RevenueScope: revenue-first analytics for your EC site
Was dieses MCP kann
Analyzes e-commerce revenue, traffic, search performance, AI referrals, advertising efficiency, content opportunities, and budget allocation.
Tools
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'mode': {'enum': ['referred', 'gaps'], 'type': 'string', 'default': 'referred'}, 'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1}, 'site_id': {'type': 'string', 'format': 'uuid'}, 'end_date': {'$ref': '#/properties/start_date'}, 'start_date': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$'}, 'compare_end_date': {'$ref': '#/properties/start_date'}, 'compare_start_date': {'$ref': '#/properties/start_date'}}, 'additionalProperties': False}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['site_id', 'mode'], 'properties': {'mode': {'enum': ['referred', 'gaps'], 'type': 'string'}, 'rows': {'type': 'array', 'items': {'type': 'object', 'required': ['page', 'ai_source', 'sessions', 'bounce_rate', 'revenue_jpy', 'last_cited_at', 'comparison'], 'properties': {'page': {'type': 'string'}, 'sessions': {'type': 'number'}, 'ai_source': {'type': 'string'}, 'comparison': {'type': 'object', 'required': ['previous_sessions', 'sessions_delta', 'sessions_change_pct', 'previous_revenue_jpy', 'revenue_delta_jpy', 'revenue_change_pct', 'previous_bounce_rate', 'bounce_rate_delta_pp'], 'properties': {'sessions_delta': {'type': ['number', 'null']}, 'previous_sessions': {'type': ['number', 'null']}, 'revenue_delta_jpy': {'type': ['number', 'null']}, 'revenue_change_pct': {'type': ['number', 'null']}, 'sessions_change_pct': {'type': ['number', 'null']}, 'bounce_rate_delta_pp': {'type': ['number', 'null']}, 'previous_bounce_rate': {'type': ['number', 'null']}, 'previous_revenue_jpy': {'type': ['number', 'null']}}, 'additionalProperties': False}, 'bounce_rate': {'type': ['number', 'null']}, 'revenue_jpy': {'type': ['number', 'null']}, 'last_cited_at': {'type': ['string', 'null']}}, 'additionalProperties': False}}, 'basis': {'type': 'string'}, 'notes': {'type': 'array', 'items': {'type': 'string'}}, 'period': {'anyOf': [{'type': 'object', 'required': ['start', 'end', 'days', 'reference_start_at', 'reference_end_at', 'window_type', 'reference_bounds', 'timezone', 'duration_hours', 'calendar_dates_touched', 'source_alignment', 'source_boundaries'], 'properties': {'end': {'type': 'string'}, 'days': {'type': 'number'}, 'start': {'type': 'string'}, 'timezone': {'type': 'string'}, 'window_type': {'enum': ['rolling', 'calendar_to_date', 'comparison', 'calendar_range'], 'type': 'string'}, 'duration_hours': {'type': 'number'}, 'reference_bounds': {'type': 'string', 'const': 'start_inclusive_end_exclusive'}, 'reference_end_at': {'type': 'string', 'format': 'date-time'}, 'source_alignment': {'enum': ['exact', 'mixed'], 'type': 'string'}, 'source_boundaries': {'type': 'array', 'items': {'type': 'object', 'required': ['applies_to', 'boundary'], 'properties': {'boundary': {'enum': ['reference_timestamp_window', 'database_statement_time_window', 'jst_calendar_dates_from_reference_start', 'jst_calendar_dates_from_database_window_start', 'jst_calendar_dates_inclusive', 'account_registry_not_period_scoped', 'derived_previous_daily_window', 'derived_from_current_and_previous', 'defined_per_output_item'], 'type': 'string'}, 'applies_to': {'type': 'array', 'items': {'type': 'string'}, 'minItems': 1}}, 'additionalProperties': False}}, 'reference_start_at': {'type': 'string', 'format': 'date-time'}, 'calendar_dates_touched': {'type': 'integer', 'minimum': 0}}, 'additionalProperties': False}, {'type': 'object', 'required': ['start', 'end', 'days'], 'properties': {'end': {'type': 'string'}, 'days': {'type': 'number'}, 'start': {'type': 'string'}}, 'additionalProperties': False}]}, 'status': {'type': 'string', 'const': 'stopped'}, 'is_demo': {'type': 'boolean'}, 'site_id': {'type': 'string'}, 'truncated': {'anyOf': [{'type': 'object', 'required': ['shown', 'omitted_at_least', 'source_limited'], 'properties': {'shown': {'type': 'integer', 'minimum': 0}, 'source_limited': {'type': 'boolean'}, 'omitted_at_least': {'type': 'integer', 'minimum': 0}}, 'additionalProperties': False}, {'type': 'null'}]}, 'ai_sources': {'type': 'array', 'items': {'type': 'string'}}, 'resume_plan': {'type': ['string', 'null']}, 'source_rows': {'type': 'integer', 'minimum': 0}, 'alternatives': {'type': 'array', 'items': {'type': 'object', 'required': ['tool', 'use_for'], 'properties': {'tool': {'type': 'string'}, 'use_for': {'type': 'string'}}, 'additionalProperties': False}}, 'revenue_status': {'enum': ['confirmed', 'unconfirmed'], 'type': 'string'}, 'stopped_reason': {'type': 'string'}, 'previous_period': {'$ref': '#/properties/period/anyOf/0'}, 'comparison_status': {'enum': ['available', 'unavailable'], 'type': 'string'}}, 'additionalProperties': False}
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['dimension'], 'properties': {'limit': {'type': 'integer', 'maximum': 200, 'minimum': 1}, 'device': {'enum': ['mobile', 'desktop', 'tablet'], 'type': 'string'}, 'filter': {'type': 'object', 'required': ['channel'], 'properties': {'channel': {'type': 'string'}}, 'additionalProperties': False}, 'country': {'type': 'string', 'maxLength': 2, 'minLength': 2}, 'site_id': {'type': 'string', 'format': 'uuid'}, 'end_date': {'$ref': '#/properties/start_date'}, 'dimension': {'enum': ['channel', 'entry_page', 'visitor_history', 'page', 'session_attribute'], 'type': 'string'}, 'start_date': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$'}, 'visitor_type': {'enum': ['new', 'returning'], 'type': 'string'}, 'compare_end_date': {'$ref': '#/properties/start_date'}, 'attribution_model': {'enum': ['last_touch', 'first_touch', 'linear', 'time_decay'], 'type': 'string', 'default': 'last_touch'}, 'compare_start_date': {'$ref': '#/properties/start_date'}}, 'additionalProperties': False}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['site_id', 'dimension', 'period', 'data_freshness', 'period_boundary_definitions', 'presentation_hints'], 'properties': {'path': {'enum': ['A', 'B'], 'type': 'string'}, 'rows': {'anyOf': [{'type': 'array', 'items': {'type': 'object', 'required': ['channel', 'sessions', 'revenue_jpy'], 'properties': {'cvr': {'type': ['number', 'null']}, 'roas': {'type': ['number', 'null']}, 'clicks': {'type': ['number', 'null']}, 'orders': {'type': ['number', 'null']}, 'aov_jpy': {'type': ['number', 'null']}, 'channel': {'type': 'string'}, 'rps_jpy': {'type': ['number', 'null']}, 'sessions': {'type': ['number', 'null']}, 'visitors': {'type': ['number', 'null']}, 'spend_jpy': {'type': ['number', 'null']}, 'ad_platform': {'type': ['string', 'null']}, 'conversions': {'type': ['number', 'null']}, 'impressions': {'type': ['number', 'null']}, 'revenue_jpy': {'type': ['number', 'null']}, 'is_ad_platform': {'type': 'boolean'}, 'saturation_pct': {'type': ['number', 'null']}, 