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MentionedOn Discovery Evidence Tools

com.mentioned-on/ai-discovery-readiness
Marketing y publicidad Público y accesible MCP 2025-11-25

Qué hace este MCP

Scores supplied business discovery signals, prioritizes AI visibility fixes, and summarizes supplied scan evidence.

analyze_discovery_readiness
Analyze AI Discovery Readiness
Score caller-supplied website and business discovery signals. This tool does not fetch the website, run an AI scan, persist data, or verify inclusion in any AI product.
Solo lectura
Esquema de entrada
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['businessName', 'signals'], 'properties': {'signals': {'type': 'array', 'items': {'type': 'object', 'required': ['signal', 'status'], 'properties': {'signal': {'enum': ['business_identity', 'service_location', 'page_description', 'contact_details', 'structured_data', 'corroborating_profiles', 'crawlability', 'buyer_faq', 'first_party_evidence', 'machine_summary'], 'type': 'string', 'description': 'The discovery-readiness signal being assessed.'}, 'status': {'enum': ['present', 'partial', 'missing', 'unknown'], 'type': 'string', 'description': 'Observed status. Use unknown when the caller has no evidence.'}, 'evidence': {'type': 'string', 'maxLength': 500, 'minLength': 3, 'description': 'Concise caller-supplied evidence supporting the stated status.'}}, 'additionalProperties': False}, 'maxItems': 10, 'minItems': 1, 'description': 'Caller-supplied signal observations. Omitted signals are treated as unknown.'}, 'websiteUrl': {'type': 'string', 'format': 'uri', 'maxLength': 2048, 'description': 'Optional page URL used only as a label. The tool will not fetch this URL.'}, 'businessName': {'type': 'string', 'maxLength': 120, 'minLength': 2, 'description': 'The business name used only to label this assessment.'}}, 'additionalProperties': False}
Esquema de salida
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['scope', 'businessName', 'websiteUrl', 'readinessScore', 'assessment', 'evidenceCoveragePercent', 'evaluatedSignals', 'priorities', 'verificationNeeded', 'limitations'], 'properties': {'scope': {'type': 'string', 'const': 'caller_supplied_signals_only'}, 'assessment': {'enum': ['strong_observed', 'developing_observed', 'limited_observed', 'weak_observed', 'insufficient_evidence'], 'type': 'string'}, 'priorities': {'type': 'array', 'items': {'type': 'object', 'required': ['signal', 'title', 'status', 'impactWeight', 'action', 'verification'], 'properties': {'title': {'type': 'string'}, 'action': {'type': 'string'}, 'signal': {'enum': ['business_identity', 'service_location', 'page_description', 'contact_details', 'structured_data', 'corroborating_profiles', 'crawlability', 'buyer_faq', 'first_party_evidence', 'machine_summary'], 'type': 'string'}, 'status': {'enum': ['partial', 'missing'], 'type': 'string'}, 'impactWeight': {'type': 'integer', 'maximum': 100, 'minimum': 0}, 'verification': {'type': 'string'}}, 'additionalProperties': False}, 'maxItems': 5}, 'websiteUrl': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}, 'limitations': {'type': 'array', 'items': {'type': 'string'}, 'minItems': 1}, 'businessName': {'type': 'string'}, 'readinessScore': {'anyOf': [{'type': 'number', 'maximum': 100, 'minimum': 0}, {'type': 'null'}]}, 'evaluatedSignals': {'type': 'array', 'items': {'type': 'object', 'required': ['signal', 'title', 'status', 'weight', 'evidence'], 'properties': {'title': {'type': 'string'}, 'signal': {'enum': ['business_identity', 'service_location', 'page_description', 'contact_details', 'structured_data', 'corroborating_profiles', 'crawlability', 'buyer_faq', 'first_party_evidence', 'machine_summary'], 'type': 'string'}, 'status': {'enum': ['present', 'partial', 'missing', 'unknown'], 'type': 'string'}, 'weight': {'type': 'integer', 'maximum': 100, 'minimum': 0}, 'evidence': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}}, 'additionalProperties': False}, 'maxItems': 10, 'minItems': 10}, 'verificationNeeded': {'type': 'array', 'items': {'type': 'object', 'required': ['signal', 'title', 'verification'], 'properties': {'title': {'type': 'string'}, 'signal': {'enum': ['business_identity', 'service_location', 'page_description', 'contact_details', 'structured_data', 'corroborating_profiles', 'crawlability', 'buyer_faq', 'first_party_evidence', 'machine_summary'], 'type': 'string'}, 'verification': {'type': 'string'}}, 'additionalProperties': False}, 'maxItems': 10}, 'evidenceCoveragePercent': {'type': 'number', 'maximum': 100, 'minimum': 0}}, 'additionalProperties': False}
build_visibility_action_plan
Build an AI Visibility Action Plan
Prioritize fixes from caller-supplied findings using a deterministic rubric. This tool does not edit a website, contact third parties, persist data, or promise rankings or mentions.
