{"id":"GOV-005","area":"Generative Search, Scale, and Governance","title":"Block scaled content abuse","if":"content volume is generated primarily to manipulate rankings or AI responses without distinct user value","then":"stop publication and redesign the system","else":"continue only with row-level utility, accuracy, and governance","operators":["IF","AND","NOT","THEN","ELSE"],"laka_levels":["Structural","Paradigm"],"primary_metric":"unique useful asset rate","guardrails":"spam-policy exposure","rationale":"Makes the decision explicit, measurable, and reversible where possible.","prefix":"GOV","area_slug":"generative-search-scale-and-governance","source":{"document":"04","file":"04-IF-ELSE-AND-OR-RULEBOOK.md","heading":"GOV-005 — Block scaled content abuse","anchor":"gov-005-block-scaled-content-abuse"},"sentence":"IF content volume is generated primarily to manipulate rankings or AI responses without distinct user value THEN stop publication and redesign the system ELSE continue only with row-level utility, accuracy, and governance","area_detail":{"name":"Generative Search, Scale, and Governance","slug":"generative-search-scale-and-governance","prefix":"GOV","count":12},"governs_gates":["maintainability","compliance"],"precedence":["safety_law_privacy_policy","user_value_and_accuracy","technical_eligibility_and_canonical_correctness","business_value_and_constraints","intent_fit_and_information_quality","measurement_and_learning","efficiency_and_scale","cosmetic_optimization"],"neighbours":["GOV-001","GOV-002","GOV-003","GOV-004","GOV-006","GOV-007","GOV-008","GOV-009","GOV-010","GOV-011","GOV-012"],"levels":[{"id":"structural","name":"Structural","definition":"Relationships, architecture, ownership, or workflow change.","examples":["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"],"rule_count":62,"source":{"document":"01","file":"01-SEO-LAKA-GRAMMAR.md","heading":"10.4 Structural change"}},{"id":"paradigm","name":"Paradigm","definition":"The class of solution changes.","examples":["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"],"rule_count":10,"source":{"document":"01","file":"01-SEO-LAKA-GRAMMAR.md","heading":"10.5 Paradigm change"}}]}