'sessions_delta': {'type': ['number', 'null']}, 'bounce_rate_pct': {'type': ['number', 'null']}, 'is_unattributed': {'type': 'boolean'}, 'mapped_channels': {'anyOf': [{'type': 'array', 'items': {'type': 'string'}}, {'type': 'null'}]}, 'avg_dwell_seconds': {'type': ['number', 'null']}, 'previous_sessions': {'type': ['number', 'null']}, 'revenue_delta_jpy': {'type': ['number', 'null']}, 'bot_excluded_count': {'type': ['number', 'null']}, 'revenue_change_pct': {'type': ['number', 'null']}, 'sessions_change_pct': {'type': ['number', 'null']}, 'conversion_value_jpy': {'type': ['number', 'null']}, 'previous_revenue_jpy': {'type': ['number', 'null']}}, 'additionalProperties': False}}, {'type': 'array', 'items': {'type': 'object', 'required': ['campaign', 'sessions', 'revenue_jpy', 'rps_jpy', 'aov_jpy', 'cvr'], 'properties': {'cvr': {'type': ['number', 'null']}, 'aov_jpy': {'type': ['number', 'null']}, 'rps_jpy': {'type': ['number', 'null']}, 'campaign': {'type': 'string'}, 'sessions': {'type': 'number'}, 'revenue_jpy': {'type': ['number', 'null']}}, 'additionalProperties': False}}, {'type': 'array', 'items': {'type': 'object', 'required': ['page', 'pageviews', 'unique_visitors', 'avg_time_on_page_seconds', 'bounce_rate', 'pageviews_change', 'title', 'impressions', 'clicks', 'ctr', 'avg_position'], 'properties': {'ctr': {'type': ['number', 'null']}, 'page': {'type': 'string'}, 'title': {'type': ['string', 'null']}, 'clicks': {'type': ['number', 'null']}, 'pageviews': {'type': 'number'}, 'bounce_rate': {'type': ['number', 'null']}, 'impressions': {'type': ['number', 'null']}, 'avg_position': {'type': ['number', 'null']}, 'unique_visitors': {'type': 'number'}, 'pageviews_change': {'type': ['number', 'null']}, 'avg_time_on_page_seconds': {'type': ['number', 'null']}}, 'additionalProperties': False}}, {'type': 'array', 'items': {'type': 'object', 'required': ['page', 'sessions', 'revenue_jpy', 'avg_session_duration_seconds', 'bounce_rate', 'previous_sessions', 'sessions_delta', 'sessions_change_pct', 'previous_revenue_jpy', 'revenue_delta_jpy', 'revenue_change_pct'], 'properties': {'page': {'type': 'string'}, 'sessions': {'type': 'number'}, 'bounce_rate': {'type': ['number', 'null']}, 'revenue_jpy': {'type': ['number', 'null']}, 'sessions_delta': {'type': ['number', 'null']}, 'previous_sessions': {'type': ['number', 'null']}, 'revenue_delta_jpy': {'type': ['number', 'null']}, 'revenue_change_pct': {'type': ['number', 'null']}, 'sessions_change_pct': {'type': ['number', 'null']}, 'previous_revenue_jpy': {'type': ['number', 'null']}, 'avg_session_duration_seconds': {'type': ['number', 'null']}}, 'additionalProperties': False}}, {'type': 'array', 'items': {'type': 'object', 'required': ['type', 'is_new_visitor', 'sessions', 'revenue_jpy', 'previous_sessions', 'sessions_delta', 'sessions_change_pct', 'previous_revenue_jpy', 'revenue_delta_jpy', 'revenue_change_pct'], 'properties': {'type': {'type': 'string'}, 'sessions': {'type': 'number'}, 'revenue_jpy': {'type': ['number', 'null']}, 'is_new_visitor': {'type': 'boolean'}, 'sessions_delta': {'type': ['number', 'null']}, 'previous_sessions': {'type': ['number', 'null']}, 'revenue_delta_jpy': {'type': ['number', 'null']}, 'revenue_change_pct': {'type': ['number', 'null']}, 'sessions_change_pct': {'type': ['number', 'null']}, 'previous_revenue_jpy': {'type': ['number', 'null']}}, 'additionalProperties': False}}, {'type': 'array', 'items': {'type': 'object', 'required': ['page', 'sessions', 'revenue_jpy', 'avg_session_duration_seconds', 'bounce_rate', 'previous_sessions', 'sessions_delta', 'sessions_change_pct', 'previous_revenue_jpy', 'revenue_delta_jpy', 'revenue_change_pct'], 'properties': {'page': {'type': 'string'}, 'sessions': {'type': 'number'}, 'bounce_rate': {'type': ['number', 'null']}, 'revenue_jpy': {'type': ['number', 'null']}, 'sessions_delta': {'type': ['number', 'null']}, 'previous_sessions': {'type': ['number', 'null']}, 'revenue_delta_jpy': {'type': ['number', 'null']}, 'revenue_change_pct': {'type': ['number', 'null']}, 'sessions_change_pct': {'type': ['number', 'null']}, 'previous_revenue_jpy': {'type': ['number', 'null']}, 'avg_session_duration_seconds': {'type': ['number', 'null']}}, 'additionalProperties': False}}]}, 'basis': {'type': 'string'}, 'notes': {'type': 'array', 'items': {'type': 'string'}}, 'filter': {'type': 'object', 'required': ['channel'], 'properties': {'channel': {'type': 'string'}}, 'additionalProperties': False}, 'period': {'type': 'object', 'required': ['start', 'end', 'days', 'reference_start_at', 'reference_end_at', 'window_type', 'reference_bounds', 'timezone', 'duration_hours', 'calendar_dates_touched', 'source_alignment', 'source_boundaries'], 'properties': {'end': {'type': 'string'}, 'days': {'type': 'number'}, 'start': {'type': 'string'}, 'timezone': {'type': 'string'}, 'window_type': {'enum': ['rolling', 'calendar_to_date', 'comparison', 'calendar_range'], 'type': 'string'}, 'duration_hours': {'type': 'number'}, 'reference_bounds': {'type': 'string', 'const': 'start_inclusive_end_exclusive'}, 'reference_end_at': {'type': 'string', 'format': 'date-time'}, 'source_alignment': {'enum': ['exact', 'mixed'], 'type': 'string'}, 'source_boundaries': {'type': 'array', 'items': {'type': 'object', 'required': ['applies_to', 'boundary'], 'properties': {'boundary': {'enum': ['reference_timestamp_window', 'database_statement_time_window', 'jst_calendar_dates_from_reference_start', 'jst_calendar_dates_from_database_window_start', 'jst_calendar_dates_inclusive', 'account_registry_not_period_scoped', 'derived_previous_daily_window', 'derived_from_current_and_previous', 'defined_per_output_item'], 'type': 'string'}, 'applies_to': {'type': 'array', 'items': {'type': 'string'}, 'minItems': 1}}, 'additionalProperties': False}}, 'reference_start_at': {'type': 'string', 'format': 'date-time'}, 'calendar_dates_touched': {'type': 'integer', 'minimum': 0}}, 'additionalProperties': False}, 'is_demo': {'type': 'boolean'}, 'message': {'type': 'string'}, 'revenue': {'type': ['number', 'null']}, 'site_id': {'type': 'string'}, 'dimension': {'enum': ['channel', 'entry_page', 'visitor_history', 'page', 'session_attribute'], 'type': 'string'}, 'truncated': {'anyOf': [{'type': 'object', 'properties': {'omitted_pages': {'type': 'number'}, 'total_sessions': {'type': 'number'}, 'omitted_entries': {'type': 'number'}, 'omitted_sessions': {'type': 'number'}, 'omitted_pageviews': {'type': 'number'}}, 'additionalProperties': False}, {'type': 'null'}]}, 'error_code': {'type': 'string'}, 'assumptions': {'type': 'array', 'items': {'type': 'string'}}, 'limitations': {'type': 'array', 'items': {'type': 'string'}}, 'total_pages': {'type': 'number'}, 'total_entries': {'type': 'number'}, 'data_freshness': {'type': 'object', 'required': ['generated_at', 'provisional', 'may_change_because', 'bot_classification_delay_minutes_max_by_rule', 