Solo lectura
Esquema de entrada
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['businessName', 'goal', 'effortBudget', 'findings'], 'properties': {'goal': {'enum': ['improve_discovery_clarity', 'strengthen_citation_evidence', 'prepare_for_monitoring'], 'type': 'string', 'description': 'The outcome used to break ties in the deterministic priority rubric.'}, 'findings': {'type': 'array', 'items': {'type': 'object', 'required': ['signal', 'status'], 'properties': {'signal': {'enum': ['business_identity', 'service_location', 'page_description', 'contact_details', 'structured_data', 'corroborating_profiles', 'crawlability', 'buyer_faq', 'first_party_evidence', 'machine_summary'], 'type': 'string', 'description': 'The discovery-readiness signal being assessed.'}, 'status': {'enum': ['present', 'partial', 'missing', 'unknown'], 'type': 'string', 'description': 'Observed status. Use unknown when the caller has no evidence.'}, 'evidence': {'type': 'string', 'maxLength': 500, 'minLength': 3, 'description': 'Concise caller-supplied evidence supporting the stated status.'}}, 'additionalProperties': False}, 'maxItems': 10, 'minItems': 1, 'description': 'Caller-supplied findings. Present findings are acknowledged but do not create actions.'}, 'businessName': {'type': 'string', 'maxLength': 120, 'minLength': 2}, 'effortBudget': {'enum': ['lean', 'balanced', 'comprehensive'], 'type': 'string', 'description': 'Controls how many actions are returned and how they are phased.'}}, 'additionalProperties': False}
Esquema de salida
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['scope', 'businessName', 'goal', 'goalLabel', 'effortBudget', 'actions', 'omittedActionCount', 'excludedPresentSignals', 'limitations'], 'properties': {'goal': {'enum': ['improve_discovery_clarity', 'strengthen_citation_evidence', 'prepare_for_monitoring'], 'type': 'string'}, 'scope': {'type': 'string', 'const': 'caller_supplied_findings_only'}, 'actions': {'type': 'array', 'items': {'type': 'object', 'required': ['rank', 'phase', 'signal', 'title', 'status', 'effort', 'priorityScore', 'suppliedEvidence', 'action', 'verification'], 'properties': {'rank': {'type': 'integer', 'maximum': 9007199254740991, 'exclusiveMinimum': 0}, 'phase': {'enum': ['now', 'next', 'later'], 'type': 'string'}, 'title': {'type': 'string'}, 'action': {'type': 'string'}, 'effort': {'enum': ['low', 'medium', 'high'], 'type': 'string'}, 'signal': {'enum': ['business_identity', 'service_location', 'page_description', 'contact_details', 'structured_data', 'corroborating_profiles', 'crawlability', 'buyer_faq', 'first_party_evidence', 'machine_summary'], 'type': 'string'}, 'status': {'enum': ['partial', 'missing', 'unknown'], 'type': 'string'}, 'verification': {'type': 'string'}, 'priorityScore': {'type': 'number', 'minimum': 0}, 'suppliedEvidence': {'anyOf': [{'type': 'string'}, {'type': 'null'}]}}, 'additionalProperties': False}, 'maxItems': 10}, 'goalLabel': {'type': 'string'}, 'limitations': {'type': 'array', 'items': {'type': 'string'}, 'minItems': 1}, 'businessName': {'type': 'string'}, 'effortBudget': {'enum': ['lean', 'balanced', 'comprehensive'], 'type': 'string'}, 'omittedActionCount': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'excludedPresentSignals': {'type': 'array', 'items': {'enum': ['business_identity', 'service_location', 'page_description', 'contact_details', 'structured_data', 'corroborating_profiles', 'crawlability', 'buyer_faq', 'first_party_evidence', 'machine_summary'], 'type': 'string'}}}, 'additionalProperties': False}
summarize_scan_evidence
Summarize AI Scan Evidence
Calculate mention and business-citation rates from caller-supplied captures. This tool does not call AI providers, fetch URLs, persist data, or establish current inclusion beyond the supplied observations.
