{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"tool_audioatlas","slug":"audioatlas","name":"Audioatlas","type":"product","url":"https://www.audioatlas.com","page_url":"https://unfragile.ai/audioatlas","categories":["voice-audio"],"tags":[],"pricing":{"model":"free","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"tool_audioatlas__cap_0","uri":"capability://search.retrieval.semantic.music.search.with.natural.language.queries","name":"semantic music search with natural language queries","description":"Processes free-form natural language queries (e.g., 'songs that sound like a rainy day', 'upbeat 80s synth pop') against a 200M+ song embedding space using semantic understanding rather than keyword matching. Likely employs transformer-based embeddings (BERT-style or music-specific models) to map user intent to audio/metadata feature vectors, enabling contextual discovery beyond traditional metadata fields like artist, title, or genre tags.","intents":["I want to find songs matching a mood or atmosphere without knowing the exact title or artist","I need to discover obscure tracks that fit a specific sonic aesthetic or era","I want to validate whether a song exists in the streaming ecosystem using descriptive language instead of exact metadata"],"best_for":["music researchers exploring catalog coverage and semantic relationships","playlist curators building thematic collections around moods or concepts","producers and sound designers seeking reference tracks by vibe rather than genre"],"limitations":["Semantic model occasionally returns contextually irrelevant matches, suggesting embedding space may conflate unrelated audio features or metadata","No fine-tuning visible for music-specific terminology; generic NLP embeddings may miss domain-specific descriptors used by musicians","Query ambiguity (e.g., 'dark' could mean minor key, low frequency, or lyrical content) not disambiguated through clarification prompts"],"requires":["Internet connection for API access to embedding inference","Web browser or HTTP client to submit queries"],"input_types":["natural language text (English, likely other languages untested)"],"output_types":["ranked list of songs with metadata (title, artist, release year, streaming platform availability)"],"categories":["search-retrieval","music-discovery"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_audioatlas__cap_1","uri":"capability://data.processing.analysis.global.music.catalog.indexing.and.retrieval","name":"global music catalog indexing and retrieval","description":"Maintains and queries a distributed index of 200M+ songs spanning mainstream, independent, and obscure releases across global markets. The indexing pipeline likely ingests metadata from multiple sources (streaming APIs, music databases, user submissions) and deduplicates records using fuzzy matching on title/artist pairs, storing normalized metadata (ISRC codes, release dates, streaming platform URLs) in a queryable database with fast retrieval latency (<500ms per query).","intents":["I need to check if a specific song exists in any streaming database without manually searching each platform","I want to discover deep catalog cuts and independent releases that don't appear in mainstream recommendation algorithms","I need comprehensive metadata for a song including all available streaming platform links"],"best_for":["music researchers validating catalog coverage across platforms","independent artists and labels verifying distribution reach","playlist curators and DJs sourcing rare or niche releases"],"limitations":["No real-time sync with streaming platforms; catalog may lag 1-7 days behind new releases","Metadata quality varies by source; independent releases may have incomplete or inconsistent tagging","No user-generated content moderation visible; potential for duplicate or mislabeled entries in crowdsourced data"],"requires":["Internet connection for database queries","No authentication required for basic search"],"input_types":["song title (string)","artist name (string)","ISRC code (optional, 12-character identifier)"],"output_types":["structured metadata object: {title, artist, releaseDate, isrc, streamingLinks: {spotify, appleMusicm youtube, etc.}, genres, duration}"],"categories":["data-processing-analysis","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_audioatlas__cap_2","uri":"capability://tool.use.integration.cross.platform.streaming.link.resolution","name":"cross-platform streaming link resolution","description":"Maps discovered songs to their corresponding URLs on major streaming platforms (Spotify, Apple Music, YouTube Music, Amazon Music, Tidal, etc.) by matching normalized metadata (ISRC, title/artist) against each platform's API or web index. Returns direct links enabling users to immediately listen without manual re-searching, though integration appears one-directional (Audioatlas → platform, not bidirectional sync).","intents":["I found a song on Audioatlas and want to listen to it immediately on my preferred streaming service","I need to verify a song is available on multiple platforms before adding it to a collaborative playlist","I want to compare availability and audio quality across streaming services for a specific track"],"best_for":["music curators building playlists across multiple streaming ecosystems","users who switch between streaming services and want unified discovery","researchers analyzing streaming platform coverage disparities"],"limitations":["Links may become stale if songs are removed from platforms; no real-time validation of link freshness","Not all songs available on all platforms; missing links don't indicate unavailability, only that Audioatlas hasn't indexed them","No deep integration with streaming platform APIs; users must leave Audioatlas to listen, losing session context"],"requires":["Active accounts on target streaming platforms (free or paid tiers acceptable)","Internet connection to access streaming services"],"input_types":["song metadata from Audioatlas search result"],"output_types":["structured object: {platform: string, url: string, isAvailable: boolean, audioQuality?: string}"],"categories":["tool-use-integration","search-retrieval"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_audioatlas__cap_3","uri":"capability://data.processing.analysis.music.metadata.enrichment.and.normalization","name":"music