'bot_classification_delay_definitions', 'delay_bounds_assume_scheduled_jobs_operational'], 'properties': {'provisional': {'type': 'boolean', 'const': True}, 'generated_at': {'type': 'string', 'format': 'date-time'}, 'may_change_because': {'type': 'array', 'items': {'enum': ['live_ingestion', 'open_window', 'moving_window', 'delayed_bot_classification'], 'type': 'string'}}, 'bot_classification_delay_definitions': {'type': 'object', 'required': ['burst_cluster_primary', 'burst_cluster_fallback', 'single_page_zero_dwell'], 'properties': {'burst_cluster_primary': {'type': 'string'}, 'burst_cluster_fallback': {'type': 'string'}, 'single_page_zero_dwell': {'type': 'string'}}, 'additionalProperties': False}, 'bot_classification_delay_minutes_max_by_rule': {'type': 'object', 'required': ['burst_cluster_primary', 'burst_cluster_fallback', 'single_page_zero_dwell'], 'properties': {'burst_cluster_primary': {'type': 'number', 'const': 20}, 'burst_cluster_fallback': {'type': 'number', 'const': 480}, 'single_page_zero_dwell': {'type': 'number', 'const': 480}}, 'additionalProperties': False}, 'delay_bounds_assume_scheduled_jobs_operational': {'type': 'boolean', 'const': True}}, 'additionalProperties': False}, 'revenue_status': {'enum': ['confirmed', 'unconfirmed', 'error'], 'type': 'string'}, 'previous_period': {'$ref': '#/properties/period'}, 'total_pageviews': {'type': 'number'}, 'attribution_model': {'enum': ['last_touch', 'first_touch', 'linear', 'time_decay'], 'type': 'string'}, 'comparison_status': {'enum': ['available', 'unavailable'], 'type': 'string'}, 'revenue_breakdown': {'type': 'object', 'required': ['total_event_jpy', 'attributed_jpy', 'unattributed_jpy'], 'properties': {'attributed_jpy': {'type': 'number'}, 'total_event_jpy': {'type': 'number'}, 'unattributed_jpy': {'type': 'number'}}, 'additionalProperties': False}, 'presentation_hints': {'type': 'object', 'required': ['response_type', 'primary_metric', 'show_period_comparison', 'show_trend', 'show_breakdown', 'show_priority_insights', 'prefer_compact_visual_summary', 'avoid_long_prose', 'recommended_followup_tools', 'recommended_sections'], 'properties': {'show_trend': {'type': 'boolean'}, 'response_type': {'enum': ['analytics_summary', 'analytics_breakdown', 'priority_insights', 'analytics_today'], 'type': 'string'}, 'primary_metric': {'type': 'string'}, 'show_breakdown': {'type': 'boolean'}, 'avoid_long_prose': {'type': 'boolean', 'const': True}, 'recommended_sections': {'type': 'array', 'items': {'enum': ['kpi_summary', 'trend', 'ad_spend_context', 'breakdown', 'priority_insights', 'recommended_actions'], 'type': 'string'}}, 'show_period_comparison': {'type': 'boolean'}, 'show_priority_insights': {'type': 'boolean'}, 'recommended_followup_tools': {'type': 'array', 'items': {'enum': ['get_breakdown', 'get_priority_insights', 'get_summary'], 'type': 'string'}}, 'prefer_compact_visual_summary': {'type': 'boolean', 'const': True}}, 'additionalProperties': False}, 'session_attributes': {'type': 'object', 'required': ['devices', 'timeslots', 'dayofweek', 'visitor_types', 'countries'], 'properties': {'devices': {'type': 'array', 'items': {'type': 'object', 'required': ['device', 'sessions', 'revenue', 'rps', 'cvr'], 'properties': {'cvr': {'type': ['number', 'null']}, 'rps': {'type': ['number', 'null']}, 'device': {'type': 'string'}, 'revenue': {'type': ['number', 'null']}, 'sessions': {'type': 'number'}}, 'additionalProperties': False}}, 'countries': {'type': 'array', 'items': {'type': 'object', 'required': ['country', 'name', 'sessions', 'revenue', 'rps', 'share_pct'], 'properties': {'rps': {'type': ['number', 'null']}, 'name': {'type': 'string'}, 'country': {'type': 'string'}, 'revenue': {'type': ['number', 'null']}, 'sessions': {'type': 'number'}, 'share_pct': {'type': 'number'}}, 'additionalProperties': False}}, 'dayofweek': {'type': 'array', 'items': {'type': 'object', 'required': ['day', 'iso_dow', 'sessions', 'revenue', 'rps'], 'properties': {'day': {'type': 'string'}, 'rps': {'type': ['number', 'null']}, 'iso_dow': {'type': 'number'}, 'revenue': {'type': ['number', 'null']}, 'sessions': {'type': 'number'}}, 'additionalProperties': False}}, 'timeslots': {'type': 'array', 'items': {'type': 'object', 'required': ['slot', 'hour_start', 'sessions', 'revenue', 'rps'], 'properties': {'rps': {'type': ['number', 'null']}, 'slot': {'type': 'string'}, 'revenue': {'type': ['number', 'null']}, 'sessions': {'type': 'number'}, 'hour_start': {'type': 'number'}}, 'additionalProperties': False}}, 'visitor_types': {'type': 'array', 'items': {'type': 'object', 'required': ['type', 'is_new_visitor', 'sessions', 'revenue', 'rps', 'cvr', 'aov'], 'properties': {'aov': {'type': ['number', 'null']}, 'cvr': {'type': ['number', 'null']}, 'rps': {'type': ['number', 'null']}, 'type': {'type': 'string'}, 'revenue': {'type': ['number', 'null']}, 'sessions': {'type': 'number'}, 'is_new_visitor': {'type': 'boolean'}}, 'additionalProperties': False}}}, 'additionalProperties': False}, 'ad_spend_candidates': {'type': 'array', 'items': {'type': 'object', 'required': ['ad_channel', 'spend_jpy', 'candidate_revenue_jpy', 'previous_spend_jpy', 'spend_delta_jpy', 'previous_candidate_revenue_jpy', 'candidate_revenue_delta_jpy'], 'properties': {'spend_jpy': {'type': 'number'}, 'ad_channel': {'type': 'string'}, 'spend_delta_jpy': {'type': ['number', 'null']}, 'previous_spend_jpy': {'type': ['number', 'null']}, 'candidate_revenue_jpy': {'type': ['number', 'null']}, 'candidate_revenue_delta_jpy': {'type': ['number', 'null']}, 'previous_candidate_revenue_jpy': {'type': ['number', 'null']}}, 'additionalProperties': False}}, 'period_boundary_definitions': {'type': 'object', 'required': ['path_syntax', 'reference_timestamp_window', 'database_statement_time_window', 'jst_calendar_dates_from_reference_start', 'jst_calendar_dates_from_database_window_start', 'jst_calendar_dates_inclusive', 'account_registry_not_period_scoped', 'derived_previous_daily_window', 'derived_from_current_and_previous', 'defined_per_output_item'], 'properties': {'path_syntax': {'type': 'string', 'const': 'dot_path_with_array_wildcard'}, 'defined_per_output_item': {'type': 'string'}, 'reference_timestamp_window': {'type': 'string'}, 'jst_calendar_dates_inclusive': {'type': 'string'}, 'derived_previous_daily_window': {'type': 'string'}, 'database_statement_time_window': {'type': 'string'}, 'derived_from_current_and_previous': {'type': 'string'}, 'account_registry_not_period_scoped': {'type': 'string'}, 'jst_calendar_dates_from_reference_start': {'type': 'string'}, 'jst_calendar_dates_from_database_window_start': {'type': 'string'}}, 'additionalProperties': False}}, 'additionalProperties': False}
