ABOUT CONCEPT_OR_ENTITY
USING QUERY_CLUSTER
SERVED_BY CANONICAL_ASSET
IN FORMAT
SUPPORTED_BY EVIDENCE
CONNECTED_BY GRAPH
LEADING_TO NEXT_ACTION
MEASURED_BY PRIMARY_METRIC
GUARDED_BY CONSTRAINTS

G → A:C:T:I:Q → D:F:E → L → N → M | X

Increase qualified assessments
FOR Calgary small-business owners
UNDER active website redesign consideration
SEEKING compare-agencies
WITH commercial-investigation intent
ABOUT Calgary web design providers
USING the agency-comparison query cluster
SERVED BY /calgary-web-design-companies/
IN a scored comparison + decision guide
SUPPORTED BY disclosed criteria + firsthand audits
CONNECTED BY links from cost, process, and case-study nodes
LEADING TO a website assessment
MEASURED BY qualified assessment contribution margin
GUARDED BY neutrality, disclosure, and lead-quality constraints.

QUERY
=
[ACTOR?]
+ [TASK_VERB?]
+ [OBJECT]
+ [RELATION?]
+ [ATTRIBUTE?]
+ [ATTRIBUTE_VALUE?]
+ [GEOGRAPHY?]
+ [TIME?]
+ [FORMAT?]
+ [TRANSACTION_MODIFIER?]

small business + hire + web designer + in + Calgary
compare + WordPress + with + Webflow + for + consultants
calculate + website cost + in + Canada + 2026
fix + slow WordPress site + without + changing host

NORMALIZED_QUERY_CLUSTER
=
same sense
AND same dominant task
AND compatible answer structure
AND compatible journey state
AND compatible next action

different task
OR different sense
OR different audience constraint
OR different geography with real local evidence
OR different product/service
OR different expected result type
OR different answer structure
OR different conversion path
OR different legal/risk context

same dominant task
AND substantial result overlap
AND no independently valuable answer
AND combined asset improves completeness
AND redirect/canonical migration risk is acceptable

PAGE
=
PROMISE
+ DIRECT_ANSWER
+ TASK_STRUCTURE
+ EVIDENCE
+ DECISION_SUPPORT
+ NEXT_ACTION
+ MACHINE_SIGNALS
+ GRAPH_CONNECTIONS

IF intent = compare
THEN use table OR matrix OR scored decision framework

IF intent = calculate
THEN use calculator OR formula + worked examples

IF intent = locate
THEN use map OR directory OR location page with verifiable local evidence

IF intent = learn_process
THEN use ordered steps + prerequisites + checkpoints

IF intent = diagnose
THEN use symptom → cause → test → remedy decision tree

IF intent = choose
THEN use criteria → options → trade-offs → recommendation

IF intent = verify
THEN use claim → evidence → source → limitation

IF intent = transact
THEN use offer → proof → scope → price/process → action

IF intent = explore
THEN use hub → categories → paths → filters

INTERNAL_LINK
=
SOURCE_NODE
+ RELATION
+ DESCRIPTIVE_ANCHOR
+ TARGET_NODE
+ USER_REASON

prerequisite_of
definition_of
example_of
evidence_for
comparison_to
alternative_to
step_before
step_after
supports
converts_to
location_variant_of
service_variant_of

IF target_is_priority
THEN at_least_one crawlable_contextual_internal_link MUST exist

IF source_context_does_not_help_user_understand_target
THEN do_not_add_link

IF anchor_is_generic
AND a descriptive phrase is natural
THEN replace anchor

IF multiple_pages_compete_for_same_anchor_and_intent
THEN inspect canonical ownership before adding more links

OBJECT: existing query, page, cluster, or site
ACTION: measure, inventory, classify
OUTCOME: trustworthy baseline

Examples:
title wording
meta description
opening answer
anchor text
image compression
small internal-link addition
CTA wording

Can a low-cost, reversible change improve response without changing intent?

Examples:
rewrite the page
add original evidence
change format from prose to comparison table
build a video or calculator into the page
consolidate weak sections
launch a focused outreach campaign

Examples:
merge cannibalizing pages
redesign cluster architecture
change templates
repair faceted navigation
move from isolated pages to a hub graph
connect CRM value data to SEO reporting

Examples:
replace a blog post with a free diagnostic tool
replace a static directory with a verified data product
turn service research into a benchmark index
build a proprietary dataset competitors cannot reproduce
make the website agent-operable, not merely readable
create demand rather than only capture existing demand

START at Baseline.

IF diagnosis is high-confidence
AND minor intervention can affect the mechanism
THEN test Minor.

ELSE IF page value exists
AND information or format is inadequate
THEN apply Major.

ELSE IF multiple assets or systems create the failure
THEN apply Structural.

ELSE IF the result class itself cannot satisfy the task
OR a new information product creates a defensible advantage
THEN test Paradigm.

CHANGE
=
OBJECT
UNDER CONDITIONS
PERFORMS ACTION
USING TOOLS
WITH RESOURCES
TO PRODUCE OUTCOMES
OBSERVED_BY FEEDBACK
LIMITED_BY CONSTRAINTS
CREATING VALUE
WHILE MONITORING FAILURE_MODE

ΔSEO[
M=medium,
R=gradual,
D=positive,
S=cluster,
Dp=architecture,
Du=persistent,
F=once,
A=compounding,
V=moderate,
De=direct,
Re=moderate,
P=linked,
Am=internal_graph,
Ac=stock_building
]

VALID_CANDIDATE
=
DEMAND_EVIDENCE
AND DISTINCT_TASK
AND BUSINESS_FIT
AND UNIQUE_OR_SUPERIOR_VALUE
AND TECHNICAL_FEASIBILITY
AND MAINTAINABILITY
AND MEASURABILITY
AND POLICY_COMPLIANCE

VALID_PAGE
=
ONE_DOMINANT_INTENT
AND ONE_INTENDED_CANONICAL
AND TASK_APPROPRIATE_FORMAT
AND VISIBLE_EVIDENCE
AND CLEAR_NEXT_ACTION
AND CRAWLABLE_PATH
AND INDEXABLE_WHEN_INTENDED
AND NO_MATERIAL_DUPLICATION

VALID_EXPERIMENT
=
HYPOTHESIS
AND MECHANISM
AND PRIMARY_METRIC
AND BASELINE
AND TREATMENT_SCOPE
AND OBSERVATION_WINDOW
AND DECISION_RULE
AND GUARDRAILS

keyword + keyword + keyword → page

publish every location × service permutation

rankings increased → SEO succeeded

tool score improved → user experience improved

more pages OR more links OR more schema = better

/seo
goal="<business outcome>"
audience="<segment>"
task="<job>"
intent="<why now>"
cluster="<same-intent query family>"
canonical="<one destination>"
format="<task-matched information product>"
evidence="<proof>"
next="<logical action>"
metric="<primary business measure>"
laka="<Baseline|Minor|Major|Structural|Paradigm>"
logic="<IF/AND/OR/ELSE rules>"