metadata enrichment and normalization","description":"Standardizes and enriches raw song metadata from heterogeneous sources (streaming APIs, music databases, user submissions) into a canonical schema including normalized artist names, release dates, genres, duration, and ISRC codes. Uses entity resolution techniques (fuzzy string matching, phonetic algorithms) to deduplicate variant spellings and handle multi-artist collaborations, ensuring consistent querying across the 200M+ catalog.","intents":["I need reliable, consistent metadata for songs to avoid confusion from variant artist names or release date discrepancies","I want to programmatically match songs across different data sources using normalized identifiers","I need to understand how the same song appears under different titles or artist credits in different regions"],"best_for":["music data engineers building downstream analytics or recommendation systems","researchers studying music metadata quality and standardization","music platforms integrating Audioatlas data into their own catalogs"],"limitations":["Normalization rules may not handle all edge cases (e.g., classical music with multiple composers, remixes with variant credits)","No visible API for accessing normalized metadata directly; users see results through search UI only","Conflicting metadata from different sources may be resolved arbitrarily without user visibility into the decision logic"],"requires":["Access to Audioatlas search results (no direct metadata API exposed)"],"input_types":["raw metadata from multiple sources (streaming APIs, music databases)"],"output_types":["normalized metadata object: {canonicalTitle, canonicalArtists: [{name, role}], releaseDate, isrc, genres: [string], duration}"],"categories":["data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_audioatlas__cap_4","uri":"capability://search.retrieval.free.tier.semantic.search.without.authentication","name":"free-tier semantic search without authentication","description":"Operates a zero-friction search interface requiring no account creation, login, or API key management. Queries are processed server-side with rate limiting (likely per IP or session) to prevent abuse while maintaining free access. Architecture likely uses a stateless API design with caching (Redis or CDN) for popular queries to reduce inference costs on the embedding model.","intents":["I want to quickly search for a song without creating an account or providing personal information","I need to share a search link with collaborators without requiring them to sign up","I want to test the service's capabilities before committing to a paid plan or integration"],"best_for":["casual music discoverers and researchers who value privacy and low friction","teams evaluating Audioatlas for potential integration before negotiating commercial terms","international users in regions with strict data privacy regulations (GDPR, etc.)"],"limitations":["Rate limiting likely prevents high-volume queries; no documented limits visible, but inference costs suggest aggressive throttling","No persistent search history or saved playlists without account creation","Free model sustainability unclear; no visible monetization strategy (ads, premium tiers, data licensing) raises questions about long-term viability","No API access for programmatic queries; limited to web UI"],"requires":["Web browser with JavaScript enabled","Internet connection","No authentication or payment information required"],"input_types":["natural language text query"],"output_types":["HTML-rendered search results with song metadata and streaming links"],"categories":["search-retrieval","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":41,"verified":false,"data_access_risk":"high","permissions":["Internet connection for API access to embedding inference","Web browser or HTTP client to submit queries","Internet connection for database queries","No authentication required for basic search","Active accounts on target streaming platforms (free or paid tiers acceptable)","Internet connection to access streaming services","Access to Audioatlas search results (no direct metadata API exposed)","Web browser with JavaScript enabled","Internet connection","No authentication or payment information required"],"failure_modes":["Semantic model occasionally returns contextually irrelevant matches, suggesting embedding space may conflate unrelated audio features or metadata","No fine-tuning visible for music-specific terminology; generic NLP embeddings may miss domain-specific descriptors used by musicians","Query ambiguity (e.g., 'dark' could mean minor key, low frequency, or lyrical content) not disambiguated through clarification prompts","No real-time sync with streaming platforms; catalog may lag 1-7 days behind new releases","Metadata quality varies by source; independent releases may have incomplete or inconsistent tagging","No user-generated content moderation visible; potential for duplicate or mislabeled entries in crowdsourced data","Links may become stale if songs are removed from platforms; no real-time validation of link freshness","Not all songs available on all platforms; missing links don't indicate unavailability, only that Audioatlas hasn't indexed them","No deep integration with streaming platform APIs; users must leave Audioatlas to listen, losing session context","Normalization rules may not handle all edge cases (e.g., classical music with multiple composers, remixes with variant credits)","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.36666666666666664,"quality":0.7300000000000001,"ecosystem":0.15000000000000002,"match_graph":0.25,"freshness":0.75,"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":"2026-05-24T12:16:29.133Z","last_scraped_at":"2026-04-05T13:23:42.552Z","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=audioatlas","compare_url":"https://unfragile.ai/compare?artifact=audioatlas"}},"signature":"I/CeBo1puDLbpp2d2XNuttI6rXOGG9nwI8JpZ1v9CydZ6yjYaSUno6CfIkTfh/+xOnzKNRJv3dyNr4hJh+0DDQ==","signedAt":"2026-06-20T08:23:46.254Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/audioatlas","artifact":"https://unfragile.ai/audioatlas","verify":"https://unfragile.ai/api/v1/verify?slug=audioatlas","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"}}