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'sort': {'enum': ['etv', 'volume', 'rank'], 'type': 'string'}, 'limit': {'type': 'integer', 'maximum': 100, 'minimum': 1}, 'domain': {'type': 'string', 'minLength': 1}, 'site_id': {'type': 'string', 'format': 'uuid'}, 'min_volume': {'type': 'integer', 'minimum': 0}}, 'additionalProperties': False}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['researched', 'basis', 'assumptions', 'limitations'], 'properties': {'sort': {'enum': ['etv', 'volume', 'rank'], 'type': 'string'}, 'basis': {'type': 'string'}, 'limit': {'type': 'number'}, 'domains': {'type': 'array', 'items': {'type': 'object', 'required': ['domain', 'summary', 'previous', 'keywords', 'lost_keywords', 'truncated', 'warning'], 'properties': {'domain': {'type': 'string'}, 'summary': {'type': 'object', 'required': ['total_keywords', 'total_etv', 'volume_bands', 'rank_bands', 'vs_previous'], 'properties': {'total_etv': {'type': 'number'}, 'rank_bands': {'type': 'object', 'required': ['top3', 'rank4_10', 'rank11_20', 'rank21_50', 'rank51_plus', 'unranked'], 'properties': {'top3': {'type': 'number'}, 'rank4_10': {'type': 'number'}, 'unranked': {'type': 'number'}, 'rank11_20': {'type': 'number'}, 'rank21_50': {'type': 'number'}, 'rank51_plus': {'type': 'number'}}, 'additionalProperties': False}, 'vs_previous': {'anyOf': [{'type': 'object', 'required': ['new_count', 'lost_count', 'improved', 'declined', 'same'], 'properties': {'same': {'type': 'number'}, 'declined': {'type': 'number'}, 'improved': {'type': 'number'}, 'new_count': {'type': 'number'}, 'lost_count': {'type': 'number'}}, 'additionalProperties': False}, {'type': 'null'}]}, 'volume_bands': {'type': 'object', 'required': ['vol_1000_plus', 'vol_100_999', 'vol_under_100', 'vol_unknown'], 'properties': {'vol_100_999': {'type': 'number'}, 'vol_unknown': {'type': 'number'}, 'vol_1000_plus': {'type': 'number'}, 'vol_under_100': {'type': 'number'}}, 'additionalProperties': False}, 'total_keywords': {'type': 'number'}}, 'additionalProperties': False}, 'warning': {'type': ['string', 'null']}, 'keywords': {'type': 'array', 'items': {'type': 'object', 'required': ['keyword', 'rank', 'search_volume', 'cpc', 'etv', 'serp_url', 'serp_item_type', 'prev_rank', 'rank_delta', 'change'], 'properties': {'cpc': {'type': ['number', 'null']}, 'etv': {'type': ['number', 'null']}, 'rank': {'type': ['number', 'null']}, 'change': {'enum': ['new', 'improved', 'declined', 'same', 'unknown'], 'type': 'string'}, 'keyword': {'type': 'string'}, 'serp_url': {'type': ['string', 'null']}, 'prev_rank': {'type': ['number', 'null']}, 'rank_delta': {'type': ['number', 'null']}, 'search_volume': {'type': ['number', 'null']}, 'serp_item_type': {'type': ['string', 'null']}}, 'additionalProperties': False}}, 'previous': {'anyOf': [{'type': 'object', 'required': ['research_id', 'fetched_at'], 'properties': {'fetched_at': {'type': 'string'}, 'research_id': {'type': 'string'}}, 'additionalProperties': False}, {'type': 'null'}]}, 'truncated': {'type': 'object', 'required': ['shown', 'matching_total', 'lost_total'], 'properties': {'shown': {'type': 'number'}, 'lost_total': {'type': 'number'}, 'matching_total': {'type': 'number'}}, 'additionalProperties': False}, 'lost_keywords': {'type': 'array', 'items': {'type': 'object', 'required': ['keyword', 'prev_rank', 'search_volume', 'etv'], 'properties': {'etv': {'type': ['number', 'null']}, 'keyword': {'type': 'string'}, 'prev_rank': {'type': ['number', 'null']}, 'search_volume': {'type': ['number', 'null']}}, 'additionalProperties': False}}}, 'additionalProperties': False}}, 'guidance': {'type': 'string'}, 'fetched_at': {'type': 'string'}, 'min_volume': {'type': ['number', 'null']}, 'researched': {'type': 'boolean'}, 'assumptions': {'type': 'array', 'items': {'type': 'string'}}, 'limitations': {'type': 'array', 'items': {'type': 'string'}}, 'research_id': {'type': 'string'}, 'keyword_count': {'type': 'number'}, 'language_code': {'type': 'string'}, 'location_code': {'type': 'number'}, 'available_domains': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'limit': {'type': 'integer', 'maximum': 200, 'minimum': 1}, 'bucket': {'enum': ['decaying', 'striking', 'rising', 'dormant', 'stable'], 'type': 'string'}, 'site_id': {'type': 'string', 'format': 'uuid'}, 'end_date': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$'}, 'start_date': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$'}}, 'additionalProperties': False}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['site_id', 'period', 'window', 'session_window', 'basis', 'assumptions', 'limitations', 'criteria', 'bucket_summary', 'total_pages', 'pages'], 'properties': {'basis': {'type': 'string'}, 'pages': {'type': 'array', 'items': {'type': 'object', 'required': ['page', 'action', 'confidence', 'caveats', 'is_new', 'cur_clicks', 'cur_impressions', 'cur_position', 'prev_clicks', 'prev_impressions', 'prev_position', 'main_query_position', 'striking_uplift_clicks', 'striking_query_count', 'striking_queries', 'sessions', 'engaged', 'revenue_jpy', 'ai_sessions', 'ai_revenue_jpy', 'ai_sources', 'clicks_threshold', 'expected_sessions_gain', 'expected_revenue_gain'], 'properties': {'page': {'type': 'string'}, 'action': {'enum': ['decaying', 'striking', 'rising', 'dormant', 'stable'], 'type': 'string'}, 'is_new': {'type': 'boolean'}, 'caveats': {'type': 'array', 'items': {'enum': ['geo_winning_suspect', 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'additionalProperties': False}}, {'type': 'null'}]}, 'main_query_position': {'type': ['number', 'null']}, 'striking_query_count': {'type': 'number'}, 'expected_revenue_gain': {'type': ['number', 'null']}, 'expected_sessions_gain': {'type': 'number'}, 'striking_uplift_clicks': {'type': 'number'}}, 'additionalProperties': False}}, 'period': {'type': 'object', 'required': ['days'], 'properties': {'days': {'type': 'number'}}, 'additionalProperties': False}, 'window': {'type': 'object', 'required': ['current', 'previous'], 'properties': {'current': {'type': 'object', 'required': ['from', 'to'], 'properties': {'to': {'type': 'string'}, 'from': {'type': 'string'}}, 'additionalProperties': False}, 'previous': {'$ref': '#/properties/window/properties/current'}}, 'additionalProperties': False}, 'site_id': {'type': 'string'}, 'warning': {'type': 'string'}, 'criteria': {'type': 'object', 'required': ['provisional', 'comparison', 'significant_clicks_delta', 'position_worsening', 'striking_band', 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'string'}}, 'additionalProperties': False}, 'truncated': {'type': 'object', 'required': ['omitted_pages', 'guidance'], 'properties': {'guidance': {'type': 'string'}, 'omitted_pages': {'type': 'number'}}, 'additionalProperties': False}, 'assumptions': {'type': 'array', 'items': {'type': 'string'}}, 'limitations': {'type': 'array', 'items': {'type': 'string'}}, 'total_pages': {'type': 'number'}, 'bucket_summary': {'type': 'object', 'required': ['decaying', 'striking', 'rising', 'dormant', 'stable'], 'properties': {'rising': {'$ref': '#/properties/bucket_summary/properties/decaying'}, 