{"ok":true,"topic":"moat","generatedAt":"2026-09-19T06:40:01.989Z","asOf":"2026-08-02","specLevel":{"current":3,"target":5,"note":"AI-readable company specification. Served at /qa (legacy name) and /spec (preferred alias). Marketplace home services = Application #1 on the Capability OS.","preferredMount":"/spec","legacyMount":"/qa"},"purpose":"Quarterly-living engineering document: competitive advantages that exist, measurability, auto-improvement, copyability, founder attention. Empty or easily-copied entries = invest in compounding, not features.","reviewCadence":"Revisit at least quarterly or after any material launch-gate change.","advantages":[{"id":"ai_readable_os_spec","name":"AI-readable operating system (/qa public specification)","type":"technical_operational","existsToday":true,"measurable":true,"measures":["qa_spec_level","topics_covered","pack_freshness","agents_using_declared_behavior"],"improvesAutomaticallyWithTransactions":false,"improvesAutomaticallyWithEngineeringDiscipline":true,"copyableInUnderSixMonths":"partial — endpoints are copyable; living institutional sync is hard","compoundsWithEveryTransaction":false,"founderAttention":"medium — keep /qa in sync on every material ship","strengthToday":"emerging","note":"Customers do not see this; engineering + AI agents ship faster and more consistently than competitors who reverse-engineer."},{"id":"transaction_owned_rails","name":"Owned transaction rails (book → pay → complete → payout → review)","type":"operational","existsToday":true,"measurable":true,"measures":["checkout_to_complete_rate","webhook_reconcile_lag","payout_hold_rate"],"improvesAutomaticallyWithTransactions":true,"copyableInUnderSixMonths":"yes_surface — Stripe Connect marketplaces are common; depth of honesty + ops is not","compoundsWithEveryTransaction":true,"founderAttention":"high — money + trust truthfulness","strengthToday":"demo_partial"},{"id":"structured_scope_and_lifecycle","name":"Structured scope + canonical booking state machine","type":"data_technical","existsToday":true,"measurable":true,"measures":["structured_scope_coverage","illegal_transition_blocks","branch_usage"],"improvesAutomaticallyWithTransactions":true,"copyableInUnderSixMonths":"partial","compoundsWithEveryTransaction":true,"founderAttention":"medium","strengthToday":"emerging"},{"id":"local_density_graph","name":"Local supply density + liquidity graph (category×ZIP)","type":"data_network","existsToday":false,"measurable":true,"measures":["active_responding_per_category_zip","time_to_first_offer","zero_result_rate"],"improvesAutomaticallyWithTransactions":true,"copyableInUnderSixMonths":"no_if_real — density takes years of ops","compoundsWithEveryTransaction":true,"founderAttention":"critical — #1 risk until real","strengthToday":"aspirational_demo_seed_only","note":"Demo provider counts are not this moat. Real responding density is."},{"id":"outcome_intelligence","name":"Outcome intelligence (pricing, ETA, cancel, quality predictors)","type":"data","existsToday":false,"measurable":true,"measures":["events_instrumented_share","rule_or_model_lift","prediction_coverage"],"improvesAutomaticallyWithTransactions":true,"copyableInUnderSixMonths":"no_if_data_compounding","compoundsWithEveryTransaction":true,"founderAttention":"high — every completed job must leave learning","strengthToday":"aspirational"},{"id":"provider_earnings_os","name":"Provider earnings / utilization OS (why pros stay and recruit)","type":"operational_network","existsToday":"partial","measurable":true,"measures":["net_earnings_per_hour","utilization","provider_referral_jobs","churn_30d"],"improvesAutomaticallyWithTransactions":true,"copyableInUnderSixMonths":"partial","compoundsWithEveryTransaction":true,"founderAttention":"high","strengthToday":"early"},{"id":"trust_score_system","name":"Trust Score + completion evidence (not badge theater)","type":"data_trust","existsToday":"partial","measurable":true,"measures":["trust_score_coverage","completion_evidence_rate","dispute_rate"],"improvesAutomaticallyWithTransactions":true,"copyableInUnderSixMonths":"surface_yes_depth_no","compoundsWithEveryTransaction":true,"founderAttention":"high","strengthToday":"early"},{"id":"brand_love","name":"Emotional brand / category identity","type":"brand","existsToday":false,"measurable":"weak","measures":["aided_awareness","nps","organic_share_of_voice"],"improvesAutomaticallyWithTransactions":false,"copyableInUnderSixMonths":"n_a","compoundsWithEveryTransaction":false,"founderAttention":"medium — after density; do not fake love with ads into empty supply","strengthToday":"aspirational"}],"quarterlyChecklist":["What competitive advantages exist today?","Which are measurable?","Which improve automatically (with transactions or engineering discipline)?","Which could a competitor copy in under six months?","Which become stronger with every transaction?","Which require founder attention?","Which are technical vs operational vs data moats?","Is /qa/moat empty or full of easy copies? If yes — stop feature theater."],"emptyMoatAlarm":"If advantages are mostly existsToday=false or copyableInUnderSixMonths=yes_surface, the company is still software — not yet compounding organizational knowledge."}