{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"smithery_convrgent-aeo-scanner","slug":"convrgent-aeo-scanner","name":"AEO Scanner","type":"product","url":"https://scan.convrgent.ai","page_url":"https://unfragile.ai/convrgent-aeo-scanner","categories":["research-search","code-review-security"],"tags":["mcp","model-context-protocol","smithery:convrgent/aeo-scanner"],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"smithery_convrgent-aeo-scanner__cap_0","uri":"capability://data.processing.analysis.triple.scoring.visibility.audit","name":"triple scoring visibility audit","description":"This capability performs a comprehensive visibility audit by analyzing three distinct metrics: AEO (AI-Enhanced Optimization), GEO (General Optimization), and Agent Readiness. It leverages a combination of AI algorithms and heuristic evaluations to generate scores based on the competitive landscape and the user's business profile. The architecture is designed to integrate seamlessly with various data sources to provide a holistic view of search visibility, making it unique in its multi-dimensional scoring approach.","intents":["How can I assess my website's AI-enhanced optimization?","What is my site's readiness for AI agents?","Can I compare my search visibility against competitors?"],"best_for":["digital marketers looking to optimize their search strategies","business analysts assessing competitive gaps"],"limitations":["Dependent on external data sources for accurate scoring, which may not always be available","Scoring may vary based on the quality of input data"],"requires":["Internet connection","Access to competitive data sources"],"input_types":["text","business profile data"],"output_types":["structured data","score reports"],"categories":["data-processing-analysis","seo-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_convrgent-aeo-scanner__cap_1","uri":"capability://memory.knowledge.ai.identity.card.generation","name":"ai identity card generation","description":"This capability generates an AI Identity Card that encapsulates the essential characteristics and readiness of a business to leverage AI technologies. It uses a structured data model to compile information from various sources, including user inputs and competitive analysis, to create a detailed profile. The implementation focuses on providing actionable insights that can guide businesses in their AI adoption journey.","intents":["How can I create an AI Identity Card for my business?","What information should be included in my AI readiness profile?","Can I get insights on my AI capabilities?"],"best_for":["business owners exploring AI integration","consultants advising on AI readiness"],"limitations":["Limited to the data provided by users, which may not capture all aspects of AI readiness","Requires manual input for comprehensive profiling"],"requires":["User input on business capabilities","Access to AI readiness frameworks"],"input_types":["text","business capability data"],"output_types":["structured data","identity card reports"],"categories":["memory-knowledge","ai-tools"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_convrgent-aeo-scanner__cap_2","uri":"capability://data.processing.analysis.competitive.gap.analysis","name":"competitive gap analysis","description":"This capability conducts a competitive gap analysis by comparing a user's business profile against industry benchmarks and competitors. It employs data mining techniques to extract relevant metrics from various sources, allowing users to identify areas of improvement and opportunities for growth. The architecture supports real-time data integration, ensuring that the analysis reflects the latest market conditions.","intents":["How do I identify gaps in my business compared to competitors?","What areas should I focus on to improve my search visibility?","Can I get a report on my competitive standing?"],"best_for":["business strategists looking to enhance market positioning","marketing teams aiming to refine their strategies"],"limitations":["Dependent on the availability and accuracy of competitive data","May require frequent updates to remain relevant"],"requires":["Access to competitive data sources","User business profile information"],"input_types":["text","business profile data"],"output_types":["structured data","gap analysis reports"],"categories":["data-processing-analysis","competitive-intelligence"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"smithery_convrgent-aeo-scanner__cap_3","uri":"capability://search.retrieval.free.scan.and.paid.audit.options","name":"free scan and paid audit options","description":"This capability allows users to perform a free scan of their website to get an initial assessment of their search visibility, with options for more detailed paid audits. The free scan uses a lightweight algorithm to provide basic insights, while the paid audits leverage more advanced analytics and deeper data integration for comprehensive evaluations. This tiered approach is designed to cater to users with varying needs and budgets.","intents":["Can I get a quick assessment of my website's visibility for free?","What additional insights can I gain from a paid audit?","How do the free and paid options differ in terms of analysis?"],"best_for":["small business owners testing the waters of SEO","marketers seeking detailed insights without upfront costs"],"limitations":["The free scan may not cover all aspects of visibility and is limited in depth","Paid audits require payment processing and may involve a wait time for results"],"requires":["Internet connection","Basic website URL"],"input_types":["text"],"output_types":["structured data","audit reports"],"categories":["search-retrieval","seo-tools"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":41,"verified":false,"data_access_risk":"low","permissions":["Internet connection","Access to competitive data sources","User input on business capabilities","Access to AI readiness frameworks","User business profile information","Basic website URL"],"failure_modes":["Dependent on external data sources for accurate scoring, which may not always be available","Scoring may vary based on the quality of input data","Limited to the data provided by users, which may not capture all aspects of AI readiness","Requires manual input for comprehensive profiling","Dependent on the availability and accuracy of competitive data","May require frequent updates to remain relevant","The free scan may not cover all aspects of visibility and is limited in depth","Paid audits require payment processing and may involve a wait time for results","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.6601203592426053,"quality":0.33,"ecosystem":0.49000000000000005,"match_graph":0.25,"freshness":0.5,"weights":{"adoption":0.25,"quality":0.25,"ecosystem":0.1,"match_graph":0.35,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-05-24T12:16:25.636Z","last_scraped_at":"2026-05-03T15:18:27.094Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=convrgent-aeo-scanner","compare_url":"https://unfragile.ai/compare?artifact=convrgent-aeo-scanner"}},"signature":"8Yf9T/ocy1iuM1n7ohENbrTi3e3L6k+QzJsNo5vZ5gMZLVxjtGg3R/EQheeWHVHNMyGTMWkKR7EbEAec2QymBA==","signedAt":"2026-06-20T11:43:56.274Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/convrgent-aeo-scanner","artifact":"https://unfragile.ai/convrgent-aeo-scanner","verify":"https://unfragile.ai/api/v1/verify?slug=convrgent-aeo-scanner","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}