'stable': {'$ref': '#/properties/bucket_summary/properties/decaying'}, 'dormant': {'$ref': '#/properties/bucket_summary/properties/decaying'}, 'decaying': {'type': 'object', 'required': ['count', 'revenue_jpy', 'clicks'], 'properties': {'count': {'type': 'number'}, 'clicks': {'type': 'number'}, 'revenue_jpy': {'type': 'number'}}, 'additionalProperties': False}, 'striking': {'$ref': '#/properties/bucket_summary/properties/decaying'}}, 'additionalProperties': False}, 'session_window': {'type': 'object', 'required': ['basis', 'duration_days', 'duration_hours', 'from_relative', 'to_relative', 'exact_timestamps_available'], 'properties': {'basis': {'type': 'string', 'const': 'database_statement_time'}, 'to_relative': {'type': 'string', 'const': 'now()'}, 'duration_days': {'type': 'integer', 'maximum': 365, 'minimum': 2}, 'from_relative': {'type': 'string'}, 'duration_hours': {'type': 'integer', 'maximum': 8760, 'minimum': 48}, 'exact_timestamps_available': {'type': 'boolean', 'const': False}}, 'additionalProperties': False}}, 'additionalProperties': False}
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'band': {'enum': ['all', 'striking'], 'type': 'string', 'default': 'all'}, 'limit': {'type': 'integer', 'maximum': 1000, 'minimum': 1}, 'site_id': {'type': 'string', 'format': 'uuid'}, 'end_date': {'$ref': '#/properties/start_date'}, 'start_date': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$'}}, 'additionalProperties': False}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['site_id', 'band', 'period', 'previous_period', 'date_basis', 'timezone', 'source_windows', 'rows'], 'properties': {'band': {'enum': ['all', 'striking'], 'type': 'string'}, 'rows': {'anyOf': [{'type': 'array', 'items': {'type': 'object', 'required': ['query', 'clicks', 'impressions', 'ctr', 'avg_position', 'est_revenue_jpy', 'top_page', 'rps_search_jpy', 'clicks_change', 'est_revenue_change'], 'properties': {'ctr': {'type': 'number'}, 'query': {'type': 'string'}, 'clicks': {'type': 'number'}, 'top_page': {'type': ['string', 'null']}, 'impressions': {'type': 'number'}, 'avg_position': {'type': 'number'}, 'clicks_change': {'type': ['number', 'null']}, 'rps_search_jpy': {'type': 'number'}, 'est_revenue_jpy': {'type': 'number'}, 'est_revenue_change': {'type': ['number', 'null']}}, 'additionalProperties': False}}, {'type': 'array', 'items': {'type': 'object', 'required': ['query', 'avg_position', 'impressions', 'clicks', 'ctr', 'top_page', 'target_position', 'est_incremental_clicks', 'est_incremental_revenue_jpy', 'opportunity_score'], 'properties': {'ctr': {'type': 'number'}, 'query': {'type': 'string'}, 'clicks': {'type': 'number'}, 'top_page': {'type': ['string', 'null']}, 'impressions': {'type': 'number'}, 'avg_position': {'type': 'number'}, 'target_position': {'type': 'number'}, 'opportunity_score': {'type': 'number'}, 'est_incremental_clicks': {'type': 'number'}, 'est_incremental_revenue_jpy': {'type': 'number'}}, 'additionalProperties': False}}]}, 'basis': {'type': 'string'}, 'period': {'type': 'object', 'required': ['start', 'end', 'days'], 'properties': {'end': {'type': 'string'}, 'days': {'type': 'number'}, 'start': {'type': 'string'}}, 'additionalProperties': False}, 'site_id': {'type': 'string'}, 'warning': {'type': 'string'}, 'criteria': {'type': 'object', 'required': ['position_min', 'position_max', 'min_impressions', 'target_position'], 'properties': {'position_max': {'type': 'number'}, 'position_min': {'type': 'number'}, 'min_impressions': {'type': 'number'}, 'target_position': {'type': 'number'}}, 'additionalProperties': False}, 'timezone': {'type': 'string', 'const': 'Asia/Tokyo'}, 'truncated': {'anyOf': [{'type': 'object', 'required': ['shown', 'omitted_at_least', 'source_limited'], 'properties': {'shown': {'type': 'integer', 'minimum': 0}, 'source_limited': {'type': 'boolean'}, 'omitted_at_least': {'type': 'integer', 'minimum': 0}}, 'additionalProperties': False}, {'type': 'null'}]}, 'date_basis': {'type': 'string', 'const': 'jst_calendar_date'}, 'assumptions': {'type': 'array', 'items': {'type': 'string'}}, 'limitations': {'type': 'array', 'items': {'type': 'string'}}, 'rps_search_jpy': {'type': 'number'}, 'source_windows': {'type': 'object', 'required': ['current', 'previous', 'gsc_date_bounds', 'shared_jst_dates'], 'properties': {'current': {'type': 'object', 'required': ['p_from', 'p_to'], 'properties': {'p_to': {'type': 'string'}, 'p_from': {'type': 'string'}}, 'additionalProperties': False}, 'previous': {'$ref': '#/properties/source_windows/properties/current'}, 'gsc_date_bounds': {'type': 'string', 'const': 'inclusive'}, 'shared_jst_dates': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}, 'previous_period': {'$ref': '#/properties/period'}, 'revenue_estimate_basis': {'type': 'string'}}, 'additionalProperties': False}
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}, 'additionalProperties': False}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['metrics', 'states', 'measurement'], 'properties': {'states': {'type': 'object', 'additionalProperties': {'type': 'string'}}, 'metrics': {'type': 'object', 'additionalProperties': {'type': 'object', 'required': ['definition', 'scope'], 'properties': {'scope': {'type': 'string'}, 'definition': {'type': 'string'}}, 'additionalProperties': False}}, 'measurement': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['page'], 'properties': {'page': {'type': 'string', 'minLength': 1}, 'site_id': {'type': 'string', 'format': 'uuid'}, 'end_date': {'$ref': '#/properties/start_date'}, 'start_date': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$'}, 'granularity': {'enum': ['day', 'week'], 'type': 'string'}}, 'additionalProperties': False}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['site_id', 'page', 'period', 'granularity', 'basis', 'assumptions', 'limitations', 'series', 'summary'], 'properties': {'page': {'type': 'string'}, 'basis': {'type': 'string'}, 'period': {'type': 'object', 'required': ['start', 'end', 'days'], 'properties': {'end': {'type': 'string'}, 'days': {'type': 'number'}, 'start': {'type': 'string'}}, 'additionalProperties': False}, 'series': {'type': 'array', 'items': {'type': 'object', 'required': ['date', 'clicks', 'impressions', 'avg_position'], 'properties': {'date': {'type': 'string'}, 'clicks': {'type': 'number'}, 'impressions': {'type': 'number'}, 'avg_position': {'type': ['number', 'null']}}, 'additionalProperties': False}}, 'site_id': {'type': 'string'}, 'summary': {'type': 'object', 'required': ['buckets', 'position_first', 'position_last', 'position_delta', 'position_best', 'position_worst', 'clicks_total', 'impressions_total'], 'properties': {'buckets': {'type': 'number'}, 'clicks_total': {'type': 'number'}, 'position_best': {'type': ['number', 'null']}, 'position_last': {'type': ['number', 'null']}, 'position_delta': {'type': ['number', 'null']}, 'position_first': {'type': ['number', 'null']}, 'position_worst': {'type': ['number', 'null']}, 'impressions_total': {'type': 'number'}}, 'additionalProperties': False}, 'warning': {'type': 'string'}, 'assumptions': {'type': 'array', 'items': {'type': 'string'}}, 'granularity': {'enum': ['day', 'week'], 'type': 'string'}, 'limitations': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'site_id': {'type': 'string', 'format': 'uuid'}}, 'additionalProperties': False}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['site_id', 'tool', 'status', 'stopped_reason', 'alternatives', 'resume_plan'], 'properties': {'tool': {'type': 'string', 'const': 'get_priority_insights'}, 'status': {'type': 'string', 'const': 'stopped'}, 'site_id': {'type': 'string'}, 'resume_plan': {'type': ['string', 'null']}, 'alternatives': {'type': 'array', 'items': {'type': 'object', 'required': ['tool', 'use_for'], 'properties': {'tool': {'type': 'string'}, 'use_for': {'type': 'string'}}, 'additionalProperties': False}}, 'stopped_reason': {'type': 'string'}}, 'additionalProperties': False}