Solo lectura
Esquema de entrada
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['businessName', 'observations'], 'properties': {'businessName': {'type': 'string', 'maxLength': 120, 'minLength': 2}, 'observations': {'type': 'array', 'items': {'anyOf': [{'type': 'object', 'required': ['sourceLabel', 'surfaceType', 'prompt', 'observedAt', 'status', 'businessMentioned'], 'properties': {'prompt': {'type': 'string', 'maxLength': 1000, 'minLength': 3}, 'status': {'type': 'string', 'const': 'completed'}, 'position': {'type': 'integer', 'maximum': 100, 'minimum': 1}, 'sentiment': {'enum': ['positive', 'neutral', 'negative', 'mixed', 'not_scored'], 'type': 'string'}, 'observedAt': {'type': 'string', 'format': 'date-time', 'pattern': '^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$', 'description': 'ISO 8601 timestamp for the supplied capture.'}, 'sourceLabel': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'Caller-supplied label for the model, product, or source.'}, 'surfaceType': {'enum': ['model_api_capture', 'consumer_app_capture', 'search_ai_capture', 'other'], 'type': 'string', 'description': 'How the caller obtained this capture.'}, 'businessMentioned': {'type': 'boolean'}, 'businessCitationUrls': {'type': 'array', 'items': {'type': 'string', 'format': 'uri', 'maxLength': 2048}, 'default': [], 'maxItems': 10, 'description': 'URLs that the caller identified as citations specifically for the named business.'}}, 'additionalProperties': False}, {'type': 'object', 'required': ['sourceLabel', 'surfaceType', 'prompt', 'observedAt', 'status', 'reason'], 'properties': {'prompt': {'type': 'string', 'maxLength': 1000, 'minLength': 3}, 'reason': {'type': 'string', 'maxLength': 500, 'minLength': 3}, 'status': {'enum': ['error', 'skipped'], 'type': 'string'}, 'observedAt': {'type': 'string', 'format': 'date-time', 'pattern': '^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d(?::[0-5]\\d(?:\\.\\d+)?)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$', 'description': 'ISO 8601 timestamp for the supplied capture.'}, 'sourceLabel': {'type': 'string', 'maxLength': 80, 'minLength': 1, 'description': 'Caller-supplied label for the model, product, or source.'}, 'surfaceType': {'enum': ['model_api_capture', 'consumer_app_capture', 'search_ai_capture', 'other'], 'type': 'string', 'description': 'How the caller obtained this capture.'}}, 'additionalProperties': False}]}, 'maxItems': 50, 'minItems': 1, 'description': 'Point-in-time captures supplied by the caller. The tool will not obtain new captures.'}}, 'additionalProperties': False}
Esquema de salida
{'type': 'object', '$schema': 'http://json-schema.org/draft-07/schema#', 'required': ['scope', 'businessName', 'establishesLiveInclusion', 'observationCount', 'completedCount', 'unavailableCount', 'mentionCount', 'businessCitationCount', 'mentionRatePercent', 'businessCitationRatePercent', 'observedAtRange', 'uniqueBusinessCitationHosts', 'sentimentBreakdown', 'bySource', 'unavailable', 'evidenceStatements', 'limitations'], 'properties': {'scope': {'type': 'string', 'const': 'caller_supplied_captures_only'}, 'bySource': {'type': 'array', 'items': {'type': 'object', 'required': ['sourceLabel', 'completedCount', 'unavailableCount', 'mentionCount', 'businessCitationCount', 'mentionRatePercent', 'businessCitationRatePercent'], 'properties': {'sourceLabel': {'type': 'string'}, 'mentionCount': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'completedCount': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'unavailableCount': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'mentionRatePercent': {'anyOf': [{'type': 'number', 'maximum': 100, 'minimum': 0}, {'type': 'null'}]}, 'businessCitationCount': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'businessCitationRatePercent': {'anyOf': [{'type': 'number', 'maximum': 100, 'minimum': 0}, {'type': 'null'}]}}, 'additionalProperties': False}}, 'limitations': {'type': 'array', 'items': {'type': 'string'}, 'minItems': 1}, 'unavailable': {'type': 'array', 'items': {'type': 'object', 'required': ['sourceLabel', 'surfaceType', 'prompt', 'observedAt', 'status', 'reason'], 'properties': {'prompt': {'type': 'string'}, 'reason': {'type': 'string'}, 'status': {'enum': ['error', 'skipped'], 'type': 'string'}, 'observedAt': {'type': 'string'}, 'sourceLabel': {'type': 'string'}, 'surfaceType': {'enum': ['model_api_capture', 'consumer_app_capture', 'search_ai_capture', 'other'], 'type': 'string'}}, 'additionalProperties': False}}, 'businessName': {'type': 'string'}, 'mentionCount': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'completedCount': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'observedAtRange': {'anyOf': [{'type': 'object', 'required': ['earliest', 'latest'], 'properties': {'latest': {'type': 'string'}, 'earliest': {'type': 'string'}}, 'additionalProperties': False}, {'type': 'null'}]}, 'observationCount': {'type': 'integer', 'maximum': 9007199254740991, 'exclusiveMinimum': 0}, 'unavailableCount': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'evidenceStatements': {'type': 'array', 'items': {'type': 'string'}, 'minItems': 1}, 'mentionRatePercent': {'anyOf': [{'type': 'number', 'maximum': 100, 'minimum': 0}, {'type': 'null'}]}, 'sentimentBreakdown': {'type': 'object', 'required': ['positive', 'neutral', 'negative', 'mixed', 'notScored'], 'properties': {'mixed': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'neutral': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'negative': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'positive': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'notScored': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}}, 'additionalProperties': False}, 'businessCitationCount': {'type': 'integer', 'maximum': 9007199254740991, 'minimum': 0}, 'establishesLiveInclusion': {'type': 'boolean', 'const': False}, 'businessCitationRatePercent': {'anyOf': [{'type': 'number', 'maximum': 100, 'minimum': 0}, {'type': 'null'}]}, 'uniqueBusinessCitationHosts': {'type': 'array', 'items': {'type': 'string'}}}, 'additionalProperties': False}
Añadido
summarize_scan_evidence
23 de September de 2026 a las 02:40
Añadido
build_visibility_action_plan
23 de September de 2026 a las 02:40
Añadido
analyze_discovery_readiness
23 de September de 2026 a las 02:40