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'device': {'enum': ['mobile', 'desktop', 'tablet'], 'type': 'string'}, 'country': {'type': 'string', 'maxLength': 2, 'minLength': 2}, 'site_id': {'type': 'string', 'format': 'uuid'}, 'end_date': {'$ref': '#/properties/start_date'}, 'start_date': {'type': 'string', 'pattern': '^\\d{4}-\\d{2}-\\d{2}$'}, 'compare_end_date': {'$ref': '#/properties/start_date'}, 'compare_start_date': {'$ref': '#/properties/start_date'}}, 'additionalProperties': False}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['site_id', 'revenue_status', 'period_observation_status', 'is_demo', 'comparison_status', 'bot_excluded_count', 'period', 'previous_period', 'data_freshness', 'period_boundary_definitions', 'basis', 'kpis', 'trend', 'previous_trend', 'path_recommendation', 'ad_spend_data_status', 'connected_channels', 'ad_spend_channels_in_period', 'ad_spend_rows_in_period', 'presentation_hints'], 'properties': {'kpis': {'type': 'object', 'required': ['revenue', 'sessions', 'rps', 'aov', 'cvr', 'avg_duration', 'bounce_rate', 'scroll_depth', 'avg_duration_depth_basis', 'median_duration_depth_basis', 'median_scroll_depth', 'roas'], 'properties': {'aov': {'$ref': '#/properties/kpis/properties/revenue'}, 'cvr': {'$ref': '#/properties/kpis/properties/revenue'}, 'rps': {'$ref': '#/properties/kpis/properties/revenue'}, 'roas': {'type': 'null'}, 'revenue': {'type': 'object', 'required': ['value', 'previous', 'change'], 'properties': {'value': {'type': ['number', 'null']}, 'change': {'type': ['number', 'null']}, 'previous': {'type': ['number', 'null']}}, 'additionalProperties': False}, 'sessions': {'$ref': '#/properties/kpis/properties/revenue'}, 'bounce_rate': {'$ref': '#/properties/kpis/properties/revenue'}, 'avg_duration': {'$ref': '#/properties/kpis/properties/revenue'}, 'scroll_depth': {'anyOf': [{'$ref': '#/properties/kpis/properties/revenue'}, {'type': 'null'}]}, 'median_scroll_depth': {'anyOf': [{'$ref': '#/properties/kpis/properties/avg_duration_depth_basis/anyOf/0'}, {'type': 'null'}]}, 'avg_duration_depth_basis': {'anyOf': [{'type': 'object', 'required': ['value', 'previous', 'change'], 'properties': {'value': {'type': 'number'}, 'change': {'type': ['number', 'null']}, 'previous': {'type': ['number', 'null']}}, 'additionalProperties': False}, {'type': 'null'}]}, 'median_duration_depth_basis': {'anyOf': [{'$ref': '#/properties/kpis/properties/avg_duration_depth_basis/anyOf/0'}, {'type': 'null'}]}}, 'additionalProperties': False}, 'basis': {'type': 'string'}, 'notes': {'type': 'array', 'items': {'type': 'string'}}, 'trend': {'type': 'array', 'items': {'type': 'object', 'required': ['date', 'revenue', 'cumulative_revenue', 'sessions', 'conversions', 'cvr'], 'properties': {'cvr': {'type': ['number', 'null']}, 'date': {'type': 'string'}, 'revenue': {'type': ['number', 'null']}, 'sessions': {'type': 'number'}, 'conversions': {'type': 'number'}, 'cumulative_revenue': {'type': ['number', 'null']}}, 'additionalProperties': False}}, 'period': {'type': 'object', 'required': ['start', 'end', 'days', 'reference_start_at', 'reference_end_at', 'window_type', 'reference_bounds', 'timezone', 'duration_hours', 'calendar_dates_touched', 'source_alignment', 'source_boundaries'], 'properties': {'end': {'type': 'string'}, 'days': {'type': 'number'}, 'start': {'type': 'string'}, 'timezone': {'type': 'string'}, 'window_type': {'enum': ['rolling', 'calendar_to_date', 'comparison', 'calendar_range'], 'type': 'string'}, 'duration_hours': {'type': 'number'}, 'reference_bounds': {'type': 'string', 'const': 'start_inclusive_end_exclusive'}, 'reference_end_at': {'type': 'string', 'format': 'date-time'}, 'source_alignment': {'enum': ['exact', 'mixed'], 'type': 'string'}, 'source_boundaries': {'type': 'array', 'items': {'type': 'object', 'required': ['applies_to', 'boundary'], 'properties': {'boundary': {'enum': ['reference_timestamp_window', 'database_statement_time_window', 'jst_calendar_dates_from_reference_start', 'jst_calendar_dates_from_database_window_start', 'jst_calendar_dates_inclusive', 'account_registry_not_period_scoped', 'derived_previous_daily_window', 'derived_from_current_and_previous', 'defined_per_output_item'], 'type': 'string'}, 'applies_to': {'type': 'array', 'items': {'type': 'string'}, 'minItems': 1}}, 'additionalProperties': False}}, 'reference_start_at': {'type': 'string', 'format': 'date-time'}, 'calendar_dates_touched': {'type': 'integer', 'minimum': 0}}, 'additionalProperties': False}, 'is_demo': {'type': 'boolean'}, 'site_id': {'type': 'string'}, 'data_freshness': {'type': 'object', 'required': ['generated_at', 'provisional', 'may_change_because', 'bot_classification_delay_minutes_max_by_rule', 'bot_classification_delay_definitions', 'delay_bounds_assume_scheduled_jobs_operational'], 'properties': {'provisional': {'type': 'boolean', 'const': True}, 'generated_at': {'type': 'string', 'format': 'date-time'}, 'may_change_because': {'type': 'array', 'items': {'enum': ['live_ingestion', 'open_window', 'moving_window', 'delayed_bot_classification'], 'type': 'string'}}, 'bot_classification_delay_definitions': {'type': 'object', 'required': ['burst_cluster_primary', 'burst_cluster_fallback', 'single_page_zero_dwell'], 'properties': {'burst_cluster_primary': {'type': 'string'}, 'burst_cluster_fallback': {'type': 'string'}, 'single_page_zero_dwell': {'type': 'string'}}, 'additionalProperties': False}, 'bot_classification_delay_minutes_max_by_rule': {'type': 'object', 'required': ['burst_cluster_primary', 'burst_cluster_fallback', 'single_page_zero_dwell'], 'properties': {'burst_cluster_primary': {'type': 'number', 'const': 20}, 'burst_cluster_fallback': {'type': 'number', 'const': 480}, 'single_page_zero_dwell': {'type': 'number', 'const': 480}}, 'additionalProperties': False}, 'delay_bounds_assume_scheduled_jobs_operational': {'type': 'boolean', 'const': True}}, 'additionalProperties': False}, 'previous_trend': {'anyOf': [{'type': 'array', 'items': {'type': 'object', 'required': ['date', 'revenue', 'cumulative_revenue', 'sessions', 'conversions', 'cvr'], 'properties': {'cvr': {'type': ['number', 'null']}, 'date': {'type': 'string'}, 'revenue': {'type': ['number', 'null']}, 'sessions': {'type': 'number'}, 'conversions': {'type': 'number'}, 'cumulative_revenue': {'type': ['number', 'null']}}, 'additionalProperties': False}}, {'type': 'null'}]}, 'revenue_status': {'enum': ['confirmed', 'unconfirmed'], 'type': 'string'}, 'previous_period': {'$ref': '#/properties/period'}, 'comparison_status': {'enum': ['available', 'unavailable'], 'type': 'string'}, 'bot_excluded_count': {'type': ['number', 'null']}, 'connected_channels': {'type': 'array', 'items': {'type': 'string'}}, 'presentation_hints': {'type': 'object', 'required': ['response_type', 'primary_metric', 'show_period_comparison', 'show_trend', 'show_breakdown', 'show_priority_insights', 'prefer_compact_visual_summary', 'avoid_long_prose', 'recommended_followup_tools', 'recommended_sections'], 'properties': {'show_trend': {'type': 'boolean'}, 'response_type': {'enum': ['analytics_summary', 'analytics_breakdown', 'priority_insights', 'analytics_today'], 'type': 'string'}, 'primary_metric': {'type': 'string'}, 'show_breakdown': {'type': 'boolean'}, 'avoid_long_prose': {'type': 'boolean', 'const': True}, 'recommended_sections': {'type': 'array', 'items': {'enum': ['kpi_summary', 'trend', 'ad_spend_context', 'breakdown', 'priority_insights', 'recommended_actions'], 'type': 'string'}}, 'show_period_comparison': {'type': 'boolean'}, 'show_priority_insights': {'type': 'boolean'}, 'recommended_followup_tools': {'type': 'array', 'items': {'enum': ['get_breakdown', 'get_priority_insights', 'get_summary'], 'type': 'string'}}, 'prefer_compact_visual_summary': {'type': 'boolean', 'const': True}}, 'additionalProperties': False}, 'path_recommendation': {'enum': ['A', 'B'], 'type': 'string'}, 'ad_spend_data_status': {'enum': ['connected', 'pending', 'none'], 'type': 'string'}, 'ad_spend_rows_in_period': {'type': 'number'}, 'period_observation_status': {'enum': ['observed', 'no_observation'], 'type': 'string'}, 'ad_spend_channels_in_period': {'type': 'array', 'items': {'type': 'string'}}, 'period_boundary_definitions': {'type': 'object', 'required': ['path_syntax', 'reference_timestamp_window', 'database_statement_time_window', 'jst_calendar_dates_from_reference_start', 'jst_calendar_dates_from_database_window_start', 'jst_calendar_dates_inclusive', 'account_registry_not_period_scoped', 'derived_previous_daily_window', 'derived_from_current_and_previous', 'defined_per_output_item'], 'properties': {'path_syntax': {'type': 'string', 'const': 'dot_path_with_array_wildcard'}, 'defined_per_output_item': {'type': 'string'}, 'reference_timestamp_window': {'type': 'string'}, 'jst_calendar_dates_inclusive': {'type': 'string'}, 'derived_previous_daily_window': {'type': 'string'}, 'database_statement_time_window': {'type': 'string'}, 'derived_from_current_and_previous': {'type': 'string'}, 'account_registry_not_period_scoped': {'type': 'string'}, 'jst_calendar_dates_from_reference_start': {'type': 'string'}, 'jst_calendar_dates_from_database_window_start': {'type': 'string'}}, 'additionalProperties': False}}, 'additionalProperties': False}
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'site_id': {'type': 'string', 'format': 'uuid'}}, 'additionalProperties': False}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['site_id', 'is_demo', 'measurement_status', 'revenue_status', 'period_observation_status', 'period', 'data_freshness', 'period_boundary_definitions', 'basis', 'kpis', 'not_provided', 'channels', 'ai_channels', 'entry_pages', 'visitor_history', 'notes', 'presentation_hints'], 'properties': {'kpis': {'type': 'object', 'required': ['sessions', 'rs_observed_revenue_jpy', 'purchase_events', 'bot_excluded_count', 'new_sessions', 'returning_sessions'], 'properties': {'sessions': {'type': ['number', 'null']}, 'new_sessions': {'type': ['number', 'null']}, 'purchase_events': {'type': ['number', 'null']}, 'bot_excluded_count': {'type': ['number', 'null']}, 'returning_sessions': {'type': ['number', 'null']}, 'rs_observed_revenue_jpy': {'type': ['number', 'null']}}, 'additionalProperties': False}, 'basis': {'type': 'string'}, 'notes': {'type': 'array', 'items': {'type': 'string'}}, 'period': {'type': 'object', 'required': ['start', 'end', 'days', 'reference_start_at', 'reference_end_at', 'window_type', 'reference_bounds', 'timezone', 'duration_hours', 'calendar_dates_touched', 'source_alignment', 'source_boundaries'], 'properties': {'end': {'type': 'string'}, 'days': {'type': 'number'}, 'start': {'type': 'string'}, 'timezone': {'type': 'string'}, 'window_type': {'enum': ['rolling', 'calendar_to_date', 'comparison', 'calendar_range'], 'type': 'string'}, 'duration_hours': {'type': 'number'}, 'reference_bounds': {'type': 'string', 'const': 'start_inclusive_end_exclusive'}, 'reference_end_at': {'type': 'string', 'format': 'date-time'}, 'source_alignment': {'enum': ['exact', 'mixed'], 'type': 'string'}, 'source_boundaries': {'type': 'array', 'items': {'type': 'object', 'required': ['applies_to', 'boundary'], 'properties': {'boundary': {'enum': ['reference_timestamp_window', 'database_statement_time_window', 'jst_calendar_dates_from_reference_start', 'jst_calendar_dates_from_database_window_start', 'jst_calendar_dates_inclusive', 'account_registry_not_period_scoped', 'derived_previous_daily_window', 'derived_from_current_and_previous', 'defined_per_output_item'], 'type': 'string'}, 'applies_to': {'type': 'array', 'items': {'type': 'string'}, 'minItems': 1}}, 'additionalProperties': False}}, 'reference_start_at': {'type': 'string', 'format': 'date-time'}, 'calendar_dates_touched': {'type': 'integer', 'minimum': 0}}, 'additionalProperties': False}, 'is_demo': {'type': 'boolean'}, 'site_id': {'type': 'string'}, 'channels': {'type': 'object', 'required': ['status', 'rows'], 'properties': {'rows': {'type': 'array', 'items': {'type': 'object', 'required': ['channel', 'sessions', 'revenue_jpy', 'avg_duration_seconds', 'bounce_rate', 'pages_per_session'], 'properties': {'channel': {'type': 'string'}, 'sessions': {'type': 'number'}, 'bounce_rate': {'type': ['number', 'null']}, 'revenue_jpy': {'type': ['number', 'null']}, 'pages_per_session': {'type': 'null'}, 'avg_duration_seconds': {'type': ['number', 'null']}}, 'additionalProperties': False}}, 'status': {'enum': ['available', 'error', 'not_started'], 'type': 'string'}}, 'additionalProperties': False}, 'ai_channels': {'type': 'object', 'required': ['status', 'rows', 'note'], 'properties': {'note': {'type': 'string'}, 'rows': {'type': 'array', 'items': {'$ref': '#/properties/channels/properties/rows/items'}}, 'status': {'$ref': '#/properties/channels/properties/status'}}, 'additionalProperties': False}, 'entry_pages': {'type': 'object', 'required': ['status', 'row_limit', 'may_have_more', 'omitted_for_size', 'rows'], 'properties': {'rows': {'type': 'array', 'items': {'type': 'object', 'required': ['page', 'sessions', 'revenue_jpy', 'avg_duration_seconds', 'bounce_rate', 'pages_per_session'], 'properties': {'page': {'type': 'string'}, 'sessions': {'type': 'number'}, 'bounce_rate': {'type': ['number', 'null']}, 'revenue_jpy': {'type': ['number', 'null']}, 'pages_per_session': {'type': ['number', 'null']}, 'avg_duration_seconds': {'type': ['number', 'null']}}, 'additionalProperties': False}}, 'status': {'$ref': '#/properties/channels/properties/status'}, 'row_limit': {'type': 'number'}, 'may_have_more': {'type': 'boolean'}, 'omitted_for_size': {'type': 'number'}}, 'additionalProperties': False}, 'not_provided': {'type': 'array', 'items': {'type': 'object', 'required': ['item', 'reason'], 'properties': {'item': {'type': 'string'}, 'reason': {'type': 'string'}}, 'additionalProperties': False}}, 'data_freshness': {'type': 'object', 'required': ['generated_at', 'provisional', 'may_change_because', 'bot_classification_delay_minutes_max_by_rule', 'bot_classification_delay_definitions', 'delay_bounds_assume_scheduled_jobs_operational'], 'properties': {'provisional': {'type': 'boolean', 'const': True}, 'generated_at': {'type': 'string', 'format': 'date-time'}, 'may_change_because': {'type': 'array', 'items': {'enum': ['live_ingestion', 'open_window', 'moving_window', 'delayed_bot_classification'], 'type': 'string'}}, 'bot_classification_delay_definitions': {'type': 'object', 'required': ['burst_cluster_primary', 'burst_cluster_fallback', 'single_page_zero_dwell'], 'properties': {'burst_cluster_primary': {'type': 'string'}, 'burst_cluster_fallback': {'type': 'string'}, 'single_page_zero_dwell': {'type': 'string'}}, 'additionalProperties': False}, 'bot_classification_delay_minutes_max_by_rule': {'type': 'object', 'required': ['burst_cluster_primary', 'burst_cluster_fallback', 'single_page_zero_dwell'], 'properties': {'burst_cluster_primary': {'type': 'number', 'const': 20}, 'burst_cluster_fallback': {'type': 'number', 'const': 480}, 'single_page_zero_dwell': {'type': 'number', 'const': 480}}, 'additionalProperties': False}, 'delay_bounds_assume_scheduled_jobs_operational': {'type': 'boolean', 'const': True}}, 'additionalProperties': False}, 'revenue_status': {'enum': ['confirmed', 'unconfirmed'], 'type': 'string'}, 'visitor_history': {'type': 'object', 'required': ['status'], 'properties': {'status': {'$ref': '#/properties/channels/properties/status'}}, 'additionalProperties': False}, 'measurement_status': {'enum': ['active', 'not_started'], 'type': 'string'}, 'presentation_hints': {'type': 'object', 'required': ['response_type', 'primary_metric', 'show_period_comparison', 'show_trend', 'show_breakdown', 'show_priority_insights', 'prefer_compact_visual_summary', 'avoid_long_prose', 'recommended_followup_tools', 'recommended_sections'], 'properties': {'show_trend': {'type': 'boolean'}, 'response_type': {'enum': ['analytics_summary', 'analytics_breakdown', 'priority_insights', 'analytics_today'], 'type': 'string'}, 'primary_metric': {'type': 'string'}, 'show_breakdown': {'type': 'boolean'}, 'avoid_long_prose': {'type': 'boolean', 'const': True}, 'recommended_sections': {'type': 'array', 'items': {'enum': ['kpi_summary', 'trend', 'ad_spend_context', 'breakdown', 'priority_insights', 'recommended_actions'], 'type': 'string'}}, 'show_period_comparison': {'type': 'boolean'}, 'show_priority_insights': {'type': 'boolean'}, 'recommended_followup_tools': {'type': 'array', 'items': {'enum': ['get_breakdown', 'get_priority_insights', 'get_summary'], 'type': 'string'}}, 'prefer_compact_visual_summary': {'type': 'boolean', 'const': True}}, 'additionalProperties': False}, 'period_observation_status': {'enum': ['observed', 'no_observation'], 'type': 'string'}, 'period_boundary_definitions': {'type': 'object', 'required': ['path_syntax', 'reference_timestamp_window', 'database_statement_time_window', 'jst_calendar_dates_from_reference_start', 'jst_calendar_dates_from_database_window_start', 'jst_calendar_dates_inclusive', 'account_registry_not_period_scoped', 'derived_previous_daily_window', 'derived_from_current_and_previous', 'defined_per_output_item'], 'properties': {'path_syntax': {'type': 'string', 'const': 'dot_path_with_array_wildcard'}, 'defined_per_output_item': {'type': 'string'}, 'reference_timestamp_window': {'type': 'string'}, 'jst_calendar_dates_inclusive': {'type': 'string'}, 'derived_previous_daily_window': {'type': 'string'}, 'database_statement_time_window': {'type': 'string'}, 'derived_from_current_and_previous': {'type': 'string'}, 'account_registry_not_period_scoped': {'type': 'string'}, 'jst_calendar_dates_from_reference_start': {'type': 'string'}, 'jst_calendar_dates_from_database_window_start': {'type': 'string'}}, 'additionalProperties': False}}, 'additionalProperties': False}
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {}, 'additionalProperties': False}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['my_sites', 'demo_sites', 'note'], 'properties': {'note': {'type': 'string'}, 'my_sites': {'type': 'array', 'items': {'type': 'object', 'required': ['site_id', 'name', 'domain', 'is_primary', 'created_at', 'timezone', 'today', 'is_demo'], 'properties': {'name': {'type': 'string'}, 'today': {'type': 'string'}, 'domain': {'type': 'string'}, 'is_demo': {'type': 'boolean'}, 'site_id': {'type': 'string'}, 'timezone': {'type': 'string'}, 'created_at': {'type': 'string'}, 'is_primary': {'type': 'boolean'}}, 'additionalProperties': False}}, 'demo_sites': {'type': 'array', 'items': {'type': 'object', 'required': ['site_id', 'label', 'timezone', 'today', 'is_demo'], 'properties': {'label': {'type': 'string'}, 'today': {'type': 'string'}, 'is_demo': {'type': 'boolean'}, 'site_id': {'type': 'string'}, 'timezone': {'type': 'string'}}, 'additionalProperties': False}}}, 'additionalProperties': False}
Eingabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'properties': {'site_id': {'type': 'string', 'format': 'uuid'}, 'monthly_budget_jpy': {'type': 'number'}}, 'additionalProperties': False}
Ausgabeschema
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['site_id', 'tool', 'status', 'stopped_reason', 'alternatives', 'resume_plan'], 'properties': {'tool': {'type': 'string', 'const': 'suggest_budget_allocation'}, 'status': {'type': 'string', 'const': 'stopped'}, 'site_id': {'type': 'string'}, 'resume_plan': {'type': ['string', 'null']}, 'alternatives': {'type': 'array', 'items': {'type': 'object', 'required': ['tool', 'use_for'], 'properties': {'tool': {'type': 'string'}, 'use_for': {'type': 'string'}}, 'additionalProperties': False}}, 'stopped_reason': {'type': 'string'}}, 'additionalProperties': False}
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